From 9ff71b5d4bddd687939204e48453accafe5f1906 Mon Sep 17 00:00:00 2001
From: manyeyes <32889020+manyeyes@users.noreply.github.com>
Date: 星期四, 07 九月 2023 11:45:52 +0800
Subject: [PATCH] Add paraformer-large decode lib and examples (#923)
---
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj.user | 22
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml | 88 +
funasr/runtime/csharp/AliParaformerAsr/README.md | 81 +
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml | 14
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PostEncoderConfEntity.cs | 14
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/Program.cs | 66 +
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/EncoderConfEntity.cs | 41
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/Resources/values/colors.xml | 6
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiProgram.cs | 18
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml.cs | 9
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/OfflineRecognizer.cs | 242 ++++
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineOutputEntity.cs | 18
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Regular.ttf | 0
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml.cs | 496 ++++++++
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/SysConf.cs | 20
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/CmvnEntity.cs | 19
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/AppDelegate.cs | 9
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineYamlEntity.cs | 48
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/DownloadHelper.cs | 247 ++++
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Raw/AboutAssets.txt | 15
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml | 8
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml.cs | 25
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml | 21
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainActivity.cs | 10
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainApplication.cs | 39
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml.cs | 24
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Utils/YamlHelper.cs | 34
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Properties/launchSettings.json | 8
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/FrontendConfEntity.cs | 31
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/ModelConfEntity.cs | 27
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj | 91 +
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Program.cs | 15
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/tizen-manifest.xml | 15
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/app.manifest | 15
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appiconfg.svg | 492 ++++++++
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/AliParaformerAsr.Examples.csproj | 49
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml.cs | 25
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/DecoderConfEntity.cs | 36
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/AndroidManifest.xml | 17
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml | 19
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Info.plist | 30
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Splash/splash.svg | 8
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/AppDelegate.cs | 9
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Colors.xaml | 44
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Info.plist | 32
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.sln | 45
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PredictorConfEntity.cs | 25
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/Package.appxmanifest | 46
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Styles.xaml | 384 ++++++
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineInputEntity.cs | 14
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appicon.svg | 4
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PreEncoderConfEntity.cs | 14
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml.cs | 19
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/Main.cs | 16
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Images/dotnet_bot.svg | 93 +
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/AliParaformerAsr.csproj | 16
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml | 21
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Program.cs | 15
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/WavFrontend.cs | 168 ++
funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Semibold.ttf | 0
60 files changed, 3,477 insertions(+), 0 deletions(-)
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml
new file mode 100644
index 0000000..8fb5f38
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml
@@ -0,0 +1,14 @@
+锘�<?xml version = "1.0" encoding = "UTF-8" ?>
+<Application xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
+ xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
+ xmlns:local="clr-namespace:MauiApp1"
+ x:Class="MauiApp1.App">
+ <Application.Resources>
+ <ResourceDictionary>
+ <ResourceDictionary.MergedDictionaries>
+ <ResourceDictionary Source="Resources/Styles/Colors.xaml" />
+ <ResourceDictionary Source="Resources/Styles/Styles.xaml" />
+ </ResourceDictionary.MergedDictionaries>
+ </ResourceDictionary>
+ </Application.Resources>
+</Application>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml.cs
new file mode 100644
index 0000000..df0b969
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/App.xaml.cs
@@ -0,0 +1,19 @@
+锘縩amespace MauiApp1;
+
+public partial class App : Application
+{
+ public App()
+ {
+ InitializeComponent();
+ MainPage = new MySplashPage();
+ _ = EndSplash();
+ }
+ async Task EndSplash()
+ {
+ await Task.Delay(1000);
+ MainThread.BeginInvokeOnMainThread(() =>
+ {
+ MainPage = new AppShell();
+ });
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml
new file mode 100644
index 0000000..026159a
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml
@@ -0,0 +1,19 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<Shell
+ x:Class="MauiApp1.AppShell"
+ xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
+ xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
+ xmlns:local="clr-namespace:MauiApp1"
+ Shell.FlyoutBehavior="Disabled">
+ <FlyoutItem FlyoutDisplayOptions="AsMultipleItems">
+ <ShellContent
+ Title="Offline"
+ ContentTemplate="{DataTemplate local:RecognitionForFiles}"
+ Route="MainPage" />
+ <ShellContent
+ Title="Home"
+ ContentTemplate="{DataTemplate local:MainPage}"
+ Route="MainPage" />
+ </FlyoutItem>
+
+</Shell>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml.cs
new file mode 100644
index 0000000..831b83b
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/AppShell.xaml.cs
@@ -0,0 +1,9 @@
+锘縩amespace MauiApp1;
+
+public partial class AppShell : Shell
+{
+ public AppShell()
+ {
+ InitializeComponent();
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml
new file mode 100644
index 0000000..eed147d
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml
@@ -0,0 +1,21 @@
+锘�<?xml version="1.0" encoding="utf-8" ?>
+<ContentPage xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
+ xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
+ x:Class="MauiApp1.MainPage">
+
+ <ScrollView>
+ <VerticalStackLayout
+ Spacing="25"
+ Padding="30,0"
+ VerticalOptions="Center">
+
+ <Image
+ Source="dotnet_bot.png"
+ SemanticProperties.Description="Cute dot net bot waving hi to you!"
+ HeightRequest="66"
+ HorizontalOptions="Center" />
+ </VerticalStackLayout>
+
+ </ScrollView>
+
+</ContentPage>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml.cs
new file mode 100644
index 0000000..b039fb9
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MainPage.xaml.cs
@@ -0,0 +1,25 @@
+锘縰sing Microsoft.Maui.Storage;
+using NAudio.Wave;
+using System.ComponentModel;
+using System.Net;
+using System.Reflection;
+using System.Text;
+using System.Windows.Input;
+using static System.Net.Mime.MediaTypeNames;
+using MauiApp1.Utils;
+using System;
+using Microsoft.Maui.Graphics;
+
+namespace MauiApp1;
+
+public partial class MainPage : ContentPage
+{
+
+ public MainPage()
+ {
+ InitializeComponent();
+ }
+
+
+}
+
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj
new file mode 100644
index 0000000..0315386
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj
@@ -0,0 +1,91 @@
+锘�<Project Sdk="Microsoft.NET.Sdk">
+
+ <PropertyGroup>
+ <TargetFrameworks>net6.0-android;net6.0-ios;net6.0-maccatalyst</TargetFrameworks>
+ <TargetFrameworks Condition="$([MSBuild]::IsOSPlatform('windows'))">$(TargetFrameworks);net6.0-windows10.0.19041.0</TargetFrameworks>
+ <!-- Uncomment to also build the tizen app. You will need to install tizen by following this: https://github.com/Samsung/Tizen.NET -->
+ <!-- <TargetFrameworks>$(TargetFrameworks);net6.0-tizen</TargetFrameworks> -->
+ <OutputType>Exe</OutputType>
+ <RootNamespace>MauiApp1</RootNamespace>
+ <UseMaui>true</UseMaui>
+ <SingleProject>true</SingleProject>
+ <ImplicitUsings>enable</ImplicitUsings>
+
+ <!-- Display name -->
+ <ApplicationTitle>ASR demo</ApplicationTitle>
+
+ <!-- App Identifier -->
+ <ApplicationId>com.manyeyes.MauiApp1</ApplicationId>
+ <ApplicationIdGuid>be632abf-f31d-4458-8964-b4e8787dee11</ApplicationIdGuid>
+
+ <!-- Versions -->
+ <ApplicationDisplayVersion>1.0</ApplicationDisplayVersion>
+ <ApplicationVersion>1</ApplicationVersion>
+
+ <SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'ios'">14.2</SupportedOSPlatformVersion>
+ <SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'maccatalyst'">14.0</SupportedOSPlatformVersion>
+ <SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'android'">21.0</SupportedOSPlatformVersion>
+ <SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'windows'">10.0.17763.0</SupportedOSPlatformVersion>
+ <TargetPlatformMinVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'windows'">10.0.17763.0</TargetPlatformMinVersion>
+ <SupportedOSPlatformVersion Condition="$([MSBuild]::GetTargetPlatformIdentifier('$(TargetFramework)')) == 'tizen'">6.5</SupportedOSPlatformVersion>
+ </PropertyGroup>
+
+ <PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|net6.0-android|AnyCPU'">
+ <EmbedAssembliesIntoApk>True</EmbedAssembliesIntoApk>
+ </PropertyGroup>
+
+ <ItemGroup>
+ <!-- App Icon -->
+ <MauiIcon Include="Resources\AppIcon\appicon.svg" ForegroundFile="Resources\AppIcon\appiconfg.svg" Color="#F6F8F6" />
+
+ <!-- Splash Screen -->
+ <MauiSplashScreen Include="Resources\Splash\splash.svg" Color="#F6F8F6" BaseSize="128,128" />
+
+ <!-- Images -->
+ <MauiImage Include="Resources\Images\*" />
+ <MauiImage Update="Resources\Images\dotnet_bot.svg" BaseSize="168,208" />
+
+ <!-- Custom Fonts -->
+ <MauiFont Include="Resources\Fonts\*" />
+
+ <!-- Raw Assets (also remove the "Resources\Raw" prefix) -->
+ <MauiAsset Include="Resources\Raw\**" LogicalName="%(RecursiveDir)%(Filename)%(Extension)" />
+ </ItemGroup>
+
+ <ItemGroup>
+ <PackageReference Include="NAudio" Version="2.1.0" />
+ </ItemGroup>
+
+ <ItemGroup>
+ <ProjectReference Include="..\AliParaformerAsr\AliParaformerAsr.csproj" />
+ </ItemGroup>
+
+ <ItemGroup>
+ <Compile Update="RecognitionForFiles.xaml.cs">
+ <DependentUpon>RecognitionForFiles.xaml</DependentUpon>
+ </Compile>
+ <Compile Update="MainPage.xaml.cs">
+ <DependentUpon>MainPage.xaml</DependentUpon>
+ </Compile>
+ </ItemGroup>
+
+ <ItemGroup>
+ <MauiXaml Update="MainPage.xaml">
+ <Generator>MSBuild:Compile</Generator>
+ </MauiXaml>
+ <MauiXaml Update="MySplashPage.xaml">
+ <Generator>MSBuild:Compile</Generator>
+ </MauiXaml>
+ </ItemGroup>
+
+ <ItemGroup>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\model_quant.onnx">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ </ItemGroup>
+
+ <ItemGroup>
+ <Folder Include="AllModels\" />
+ </ItemGroup>
+
+</Project>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj.user b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj.user
new file mode 100644
index 0000000..66ba625
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiApp1.csproj.user
@@ -0,0 +1,22 @@
+锘�<?xml version="1.0" encoding="utf-8"?>
+<Project ToolsVersion="Current" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
+ <PropertyGroup>
+ <IsFirstTimeProjectOpen>False</IsFirstTimeProjectOpen>
+ <ActiveDebugFramework>net6.0-android</ActiveDebugFramework>
+ <ActiveDebugProfile>Xiaomi Redmi Note 7 Pro (Android 10.0 - API 29)</ActiveDebugProfile>
+ <SelectedPlatformGroup>PhysicalDevice</SelectedPlatformGroup>
+ <DefaultDevice>pixel_5_-_api_33</DefaultDevice>
+ </PropertyGroup>
+ <PropertyGroup Condition="'$(Configuration)|$(TargetFramework)|$(Platform)'=='Debug|net6.0-android|AnyCPU'">
+ <DebuggerFlavor>ProjectDebugger</DebuggerFlavor>
+ </PropertyGroup>
+ <PropertyGroup Condition="'$(TargetPlatformIdentifier)'=='iOS'">
+ <RuntimeIdentifier>iossimulator-x64</RuntimeIdentifier>
+ <PlatformTarget>x64</PlatformTarget>
+ </PropertyGroup>
+ <ItemGroup>
+ <None Update="Platforms\Windows\Package.appxmanifest">
+ <SubType>Designer</SubType>
+ </None>
+ </ItemGroup>
+</Project>
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiProgram.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiProgram.cs
new file mode 100644
index 0000000..9f70df6
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MauiProgram.cs
@@ -0,0 +1,18 @@
+锘縩amespace MauiApp1;
+
+public static class MauiProgram
+{
+ public static MauiApp CreateMauiApp()
+ {
+ var builder = MauiApp.CreateBuilder();
+ builder
+ .UseMauiApp<App>()
+ .ConfigureFonts(fonts =>
+ {
+ fonts.AddFont("OpenSans-Regular.ttf", "OpenSansRegular");
+ fonts.AddFont("OpenSans-Semibold.ttf", "OpenSansSemibold");
+ });
+
+ return builder.Build();
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml
new file mode 100644
index 0000000..7ed1091
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml
@@ -0,0 +1,21 @@
+锘�<?xml version="1.0" encoding="utf-8" ?>
+<ContentPage xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
+ xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
+ x:Class="MauiApp1.MySplashPage">
+
+ <ScrollView>
+ <VerticalStackLayout
+ Spacing="25"
+ Padding="30,0"
+ VerticalOptions="Center">
+
+ <Image
+ Source="dotnet_bot.png"
+ SemanticProperties.Description="Cute dot net bot waving hi to you!"
+ HeightRequest="66"
+ HorizontalOptions="Center" />
+ </VerticalStackLayout>
+
+ </ScrollView>
+
+</ContentPage>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml.cs
new file mode 100644
index 0000000..1e7811f
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/MySplashPage.xaml.cs
@@ -0,0 +1,25 @@
+锘縰sing Microsoft.Maui.Storage;
+using NAudio.Wave;
+using System.ComponentModel;
+using System.Net;
+using System.Reflection;
+using System.Text;
+using System.Windows.Input;
+using static System.Net.Mime.MediaTypeNames;
+using MauiApp1.Utils;
+using System;
+using Microsoft.Maui.Graphics;
+
+namespace MauiApp1;
+
+public partial class MySplashPage : ContentPage
+{
+
+ public MySplashPage()
+ {
+ InitializeComponent();
+ }
+
+
+}
+
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/AndroidManifest.xml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/AndroidManifest.xml
new file mode 100644
index 0000000..2e8abeb
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/AndroidManifest.xml
@@ -0,0 +1,17 @@
+锘�<?xml version="1.0" encoding="utf-8"?>
+<manifest xmlns:android="http://schemas.android.com/apk/res/android">
+ <application android:allowBackup="true" android:icon="@mipmap/appicon" android:supportsRtl="true"></application>
+ <uses-permission android:name="android.permission.ACCESS_NETWORK_STATE" />
+ <uses-permission android:name="android.permission.INTERNET" />
+ <uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE" android:maxSdkVersion="32" />
+ <!-- Required only if your app needs to access images or photos that other apps created -->
+ <uses-permission android:name="android.permission.READ_MEDIA_IMAGES" />
+ <!-- Required only if your app needs to access videos that other apps created -->
+ <uses-permission android:name="android.permission.READ_MEDIA_VIDEO" />
+ <!-- Required only if your app needs to access audio files that other apps created -->
+ <uses-permission android:name="android.permission.READ_MEDIA_AUDIO" />
+ <uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE" />
+ <uses-permission android:name="android.permission.CAMERA" />
+ <uses-permission android:name="android.permission.RecordAudio" />
+ <uses-sdk />
+</manifest>
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainActivity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainActivity.cs
new file mode 100644
index 0000000..1a01a5f
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainActivity.cs
@@ -0,0 +1,10 @@
+锘縰sing Android.App;
+using Android.Content.PM;
+using Android.OS;
+
+namespace MauiApp1;
+
+[Activity(Theme = "@style/Maui.SplashTheme", MainLauncher = true, ConfigurationChanges = ConfigChanges.ScreenSize | ConfigChanges.Orientation | ConfigChanges.UiMode | ConfigChanges.ScreenLayout | ConfigChanges.SmallestScreenSize | ConfigChanges.Density)]
+public class MainActivity : MauiAppCompatActivity
+{
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainApplication.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainApplication.cs
new file mode 100644
index 0000000..61f7f2d
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/MainApplication.cs
@@ -0,0 +1,39 @@
+锘縰sing Android.App;
+using Android.Runtime;
+
+namespace MauiApp1;
+
+[Application]
+
+//[assembly: UsesPermission(Android.Manifest.Permission.ReadExternalStorage, MaxSDKVersion = 32)]
+[assembly: UsesPermission(Android.Manifest.Permission.ReadMediaAudio)]
+[assembly: UsesPermission(Android.Manifest.Permission.ReadMediaImages)]
+[assembly: UsesPermission(Android.Manifest.Permission.ReadMediaVideo)]
+[assembly: UsesPermission(Android.Manifest.Permission.ManageExternalStorage)]
+// Needed for Picking photo/video
+[assembly: UsesPermission(Android.Manifest.Permission.ReadExternalStorage)]
+
+// Needed for Taking photo/video
+[assembly: UsesPermission(Android.Manifest.Permission.WriteExternalStorage)]
+[assembly: UsesPermission(Android.Manifest.Permission.Camera)]
+[assembly: UsesPermission(Android.Manifest.Permission.RecordAudio)]
+[assembly: UsesPermission(Android.Manifest.Permission.CaptureVideoOutput)]
+
+// Add these properties if you would like to filter out devices that do not have cameras, or set to false to make them optional
+[assembly: UsesFeature("android.hardware.camera", Required = true)]
+[assembly: UsesFeature("android.hardware.camera.autofocus", Required = true)]
+[assembly: UsesFeature("android.hardware.recordaudio", Required = true)]
+[assembly: UsesFeature("android.hardware.recordaudio.autofocus", Required = true)]
+[assembly: UsesFeature("android.hardware.capturevideooutput", Required = true)]
+[assembly: UsesFeature("android.hardware.capturevideooutput.autofocus", Required = true)]
+
+
+public class MainApplication : MauiApplication
+{
+ public MainApplication(IntPtr handle, JniHandleOwnership ownership)
+ : base(handle, ownership)
+ {
+ }
+
+ protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/Resources/values/colors.xml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/Resources/values/colors.xml
new file mode 100644
index 0000000..c04d749
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Android/Resources/values/colors.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="utf-8"?>
+<resources>
+ <color name="colorPrimary">#512BD4</color>
+ <color name="colorPrimaryDark">#2B0B98</color>
+ <color name="colorAccent">#2B0B98</color>
+</resources>
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/AppDelegate.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/AppDelegate.cs
new file mode 100644
index 0000000..386ebbf
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/AppDelegate.cs
@@ -0,0 +1,9 @@
+锘縰sing Foundation;
+
+namespace MauiApp1;
+
+[Register("AppDelegate")]
+public class AppDelegate : MauiUIApplicationDelegate
+{
+ protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Info.plist b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Info.plist
new file mode 100644
index 0000000..c96dd0a
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Info.plist
@@ -0,0 +1,30 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+ <key>UIDeviceFamily</key>
+ <array>
+ <integer>1</integer>
+ <integer>2</integer>
+ </array>
+ <key>UIRequiredDeviceCapabilities</key>
+ <array>
+ <string>arm64</string>
+ </array>
+ <key>UISupportedInterfaceOrientations</key>
+ <array>
+ <string>UIInterfaceOrientationPortrait</string>
+ <string>UIInterfaceOrientationLandscapeLeft</string>
+ <string>UIInterfaceOrientationLandscapeRight</string>
+ </array>
+ <key>UISupportedInterfaceOrientations~ipad</key>
+ <array>
+ <string>UIInterfaceOrientationPortrait</string>
+ <string>UIInterfaceOrientationPortraitUpsideDown</string>
+ <string>UIInterfaceOrientationLandscapeLeft</string>
+ <string>UIInterfaceOrientationLandscapeRight</string>
+ </array>
+ <key>XSAppIconAssets</key>
+ <string>Assets.xcassets/appicon.appiconset</string>
+</dict>
+</plist>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Program.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Program.cs
new file mode 100644
index 0000000..1355767
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/MacCatalyst/Program.cs
@@ -0,0 +1,15 @@
+锘縰sing ObjCRuntime;
+using UIKit;
+
+namespace MauiApp1;
+
+public class Program
+{
+ // This is the main entry point of the application.
+ static void Main(string[] args)
+ {
+ // if you want to use a different Application Delegate class from "AppDelegate"
+ // you can specify it here.
+ UIApplication.Main(args, null, typeof(AppDelegate));
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/Main.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/Main.cs
new file mode 100644
index 0000000..07507af
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/Main.cs
@@ -0,0 +1,16 @@
+using System;
+using Microsoft.Maui;
+using Microsoft.Maui.Hosting;
+
+namespace MauiApp1;
+
+class Program : MauiApplication
+{
+ protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
+
+ static void Main(string[] args)
+ {
+ var app = new Program();
+ app.Run(args);
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/tizen-manifest.xml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/tizen-manifest.xml
new file mode 100644
index 0000000..eda2ec7
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Tizen/tizen-manifest.xml
@@ -0,0 +1,15 @@
+锘�<?xml version="1.0" encoding="utf-8"?>
+<manifest package="maui-application-id-placeholder" version="0.0.0" api-version="7" xmlns="http://tizen.org/ns/packages">
+ <profile name="common" />
+ <ui-application appid="maui-application-id-placeholder" exec="MauiApp1.dll" multiple="false" nodisplay="false" taskmanage="true" type="dotnet" launch_mode="single">
+ <label>maui-application-title-placeholder</label>
+ <icon>maui-appicon-placeholder</icon>
+ <metadata key="http://tizen.org/metadata/prefer_dotnet_aot" value="true" />
+ </ui-application>
+ <shortcut-list />
+ <privileges>
+ <privilege>http://tizen.org/privilege/internet</privilege>
+ </privileges>
+ <dependencies />
+ <provides-appdefined-privileges />
+</manifest>
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml
new file mode 100644
index 0000000..4cf2244
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml
@@ -0,0 +1,8 @@
+锘�<maui:MauiWinUIApplication
+ x:Class="MauiApp1.WinUI.App"
+ xmlns="http://schemas.microsoft.com/winfx/2006/xaml/presentation"
+ xmlns:x="http://schemas.microsoft.com/winfx/2006/xaml"
+ xmlns:maui="using:Microsoft.Maui"
+ xmlns:local="using:MauiApp1.WinUI">
+
+</maui:MauiWinUIApplication>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml.cs
new file mode 100644
index 0000000..952f9b1
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/App.xaml.cs
@@ -0,0 +1,24 @@
+锘縰sing Microsoft.UI.Xaml;
+
+// To learn more about WinUI, the WinUI project structure,
+// and more about our project templates, see: http://aka.ms/winui-project-info.
+
+namespace MauiApp1.WinUI;
+
+/// <summary>
+/// Provides application-specific behavior to supplement the default Application class.
+/// </summary>
+public partial class App : MauiWinUIApplication
+{
+ /// <summary>
+ /// Initializes the singleton application object. This is the first line of authored code
+ /// executed, and as such is the logical equivalent of main() or WinMain().
+ /// </summary>
+ public App()
+ {
+ this.InitializeComponent();
+ }
+
+ protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
+}
+
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/Package.appxmanifest b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/Package.appxmanifest
new file mode 100644
index 0000000..70a6e7a
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/Package.appxmanifest
@@ -0,0 +1,46 @@
+锘�<?xml version="1.0" encoding="utf-8"?>
+<Package
+ xmlns="http://schemas.microsoft.com/appx/manifest/foundation/windows10"
+ xmlns:uap="http://schemas.microsoft.com/appx/manifest/uap/windows10"
+ xmlns:mp="http://schemas.microsoft.com/appx/2014/phone/manifest"
+ xmlns:rescap="http://schemas.microsoft.com/appx/manifest/foundation/windows10/restrictedcapabilities"
+ IgnorableNamespaces="uap rescap">
+
+ <Identity Name="maui-package-name-placeholder" Publisher="CN=User Name" Version="0.0.0.0" />
+
+ <mp:PhoneIdentity PhoneProductId="B8687A78-A016-4011-9FEF-910387A888E5" PhonePublisherId="00000000-0000-0000-0000-000000000000"/>
+
+ <Properties>
+ <DisplayName>$placeholder$</DisplayName>
+ <PublisherDisplayName>User Name</PublisherDisplayName>
+ <Logo>$placeholder$.png</Logo>
+ </Properties>
+
+ <Dependencies>
+ <TargetDeviceFamily Name="Windows.Universal" MinVersion="10.0.17763.0" MaxVersionTested="10.0.19041.0" />
+ <TargetDeviceFamily Name="Windows.Desktop" MinVersion="10.0.17763.0" MaxVersionTested="10.0.19041.0" />
+ </Dependencies>
+
+ <Resources>
+ <Resource Language="x-generate" />
+ </Resources>
+
+ <Applications>
+ <Application Id="App" Executable="$targetnametoken$.exe" EntryPoint="$targetentrypoint$">
+ <uap:VisualElements
+ DisplayName="$placeholder$"
+ Description="$placeholder$"
+ Square150x150Logo="$placeholder$.png"
+ Square44x44Logo="$placeholder$.png"
+ BackgroundColor="transparent">
+ <uap:DefaultTile Square71x71Logo="$placeholder$.png" Wide310x150Logo="$placeholder$.png" Square310x310Logo="$placeholder$.png" />
+ <uap:SplashScreen Image="$placeholder$.png" />
+ </uap:VisualElements>
+ </Application>
+ </Applications>
+
+ <Capabilities>
+ <rescap:Capability Name="runFullTrust" />
+ </Capabilities>
+
+</Package>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/app.manifest b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/app.manifest
new file mode 100644
index 0000000..2da12c4
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/Windows/app.manifest
@@ -0,0 +1,15 @@
+<?xml version="1.0" encoding="utf-8"?>
+<assembly manifestVersion="1.0" xmlns="urn:schemas-microsoft-com:asm.v1">
+ <assemblyIdentity version="1.0.0.0" name="MauiApp1.WinUI.app"/>
+
+ <application xmlns="urn:schemas-microsoft-com:asm.v3">
+ <windowsSettings>
+ <!-- The combination of below two tags have the following effect:
+ 1) Per-Monitor for >= Windows 10 Anniversary Update
+ 2) System < Windows 10 Anniversary Update
+ -->
+ <dpiAware xmlns="http://schemas.microsoft.com/SMI/2005/WindowsSettings">true/PM</dpiAware>
+ <dpiAwareness xmlns="http://schemas.microsoft.com/SMI/2016/WindowsSettings">PerMonitorV2, PerMonitor</dpiAwareness>
+ </windowsSettings>
+ </application>
+</assembly>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/AppDelegate.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/AppDelegate.cs
new file mode 100644
index 0000000..386ebbf
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/AppDelegate.cs
@@ -0,0 +1,9 @@
+锘縰sing Foundation;
+
+namespace MauiApp1;
+
+[Register("AppDelegate")]
+public class AppDelegate : MauiUIApplicationDelegate
+{
+ protected override MauiApp CreateMauiApp() => MauiProgram.CreateMauiApp();
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Info.plist b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Info.plist
new file mode 100644
index 0000000..0004a4f
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Info.plist
@@ -0,0 +1,32 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
+<plist version="1.0">
+<dict>
+ <key>LSRequiresIPhoneOS</key>
+ <true/>
+ <key>UIDeviceFamily</key>
+ <array>
+ <integer>1</integer>
+ <integer>2</integer>
+ </array>
+ <key>UIRequiredDeviceCapabilities</key>
+ <array>
+ <string>arm64</string>
+ </array>
+ <key>UISupportedInterfaceOrientations</key>
+ <array>
+ <string>UIInterfaceOrientationPortrait</string>
+ <string>UIInterfaceOrientationLandscapeLeft</string>
+ <string>UIInterfaceOrientationLandscapeRight</string>
+ </array>
+ <key>UISupportedInterfaceOrientations~ipad</key>
+ <array>
+ <string>UIInterfaceOrientationPortrait</string>
+ <string>UIInterfaceOrientationPortraitUpsideDown</string>
+ <string>UIInterfaceOrientationLandscapeLeft</string>
+ <string>UIInterfaceOrientationLandscapeRight</string>
+ </array>
+ <key>XSAppIconAssets</key>
+ <string>Assets.xcassets/appicon.appiconset</string>
+</dict>
+</plist>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Program.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Program.cs
new file mode 100644
index 0000000..1355767
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Platforms/iOS/Program.cs
@@ -0,0 +1,15 @@
+锘縰sing ObjCRuntime;
+using UIKit;
+
+namespace MauiApp1;
+
+public class Program
+{
+ // This is the main entry point of the application.
+ static void Main(string[] args)
+ {
+ // if you want to use a different Application Delegate class from "AppDelegate"
+ // you can specify it here.
+ UIApplication.Main(args, null, typeof(AppDelegate));
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Properties/launchSettings.json b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Properties/launchSettings.json
new file mode 100644
index 0000000..edf8aad
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Properties/launchSettings.json
@@ -0,0 +1,8 @@
+{
+ "profiles": {
+ "Windows Machine": {
+ "commandName": "MsixPackage",
+ "nativeDebugging": false
+ }
+ }
+}
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml
new file mode 100644
index 0000000..cb08f3e
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml
@@ -0,0 +1,88 @@
+锘�<?xml version="1.0" encoding="utf-8" ?>
+<ContentPage xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
+ xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml"
+ x:Class="MauiApp1.RecognitionForFiles">
+ <ScrollView>
+ <VerticalStackLayout
+ Spacing="25"
+ Padding="15,15"
+ VerticalOptions="Start">
+ <StackLayout>
+ <Grid ColumnSpacing="5" RowSpacing="5">
+ <Grid.ColumnDefinitions>
+ <ColumnDefinition Width="*" />
+ <ColumnDefinition Width="80" />
+ <ColumnDefinition Width="120" />
+ </Grid.ColumnDefinitions>
+ <Grid.RowDefinitions>
+ <RowDefinition Height="40" />
+ <RowDefinition Height="15" />
+ <RowDefinition Height="*" />
+ <RowDefinition Height="*" />
+ </Grid.RowDefinitions>
+ <Label Text="models not checked" Grid.Row="0" Grid.Column="0"
+ x:Name="ModelStatusLabel"
+ VerticalTextAlignment="Center" HorizontalTextAlignment="Start"/>
+ <Button Grid.Row="0" Grid.Column="1"
+ x:Name="BtnDownLoadCheck"
+ Text="Check"
+ SemanticProperties.Hint="Counts the number of times you click"
+ Clicked="OnDownLoadCheckClicked"
+ HorizontalOptions="Center" />
+ <Button Grid.Row="0" Grid.Column="2"
+ x:Name="BtnDownLoadModels"
+ Text="Download"
+ SemanticProperties.Hint="Counts the number of times you click"
+ Clicked="OnDownLoadModelsClicked"
+ HorizontalOptions="EndAndExpand" />
+ <Label Grid.Row="2" Grid.Column="0" Grid.ColumnSpan="3"
+ x:Name="DownloadProgressLabel"
+ Text="" IsVisible="False"
+ BackgroundColor="White"
+ HorizontalOptions="FillAndExpand"
+ HorizontalTextAlignment="Start"
+ TextColor="Red"/>
+ <ProgressBar IsVisible="False" Grid.Row="3" Grid.Column="0" Grid.ColumnSpan="3"
+ x:Name="DownloadProgressBar" HorizontalOptions="FillAndExpand" />
+ </Grid>
+ <Label Grid.Row="1" Grid.Column="0" Grid.ColumnSpan="3"
+ x:Name="DownloadResultsLabel"
+ Text="" IsVisible="False"
+ BackgroundColor="White"
+ TextColor="Red"/>
+ <Grid ColumnSpacing="5" RowSpacing="5">
+ <Grid.ColumnDefinitions>
+ <ColumnDefinition Width="4*" />
+ <ColumnDefinition Width="8*" />
+ </Grid.ColumnDefinitions>
+ <Grid.RowDefinitions>
+ <RowDefinition Height="40" />
+ </Grid.RowDefinitions>
+ <Button Grid.Row="0" Grid.Column="0"
+ x:Name="BtnRecognitionExample"
+ Text="Example"
+ SemanticProperties.Hint="Counts the number of times you click"
+ Clicked="OnBtnRecognitionExampleClicked"
+ HorizontalOptions="FillAndExpand" />
+ <Button Grid.Row="0" Grid.Column="1"
+ x:Name="BtnRecognitionFiles"
+ Text="Recognition Files"
+ SemanticProperties.Hint="Counts the number of times you click"
+ Clicked="OnBtnRecognitionFilesClicked"
+ HorizontalOptions="FillAndExpand" />
+ </Grid>
+ </StackLayout>
+ <Label FlowDirection="MatchParent"
+ Text="Display recognition results"
+ SemanticProperties.HeadingLevel="Level2"
+ SemanticProperties.Description="Welcome to dot net Multi platform App U I"
+ FontSize="15"
+ Background="#F6F8F6"
+ Padding="10,10,10,10"
+ x:Name="AsrResults"
+ HorizontalOptions="FillAndExpand"
+ BackgroundColor="White"
+ TextColor="Red" />
+ </VerticalStackLayout>
+ </ScrollView>
+</ContentPage>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml.cs
new file mode 100644
index 0000000..abc115f
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/RecognitionForFiles.xaml.cs
@@ -0,0 +1,496 @@
+锘縰sing Microsoft.Maui.Storage;
+using NAudio.Wave;
+using System.ComponentModel;
+using System.Net;
+using System.Reflection;
+using System.Text;
+using System.Windows.Input;
+using static System.Net.Mime.MediaTypeNames;
+using MauiApp1.Utils;
+using System;
+using Microsoft.Maui.Graphics;
+
+namespace MauiApp1;
+
+public partial class RecognitionForFiles : ContentPage
+{
+ private AliParaformerAsr.OfflineRecognizer _offlineRecognizer = null;
+
+
+ public RecognitionForFiles()
+ {
+ InitializeComponent();
+ //GetDownloadState();
+ }
+
+ private async void OnDownLoadCheckClicked(object sender, EventArgs e)
+ {
+ BtnDownLoadCheck.IsEnabled = false;
+ TaskFactory taskFactory = new TaskFactory();
+ await taskFactory.StartNew(async () =>
+ {
+ DownloadCheck();
+ });
+ BtnDownLoadCheck.IsEnabled = true;
+ }
+
+ private async void OnDownLoadModelsClicked(object sender, EventArgs e)
+ {
+ BtnDownLoadModels.IsEnabled = false;
+ DownloadProgressBar.Progress = 0 / 100.0;
+ DownloadProgressLabel.Text = "";
+ TaskFactory taskFactory = new TaskFactory();
+ await taskFactory.StartNew(async () =>
+ {
+ DownloadModels();
+ });
+ BtnDownLoadModels.IsEnabled = true;
+ }
+
+ async void DownloadModels()
+ {
+ string paraformerFilejson = "[{},{}]";
+
+ string[] downloadUrls = {
+ "http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/model_quant.onnx",
+ "http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/am.mvn",
+ "http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/asr.yaml",
+ "http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/tokens.txt",
+ "http://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx/resolve/main/example/0.wav" };
+ string[] fileNames = { "model.int8.onnx", "am.mvn", "asr.yaml", "tokens.txt", "0.wav" };
+ var rootFolderName = "AllModels";
+ var subFolderName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
+ List<int> indexs = new List<int>();
+ DownloadHelper downloadHelper = new DownloadHelper(this.DownloadDisplay);
+ DownloadProgressLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressLabel.IsVisible = true;
+ DownloadProgressLabel.Text = "";
+ }));
+
+ DownloadProgressBar.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressBar.IsVisible = true;
+ DownloadProgressBar.Progress = 0 / 100.0;
+ }));
+ while (indexs.Count < downloadUrls.Length)
+ {
+ if (downloadHelper.IsDownloading)
+ {
+ continue;
+ }
+ for (int i = 0; i < downloadUrls.Length; i++)
+ {
+ if (indexs.Contains(i))
+ {
+ continue;
+ }
+ if (downloadHelper.IsDownloading)
+ {
+ break;
+ }
+ var downloadUrl = downloadUrls[i];
+ var fileName = fileNames[i];
+ downloadHelper.DownloadCreate(downloadUrl, fileName, rootFolderName, subFolderName);
+ downloadHelper.DownloadStart();
+ indexs.Add(i);
+ }
+ }
+ DownloadProgressLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressLabel.IsVisible = false;
+ DownloadProgressLabel.Text = "";
+ }));
+
+ DownloadProgressBar.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressBar.IsVisible = false;
+ DownloadProgressBar.Progress = 0 / 100.0;
+ }));
+ }
+
+ async void GetDownloadState()
+ {
+ string[] fileNames = { "model.int8.onnx", "am.mvn", "asr.yaml", "tokens.txt", "0.wav" };
+ string[] md5Strs = { "a171eff9959f2486d5c1bafce61d0b7a", "dc1dbdeeb8961f012161cfce31eaacaf", "71d32ccf12dbb85a5d8b249558f258fb", "5c8702dc2686b846fe268d9aa712be9b", "af1295e53df7298458f808bc0cd946e2" };
+ var rootFolderName = "AllModels";
+ var subFolderName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
+ DownloadHelper downloadHelper = new DownloadHelper();
+ bool state = downloadHelper.GetDownloadState(fileNames, rootFolderName, subFolderName, md5Strs);
+ ModelStatusLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ if (state)
+ {
+ ModelStatusLabel.Text = "model is ready";
+ }
+ else
+ {
+ ModelStatusLabel.Text = "model not ready";
+ }
+
+ }));
+ }
+
+ async void DownloadCheck()
+ {
+ string[] fileNames = { "model.int8.onnx", "am.mvn", "asr.yaml", "tokens.txt", "0.wav" };
+ string[] md5Strs = { "a171eff9959f2486d5c1bafce61d0b7a", "dc1dbdeeb8961f012161cfce31eaacaf", "71d32ccf12dbb85a5d8b249558f258fb", "5c8702dc2686b846fe268d9aa712be9b", "af1295e53df7298458f808bc0cd946e2" };
+ var rootFolderName = "AllModels";
+ var subFolderName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
+ DownloadHelper downloadHelper = new DownloadHelper(this.DownloadDisplay);
+ bool state = downloadHelper.GetDownloadState(fileNames, rootFolderName, subFolderName, md5Strs);
+ ModelStatusLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ if (state)
+ {
+ ModelStatusLabel.Text = "model is ready";
+ }
+ else
+ {
+ ModelStatusLabel.Text = "model not ready";
+ }
+
+ }));
+ if (!state)
+ {
+ DownloadResultsLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadResultsLabel.IsVisible = true;
+ DownloadResultsLabel.Text = "";
+ }));
+ for (int i = 0; i < fileNames.Length; i++)
+ {
+ downloadHelper.DownloadCheck(fileNames[i], rootFolderName, subFolderName, md5Strs[i]);
+ }
+ }
+
+ }
+
+
+ private void DownloadDisplay(int progress, DownloadState downloadState, string filename, string msg = "")
+ {
+
+ switch (downloadState)
+ {
+ case DownloadState.inprogres:
+ DownloadProgressBar.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressBar.Progress = progress / 100.0;
+ }));
+ DownloadProgressLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressLabel.Text = $"鏂囦欢锛歿filename}锛屾鍦ㄤ笅杞斤紝杩涘害锛歿progress}%\n";
+ }));
+
+ break;
+ case DownloadState.cancelled:
+ DownloadProgressBar.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressBar.Progress = progress / 100.0;
+ }));
+ DownloadProgressLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressLabel.Text = $"鏂囦欢锛歿filename}锛屼笅杞藉凡鍙栨秷\n";
+ }));
+ break;
+ case DownloadState.error:
+ DownloadProgressBar.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressBar.Progress = progress / 100.0;
+ }));
+ DownloadProgressLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressLabel.Text = $"鏂囦欢锛歿filename}锛屼笅杞藉け璐ワ細{msg}\n";
+ }));
+ DownloadResultsLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadResultsLabel.Text += $"鏂囦欢锛歿filename}锛屼笅杞藉け璐ワ細{msg}\n";
+ }));
+ break;
+ case DownloadState.completed:
+ DownloadProgressBar.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressBar.Progress = progress / 100.0;
+ }));
+ DownloadProgressLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressLabel.Text = $"鏂囦欢锛歿filename}锛屼笅杞藉畬鎴怽n";
+ }));
+ DownloadResultsLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadResultsLabel.Text += $"鏂囦欢锛歿filename}锛屼笅杞藉畬鎴怽n";
+ }));
+ break;
+ case DownloadState.existed:
+ DownloadProgressBar.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadProgressBar.Progress = progress / 100.0;
+ }));
+ DownloadResultsLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadResultsLabel.Text += $"鏂囦欢锛歿filename}锛屽凡瀛樺湪\n";
+ }));
+ break;
+ case DownloadState.noexisted:
+ DownloadResultsLabel.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ DownloadResultsLabel.Text += $"鏂囦欢锛歿filename}锛屼笉瀛樺湪\n";
+ }));
+ break;
+ }
+ }
+
+ private async void OnBtnRecognitionExampleClicked(object sender, EventArgs e)
+ {
+ BtnRecognitionExample.IsEnabled = false;
+ TaskFactory taskFactory = new TaskFactory();
+ await taskFactory.StartNew(async () =>
+ {
+ TestAliParaformerAsrOfflineRecognizer();
+ });
+ BtnRecognitionExample.IsEnabled = true;
+ }
+
+ private async void OnBtnRecognitionFilesClicked(object sender, EventArgs e)
+ {
+ var customFileType = new FilePickerFileType(
+ new Dictionary<DevicePlatform, IEnumerable<string>>
+ {
+ { DevicePlatform.iOS, new[] { "public.my.comic.extension" } }, // UTType values
+ { DevicePlatform.Android, new[] { "audio/x-wav" } }, // MIME type
+ { DevicePlatform.WinUI, new[] { ".cbr", ".cbz" } }, // file extension
+ { DevicePlatform.Tizen, new[] { "*/*" } },
+ { DevicePlatform.macOS, new[] { "cbr", "cbz" } }, // UTType values
+ });
+
+ PickOptions options = new()
+ {
+ PickerTitle = "Please select a comic file",
+ FileTypes = customFileType,
+ };
+
+
+ TaskFactory taskFactory = new TaskFactory();
+ await taskFactory.StartNew(async () =>
+ {
+ var fileResult = await PickAndShow(options);
+ string fullpath = fileResult.FullPath;
+ List<string> fullpaths = new List<string>();
+ fullpaths.Add(fullpath);
+ RecognizerFilesByAliParaformerAsrOffline(fullpaths);
+
+ });
+
+
+ }
+
+ public async Task<FileResult> PickAndShow(PickOptions options)
+ {
+ try
+ {
+ var result = await FilePicker.Default.PickAsync(options);
+ return result;
+ }
+ catch (Exception ex)
+ {
+ // The user canceled or something went wrong
+ }
+
+ return null;
+ }
+
+ public void CreateDownloadFile(string fileName)
+ {
+
+ var downloadFolder = FileSystem.AppDataDirectory + "/Download/";
+ Directory.CreateDirectory(downloadFolder);
+ var filePath = downloadFolder + fileName;
+ File.Create(filePath);
+ }
+
+ public AliParaformerAsr.OfflineRecognizer initAliParaformerAsrOfflineRecognizer(string modelName)
+ {
+ if (_offlineRecognizer == null)
+ {
+ try
+ {
+ string allModels = "AllModels";
+ string modelFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/model.int8.onnx";
+ string configFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/asr.yaml";
+ string mvnFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/am.mvn";
+ string tokensFilePath = SysConf.ApplicationBase + "/" + allModels + "/" + modelName + "/tokens.txt";
+ _offlineRecognizer = new AliParaformerAsr.OfflineRecognizer(modelFilePath, configFilePath, mvnFilePath, tokensFilePath);
+ }
+ catch
+ {
+ DisplayAlert("Tips", "Please check if the model is correct", "close");
+ }
+ }
+ return _offlineRecognizer;
+ }
+
+ public void RecognizerFilesByAliParaformerAsrOffline(List<string> fullpaths)
+ {
+ string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
+ AliParaformerAsr.OfflineRecognizer offlineRecognizer = initAliParaformerAsrOfflineRecognizer(modelName);
+ if (offlineRecognizer == null) { return; }
+ AsrResults.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ AsrResults.Text = "姝ｅ湪璇嗗埆锛岃绋嶅悗鈥︹��";
+ }
+ ));
+ List<float[]>? samples = new List<float[]>();
+ TimeSpan total_duration = new TimeSpan(0L);
+ foreach (string fullpath in fullpaths)
+ {
+ string wavFilePath = string.Format(fullpath);
+ if (!File.Exists(wavFilePath))
+ {
+ continue;
+ }
+ AudioFileReader _audioFileReader = new AudioFileReader(wavFilePath);
+ byte[] datas = new byte[_audioFileReader.Length];
+ _audioFileReader.Read(datas, 0, datas.Length);
+ TimeSpan duration = _audioFileReader.TotalTime;
+ float[] wavdata = new float[datas.Length / 4];
+ Buffer.BlockCopy(datas, 0, wavdata, 0, datas.Length);
+ float[] sample = wavdata.Select((float x) => x * 32768f).ToArray();
+ samples.Add(sample);
+ total_duration += duration;
+ }
+ AsrResults.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ TimeSpan start_time = new TimeSpan(DateTime.Now.Ticks);
+ foreach (var sample in samples)
+ {
+ List<float[]> temp_samples = new List<float[]>();
+ temp_samples.Add(sample);
+ List<string> results = offlineRecognizer.GetResults(temp_samples);
+ foreach (string result in results)
+ {
+ Console.WriteLine(result);
+ Console.WriteLine("");
+ AsrResults.Text = string.Format("result:{0}\n", result);
+ }
+ }
+ TimeSpan end_time = new TimeSpan(DateTime.Now.Ticks);
+ double elapsed_milliseconds = end_time.TotalMilliseconds - start_time.TotalMilliseconds;
+ double rtf = elapsed_milliseconds / total_duration.TotalMilliseconds;
+ AsrResults.Text += string.Format("elapsed_milliseconds:{0}\n", elapsed_milliseconds.ToString());
+ AsrResults.Text += string.Format("total_duration:{0}\n", total_duration.TotalMilliseconds.ToString());
+ AsrResults.Text += string.Format("rtf:{1}\n", "0".ToString(), rtf.ToString());
+ AsrResults.Text += string.Format("End!");
+ }));
+
+ }
+
+ public void TestAliParaformerAsrOfflineRecognizer(List<float[]>? samples = null)
+ {
+ string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
+ AliParaformerAsr.OfflineRecognizer offlineRecognizer = initAliParaformerAsrOfflineRecognizer(modelName);
+ if (offlineRecognizer == null) { return; }
+ AsrResults.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ AsrResults.Text = "姝ｅ湪璇嗗埆锛岃绋嶅悗鈥︹��";
+ }
+ ));
+ TimeSpan total_duration = new TimeSpan(0L);
+ if (samples == null)
+ {
+ samples = new List<float[]>();
+ for (int i = 0; i < 1; i++)
+ {
+ string wavFilePath = string.Format(SysConf.ApplicationBase + "/AllModels/" + modelName + "/{0}.wav", i.ToString());
+ if (!File.Exists(wavFilePath))
+ {
+ break;
+ }
+ AudioFileReader _audioFileReader = new AudioFileReader(wavFilePath);
+ byte[] datas = new byte[_audioFileReader.Length];
+ _audioFileReader.Read(datas, 0, datas.Length);
+ TimeSpan duration = _audioFileReader.TotalTime;
+ float[] wavdata = new float[datas.Length / 4];
+ Buffer.BlockCopy(datas, 0, wavdata, 0, datas.Length);
+ float[] sample = wavdata.Select((float x) => x * 32768f).ToArray();
+ samples.Add(sample);
+ total_duration += duration;
+ }
+ }
+ AsrResults.Dispatcher.Dispatch(
+ new Action(
+ delegate
+ {
+ TimeSpan start_time = new TimeSpan(DateTime.Now.Ticks);
+ foreach (var sample in samples)
+ {
+ List<float[]> temp_samples = new List<float[]>();
+ temp_samples.Add(sample);
+ List<string> results = offlineRecognizer.GetResults(temp_samples);
+ foreach (string result in results)
+ {
+ AsrResults.Text = string.Format("result:{0}\n", result);
+ }
+ }
+ TimeSpan end_time = new TimeSpan(DateTime.Now.Ticks);
+ double elapsed_milliseconds = end_time.TotalMilliseconds - start_time.TotalMilliseconds;
+ double rtf = elapsed_milliseconds / total_duration.TotalMilliseconds;
+ Console.WriteLine("elapsed_milliseconds:{0}", elapsed_milliseconds.ToString());
+ Console.WriteLine("total_duration:{0}", total_duration.TotalMilliseconds.ToString());
+ Console.WriteLine("rtf:{1}", "0".ToString(), rtf.ToString());
+ Console.WriteLine("Hello, World!");
+ AsrResults.Text += string.Format("elapsed_milliseconds:{0}\n", elapsed_milliseconds.ToString());
+ AsrResults.Text += string.Format("total_duration:{0}\n", total_duration.TotalMilliseconds.ToString());
+ AsrResults.Text += string.Format("rtf:{1}\n", "0".ToString(), rtf.ToString());
+ AsrResults.Text += string.Format("End!");
+ }
+ ));
+
+ }
+}
+
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appicon.svg b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appicon.svg
new file mode 100644
index 0000000..57123b3
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appicon.svg
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<svg width="456" height="456" viewBox="0 0 456 456" version="1.1" xmlns="http://www.w3.org/2000/svg">
+ <rect x="0" y="0" width="456" height="456" fill="#F6F8F6" />
+</svg>
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appiconfg.svg b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appiconfg.svg
new file mode 100644
index 0000000..5f73c81
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/AppIcon/appiconfg.svg
@@ -0,0 +1,492 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" width="512px" height="512px" viewBox="0 0 512 512" enable-background="new 0 0 512 512" xml:space="preserve"> <image id="image0" width="512" height="512" x="0" y="0"
+ href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAgAAAAIACAYAAAD0eNT6AAAABGdBTUEAALGPC/xhBQAAACBjSFJN
+AAB6JgAAgIQAAPoAAACA6AAAdTAAAOpgAAA6mAAAF3CculE8AAAABmJLR0QA/wD/AP+gvaeTAAAA
+CXBIWXMAAAsTAAALEwEAmpwYAABrVElEQVR42u3deZxbdfU//td5J5l9JtMVSlsobactlLKKyiKb
+RVFZBH+4ooJipaUsRXH7qLUqKh8tZS9U8IMK+vlYv6wiqCCLLCq7QLcpbSmlhS50ktlnknt+f7RT
+pmkyuXeSzD3vd8778fAh3LzneXPe97zPuWQyCc2ceUIFAAbQ+9BDjyLomDnzBACIAaB+h9VTTz31
+1FNPPcGecSkY9dRTTz311FPPn2dcCkY99dRTTz311PM3yPdMC4JRTz311FNPPfX8jcA3AJKDUU89
+9dRTTz31/I1ANwDSg1FPPfXUU0899fx5vm8AbAhGPfXUU0899dTz5/m6AbAlGPXUU0899dRTz5+X
+9wbApmDUU0899dRTTz1/HgWZLD0Y9dRTTz311FPPn0dBJksPRj311FNPPfXU8+dRkMnSg1FPPfXU
+U0899fx5FGSy9GDUU0899dRTTz1/HgWZLD0Y9dRTTz311FPPn0dBJksPRj311FNPPfXU8+eRS8Go
+p5566qmnnnr+PHIpGPXUU0899dRTz59nXApGPfXUU0899dTz5xmXglFPPfXUU0899fx5xqVg1FNP
+PfXUU089f54JMll6MOqpp5566qmnnj/PuBSMeuqpp5566qnnzzMuBaOeeuqpp5566vkb5HumBcGo
+p5566qmnnnr+RuAbAMnBqKeeeuqpp556/kagGwDpwainnnrqqaeeev483zcANgSjnnrqqaeeeur5
+83zdANgSjHrqqaeeeuqp58/LewNgUzDqqaeeeuqpp54/j4JMlh6Meuqpp5566qnnz6Mgk6UHo556
+6qmnnnrq+fMoyGTpwainnnrqqaeeev48CjJZejDqqaeeeuqpp54/j4JMlh6Meuqpp5566qnnz6Mg
+k6UHo5566qmnnnrq+fPIpWDUU0899dRTTz1/HrkUjHrqqaeeeuqp588zLgWjnnrqqaeeeur584xL
+wainnnrqqaeeev4841Iw6qmnnnrqqaeeP49mzjyhwpVgXPD22++nI2PVY6dSpH4cUWQCARNAGAXG
+CBBGgHkEQBEGKohQm+kxM8DpnU+pbxBAEVD+r36AdI+ZewjUzkALiDcweyvZ625Opzqeam/5w/Ob
+Nz+YKub16DuteuoBwPz5HN3SkjwCBscCPI0ZU+GlxwFoJOI6gGIu7Tc/HjPaiaI9REiDaBsY20DY
+BsYWBtYBvA6G1kZ6sfK66xq2FPN6ZA71gnk0c+YJMVeCsc2bO3frXml0HwsTPQpkDgbTDCKzt+TN
+LtnzgCTBe9hw7Dcjh8X/vGAB9QTxpOeLeuF48+dzxdZk68eY+fMEmglCPWDf/pDh8SaAXmZ4L1Ia
+T7f3vvbMhuav9b8psD5fbPJo5swT4Eow0r0vXb6lvjpVOZPBpzDjROJ0k6zN6Y7HjG0EXtxr6Jol
+VzVszedJzBf1wvUuuig5Kh3hSwC6gAgj+j9m+/6Q5HnMqwjpx+Cl/tIZ6/nrbYv2bw3qScgXG73g
+V05wMBK9iy5KjkpH+SzycDYMjgMoZtPmtN1jRjvA11ZHOq5YuHBMezZPUr6oF743Z87bdaio+i5A
+c8vx12xhegB6QHicmJb2GtypN++l9QJfPcnBSPHmzuVKL5I4i4w5l5lPIqLorh+0eHPa7DGwHh4u
+vvGahnv6H5eQL+rJ8eZekvw4E18LovHZPCn5XA4eM6dA9DCBbqPeuruuv566M72w88V2L9AVlB5M
+2N7FFyea0hGazYwvZL5kCLi1Oa31mBe3xRsu+/UC6go7X9ST431xPlfVJpPXEGhWLk9kPpeLx7yV
+gd+AePGNixpXA27lX1ie76toQzBheXMuSx7LzF8jxulEZLJ5ojZTmXvM/AJH0qc2v3TWFjiQf+oV
+5s2d2z7Oi6b+RESH5PIk53M5eczsAbjHo/QvVr981jNwIP/C9HytvC3BDLU3e17riQTvRwQ6ZiBP
+6mYqby+1rqt782nrV89e1XcYluWfeoV7cy9LTmMPD4KwXy7PjnwuP89D+ol0uuMHa1d88R+wNP/C
+9vKuvk3BDJV3wbzE+yOMn4DoxHyeLZupHD1m3pxKbzlp7crZq2BR/qlXHG/uZclpHvPjBBqVy7Mp
+n8vVY/b+DkS+s/ja4f8K6rmUz4PxKMhk6cGU2ps1r31sDOmfAnyOn5snGzdTuXkM3uBR9Oibr258
+I6hnez6Xs7dzLz8BYEIuz8Z8Ll8PzIw/IpK+/MaFw1/347mUz4P1KMhk6cGUyps48ZFYrK71G2B8
+B0CNH8/uzVReHoieN731R2d7l3GuYXM+l7v3xflcVZtI/lN/5++et+PPfvHjVEf9wiVLqDeX51I+
+F+KZIJOlB1MKb8qBfzo0Wtv6TzB+DG3+TnoEHO5Fkwv9ejbns3pAbTJ5jTZ/Nz0i1BLhp9Ga5HNz
+57W8N5sXdv5J8ijIZOnBFNM74ojfUVt33Y9BfBl2fkKFn+HSZio3z2M+ffHV8fsG8mzNZ/V2jAvn
+Jc8EcGcuz6V8Vo/TzPjFqHjD9/s+Fjzs/JPmUZDJ0oMpljf1oDsnMUXvIODwIJ6s5FcvqMfA+mrT
+fqB+YqCb3qxZb9bEautfRY7f+4edf+qVxmPml4nM51a+fNrLcCifi+GZIJOlB1MMb8pBd50Dij6n
+zb/8PAL27UzXfDvbY7bms3rvjmhN3fehzb/sPCKa4Xne0xMP/N15cCifi+GRS8EU4o0efUFF46hT
+riBjLg7qSU5+9YJ5zGhPGUzo/xnkNuazeruPCy9MjEAFrQNQl/mYpPxTr7Seh9QtXYl7523YcEc3
+LM7nYnnGpWAG6+2//1Wj46M+8jdt/uoRoTbGvCsPbMxn9fYcHMM8aPMve88gen51w5l/nThj6TCb
+87lYHs2ceYIzwQzGm3zALdNMZNQ9RDQhqGdb8qvnG9o6Mt4w9sknT+yBZfms3p5j/nyu2JJo3ahf
+6ateP28NET52/VUNK/x6UvK5mJ5xKZig3qSptx9HkVGPafNXb7dBNHJzS8tHYFk+q5d9bG5pPVWb
+v3oZ3kT28NScS5LH+fEk5XMxPRNksvRggniTDrj9lEi07j5D1BjUcyD51cvjMafOgUX5rF7uQcTn
+9P93G/JPvSHwCMNA/ODcSxIfGciTls/F9EyQydKD8etNnHb7R02k7g9kTFVQz5nkV29gj8zMWOzY
+vs9/EJ3P6uUe8+dzFEQf3PWDtuSfekPiEVG1R7h7zqXJ/y+bJy2fi+0Zl4Lx400+8Hcfj0Tqlhoy
+lUG9sJNVvaHzDNA4dsK5h0F4Pqs38NjSkjyCgAbArvxTb+g8IqoA+PezL0me1f+4xHwutmdcCiaf
+N+mA208hqvmtMSYa1JOSrOoNnReN1h0Nwfmsno9hcCxgZ/6pN3QeEUWJ+Pdz5rWcAgjO5yJ7xqVg
+BvImTb39uIip+z9jTEVQT1qyqjc0HkUqm6Tms3p+B0+zNf/UG1qPiCrAdOeFl2z/AMTmc3E9E2i2
+8GByeROafjk1Eq3X3/mrF8gzMFODejbuD5c9eJhma/6pN/QegGqPvbv3nby4/94Xk8/F9gLdAEgP
+JteH/FRUjr6XDA0L6klPVvVK6zFo3yCejfvDfS89ztb8Uy8cjwjDKytH3TN28pWjIC6fi+v5vgGw
+IZhMb/z4c2PRmklL9e/81RuMR+B6v56N+6McPA/odw3tyj/1wvMINLGmYtLSI474HUnK52J7vm4A
+bAkm06tuOGOhMfT+oJ5tyapeaTwm+LoBsHV/lINH3HcTZ1/+qReuRyZ2VGt37VVBPZv2R94bAJuC
+6e9NOeiuc8hEvhrUszVZ1QvHs3V/lJcnJ1/Us8sjogvnXJr4vF/Ptv1hgkyWHkyfN/nAOycTRa4P
+6tmerOoV1yNG60CerfujvDxqszX/1JPi0eILLk7kfUOwjfvDBJksPRgAfMQRvyNjIncAqAniuZOs
+6hXLY1DOGwBb90e5eWSiSVvzTz0ZHhFqTYRunzWLY7k8W/eHCTJZejAAetu6635MRIcF8VxKVvWK
+5xF4fbbjNu+PcvNAeCOoJyX/1JPjEfCeWG3yh9kes3l/mCCTpQfTdODdR4L4siCehORST6y3x1eF
+2rw/ytPjlUE8Yfmnnizv8tlfazmi/wHb94cJMllyMBMnPhIjQ7cCFPHrCUsu9aR5tPsNgM37o1w9
+Ilru1xOXf+oJ8yhiPLpl/nyOAm7sDxNksuRgYnWt3yCiGX49ecmlnjiP+Ym+f7R9f5SrR/2u4UBD
+ZP6pJ9CjQ7clWi9zZX+YME9eLG/u3PZx7OHbfj25yaWeFI+Bls1vxl8A7N8f5eyNaIg/z0ByIE9i
+/qkn1/PA39tv2nX7wYH9YVzY7Olo+koi1PrxpCeXelI8/uvSpZR2YX+Us7dgAaUI3kO5PLn5p55g
+ry4W2ftH/Q/D0v1hwjx5MbwLL04cZYg/48ezJLnUE+Ax4/awN6d6xfLM7dmOSs4/9WR7xPS5iVNv
+OQKW7w8T5smL4hlcAeS/mjYll3ohN3/wls6WlgchonmpV6g3sqH+fmZs639Mcv6pJ98jIhOJNi6A
+5fvDBJksLZi5l7aeBKIT83m2JZd64Xpg78YNG764E3n3KCzbH+rtGAsWUA+BF+/6QeH5p54dHlHs
+5KYZ9x4f1JO0P0yQydKCYXgL8nm2Jpd6IXket/a2v7oYAjanesXzeg1dw4x28fmnnlUegX8QxJO2
+P0yYJy/Em3NZ8lgQHTuQZ3tyqTf0HqPr2rVrv7u9/2FYuD/U230suaphK3P6Wun5p55dHoFOuGBe
+wtc3zkrcHybMkxfiEfPXB/JcSC71htZjTq3vSj6ysP9hWLo/1NvTa9n8lysZ3rp3j8rKP/Xs9Azw
+tXye1P0xiF+Qhh/MxRcnmlIGK4iyf52xS8ml3tB5qXTbx9es+MIDfYchqHmpVxxv0rTbT4tEqv8o
+Mf/Us9XjtInw1Ot+0fhaNk/y/jCBZgsJJh2h2dr81Sum5yF1gzZ/973XVpxzn4f0Emn5p57NHkXS
+aXNBtkek749ANwASgpk7lyuZ8YVsj8lIBvVs8zx4zyU2P9j3SZJiNqd6pfHaaugSAC8E9WzJZ/XC
+8PiL8+dzRf8jNuwP3zcAUoLxIomziDAi87isZFDPFs9jb21H5/qztmz5VTeEbU71SuPd/tNRXRSL
+ngpgnV/PlnxWLxyPQKO2tbad0ffvtuwPXzcAkoIhY87NPCYtGdSzw2P2NqfTW07buOaytyBwc6pX
+Ou+Gn9duTKf5FDBvzufZks/qhet5zOcBdu2PvNFJCmbWZcmRUY83EVF01w8KTQb1ZHsMb11395bT
+1q+evQpCN6d6pfdmX9oy0YD+AqLJ2Txb8lk9CR73el2dY5qbP52EJfvDBJkcdjBR5k9o81evGL/z
+b+9cf7w2f/UWX924BrHo8Qw8n/mYLfmsnhQPMY7i/4NF+8MEmRx2MOTh7F0/KD4Z1JPoeUjdkNj8
+5xP1ZX/1+sYNP6/daHrrj2bmG3b9oCX5rJ4sj0zkE/0PQ/j+oCCTwwzmS5dvqa/qrdhKRBW2JIN6
+cjz2UmvTXvs8/VM/9QYasy9NnEaM64D0fpLzWT2ZHoO7W7c9ts9bb13XCgH5nM8zQSaHGUx1qnKm
+Nn/1AnsetzJ3XdHe8thh2vzVyzeaXznjvu2bHzjE83p+xkDbjqOC8lk90R6BKmsa33cchORzPs8E
+mRxmMAw+xbZkUC88j8FbmNMLejtebmp+9VM/3Ljx2s5dDwnIZ/Xkelu23NS5evmn53cllzUxUlcA
+ZmvY+ayePV40UnuypHweyIsGmRxmMPBwEmBfMqg3hB5jOxP/jRm3d7a0PKhf6ateId4bb3xvG4Dv
+HnPMIz/cmkyewoxzQHQyAY35PJH7Q70h8QCcFNQLa39QmCf3O+bO3bqXFzFv2ZgM6hXXY+YegNqI
+0MLg9QBWEbAczE9sfjP+wtKllJaez+rZ6519NkdGjkkcToaOBWEaMaaCaDwzGgGu019Tqgcw9xKN
+XnJVw1Y/Xpj5HLVhc6ao5wMGlTkWO9iwNbmYIklDdD8z/509finKZl13d33LkiXUm2/9IPz6qqee
+Ld7SpZQG8MzO/4l7fkPtnXvu67FodPMoxIZNiMRqDyZETjSIfAQmUi+5npbWI4oxHw3g3nxe2Nc3
+GubJ/XpEkX7ft2xbMhTmMWMVQFemO9v+d/GSsR2DWT8Iv77qqaeend7OX7Nt3fm/ZwHcut9+i2PV
+9WM/4wHfJKDJr2djfc79SiXy3gBIuL7RME/u2yNz8I6jdibDYDxm7mSkflBX0XrVL37RlCpo/fqd
+BhKvr3rqqeeMd+utB/QCuHXWLP5NtDZ5KTF+CKKqgTzb6nNej+jgwa7fUF7faJDJoQXDNANkcTIE
+9Dxwc29v8pOvN3/pRZHXQz311FMvj7fz15M/v2Be4h8R8J0Ajcnm2Vaf/XjEnPMGQNL1NUEmhxHM
+2MlXjiIye9ucDEE8j70XU+1rT9Dmr5566rng3bQo/k/qjb4X4P9kPmZbffbtEY2dN69leDHWb6BR
+qGfCPLkfrzo6Zor1yeDT88DNqY51H1u37vKNUq+Heuqpp15Q7/rrazcgGv0ImN/c9YOW1eegXk+a
+phZr/bKNYngmzJP78qL1411IhnweM3dxuu0z2vzVU089F70bfl670YvwGczcaVt9HozHxBOKuX79
+R7E8Iz25DCL7BfUkJkM+j5Ga/9qKc5+Tfj3UU0899QbrLV7Y+BzAP7OtPg/KI7N/sdev2J4JNDuU
+YDjQDYDYZBjAY8aquorWq8JOBvXUU0+9Unut2x67jtl7692jsuvzYD0CT5B+PQLdAIQRDBGN9utJ
+ToYBPZgr9U/91FNPvXLwNm1a1O5R7xU7jlpQnwfrgUeXYv2K6fm+AQgrudjDKD+e+GQY4BP+0l0d
+/1uq9VNPPfXUk+b1JB+7A4xW6fW5EM/j3lGlWr9ieb5uAEJNLsLwfJ4NyZDLM0T3L9FP+FNPPfXK
+yHvjjZvamCJ/ll6fC/IYI0q1fsXy8t4AhJ1cBG4cyLMmGXJ4zPz3Uq6feuqpp55Ez5AJVPsAu+o9
+geKlXL9ieCbI5HCCocpcnk3JkMtjj18q7fqpp5566snz0rTnBwMNNOyr91RZyvUrhmeCTA4jGAZX
+ZD1uXTJk99JRs7aU66eeeuqpJ9IzZo1fz8Z6T4TKkq5fETwTZHIYwRBhjxsAG5Mhlzemvj5ZyvVT
+Tz311JPoRbvrEn48i+t9pfTrQUEmhxHMhfOS/VfV5mTI6t2wqGHAk0i7HurJ9cbxH6o7WqITvfae
+JjJmP46a/YhoLyYawTEznIlGE9Cw8wSVBKrZ8c/cQUD3jn+mBIG3ALQNwFb2+G3T2fMGpdKvV3T1
+rKt84Y01U5b8rVNCvOrZ72XW98wRdn0u1MtX3wtdv0K9aJDJxT550GF7MoS9fuq548Vb/jTMo9TR
+RHQ4GAcT4eDWBCYRexFUV+7KQCaAIwYg2u0ku/8z1QCo2Xl8GEATdvwww3geUBEFV0TRXVOJ7g8e
+mH7mwwetBug/DXTZf5i9FwxHn0o0nrrdpvVTT74nvT67UO+jQSaHGYz0i+dCMqgn16tP3DmCjDkZ
+Hp1EoGOA9AGGzI6fJQDMIM/bI/36mn/gwQxKZ/UiIJoKYCoBZxMZAJ7XkLh3OQFPMuHv8Cr+lmw8
+5R1J66eeXZ70+uxKvY+GeXK/Q/rFcyUZ1JPlDWu976A0e2cS6KNgHAlG5N2f6PejuZt1sZt/do9g
+CJgOYDoBs0A96Xjynn8z6M8R4ruOOHPRqy5cD/WGxpNen12q91FNBlme9OuhXmm9+sTdU4nMp4jx
+KY/5wF0v3OdKpbCbf7ZBiAB0FAFHeR5+9Mz/XvwqpdN/jL3TtfSQi25ttul6qDe0nvT67Fq9j4Z5
+cl+e4IvnWjKoF473jzsuMFU11WfHvctmAfxBAAQ/6SOx+WfziKYjGp3eO7pu/rP/d9HzHIncXNVZ
+fQfGPNpejPWD8Ournr8hvT67WO+jYZ7cnyfz4rmYDOoNrffKovP27Rgfn11l6DwwDdvxiM/csaX5
+7+FFDwfRzV21XT9rSN77q0gK124ffvr6wawfhF9f9fwP6fXZ1XofDTI53GDkXDxXk0G9ofFevOnL
+R6TitZdwzHyCjIkGBq1t/v09GkbA17wILo4n71mKNC1MDDv9eT/r13cWCL2+6gUb0uuzy/U+GmRy
+eMHIuXguJ4N6pfVevuncg7ob6r+DCJ3F0QjZ06xL6BFiAH0WEXw2nrj3IbD5VqLx1OeyrV//s0Dg
+9VUvuCe9Prte76NhntyfJ+filcQTlAzqlcZ74cbzD0g1Vi8gQ2fAEFnbrEvtEWYC6WfiiXv/6MH7
+3vs+cfVKWHB91dP3eIW2fgV60TBP7ssTcvFK58lJBvWK6634wSdHtzeN/jpHIpcQocKpZl0qb8dm
+Ott49PFnf3fRr6tfe+v707+3dFvfWSDo+qqn7/EKf/0K84ysZNjTk3DxhsYLPxnUK4436okLzbO3
+Xzi37YC9l3E0cjm0+Qf3PC+GiDm/s2nv/zz/2zlf7hg7FhByfdUrhSe9PrvX/IHd3wQoMpipM4J5
+0pNBm7/bXnzLnZN7gF+SoRN2HZTWXG3yyIz0Ks2Nr17zyc+lTeQraHh0eRBOer6oB8ivz242f2CA
+rwO2MRjpyaDN32GPH4k2tNz9PTJ4RZt/CTxDx0Q4/XxD8p7vgB/x9R8uovNFvZ1Den12+z1evm8A
+pCeXFcmQzROyfuoN3otvv2tCQyLxiPH4hwBV7nrAluZqi0dURaAr4q2JJxta7pk8ECc5X9Tr50mv
+z46/x8vXDYD05LInGfb0JKyfeoP34ol7z2Nj/mM8Ptbq5mqVZ94Lg+fqE/d8PhsnOV/U292TXp9d
+f6U37w2A9OSyMxnc/Z1S2Xj858r6lnt+CfCvTNqrd6e52uERqMEQ/aYhec9vxvEfqvuOi80X9cq4
+3stZv0zPBJksLRg7k0Gbv+3esI67xsdbex43hPMlNMNy9gj0+WSy6sn49nv2l5ov6pVzvZezftk8
+E2SypGDsTAZt/rZ7jcm7jvNSkRfA9F5pzbBcPSIcBuJ/PferWcdDWL6oV+b1Xsj65fJMkMlSgrE2
+GbT5W+3FW+85m9n8BcwjpDbDsvU8HsU1VX957rY5n+47Csfyr1w96fXZ5vd4mSCTJQRjczJo87fX
+a0je+1/w8H8AqsQ3w3L1iCq5Knrbc3dc+HU4ln/l6kmvz7bXexNkctjBSL94tieDelkGMzUk7llI
+wI8BkDXNsFw9Q+RVVVzx7zvn/TeYA6Ei86+MPen12YV6b4JMDjMY6RfPhWRQL2MwU7z1vmuI6DIr
+m2EZewS6PJ68dzF4vhN/6lxunvT67Eq9N2Ge3O+QfvFcSQb1+s+ebxpa7/sVgItsb4Zl6xF9tb71
+8Fvy3QSIzL8y9qTXZ5fqvdFkkOVJvx5l4TFTPHnE9QSc60wzLFPPgM5raD3il7l+HSAy/8rYk16f
+Xav3JsyT+/IEXzzXkkG9HaMhcd/PQJgddvNSrzgeAV9qaL3vqszjUvOvXD3p9dnFem/CPLk/T+bF
+czEZ1Nvxbn8y+IaU5qVecTwCLo0n7/lm379Lzb9y9aTXZ1frvQkyOdxg5Fw8V5Oh3L2G5L2fIuYf
+SWte6hXJY/y0oeW+z0nNv3L1pNdnl+u9CTI5vGDkXDyXk6GcvcbkfR8g5l8D+qd+znpEREjfop8Y
+KMeTXp9dr/cmzJP78+RcvHL8vuhy8OLb75rA4LsAVIptXuoVx/O4imsqly77+efH9x2FY/lslSe9
+Pjvc/IEdNwBykkG/L1rW5iwHjx+pQiSyVD/et4w8MqPaxzX+v03zTqhC2PlX9p70+uxu8wcAIysZ
+9vQkXDz91ih3vYbW1hvA/B5rmpd6RfEoYg7ZcOyh14edf+r1Den12b3mD+T5OmDbggHkJ4M2fzle
+PHHvecT8Jdual3rF8szn6xP3fD4IJzmf7fWk12c3mz8Q8AZAejDSk0Gbvxwv3vKniQzvanubl3rF
+8IjoxvrEfU1+OMn5bK8nvT67/R4v3zcA0pPLimSw8PuinfT4kSgodbtJc4PNzUu9wj0C6gx5d4Bv
+jg3Eic5nmz3p9dnx93g58UUZ9iTDnp6E9Ss3ryGR+Dal+Sjbm5d6xfLoyIbWvS/PxUnPZ5s96fXZ
+9Vd6894ASE8uO5PB3d8pSfcatv2/qSbtfced5qVeMTxifL8u+acDMo9Lz+dy86TXZ5uaP5DnPQCa
+DLI86ddDujfqiQsNebgVoKpdBx1oXuoVwSOqNOzd1P9Lg6Tnc7l50uuzbc0fGOAGQJNBlif9etjg
+9U4+YQ4Zc8yug640L/WK4hHhuHjrPecDduRzOXnS67Ot7/EyQSZLCcbaZNDmH5q34gefHI2omb/r
+oGPNS72ieT9r3HTvcAjP53LypNdnm9/jZYJMlhCMzcmgzT88r33KXt8HmZEAJDUb9cR5NBzRnu9B
+eD6Xiye9Ptte702QyWEHI/3i2Z4Mrnov3Hj+AWzMLADCmo16Ij2KzHnpui/3fTaAuHwuF096fXah
+3psgk8MMRvrFcyEZXPVSjdULQIiJbDbqyfMIFb0jan4AoflcDp70+uxKvY+GeXK/Q/rFcyUZXPRe
+Wnz+YWToDLHNRj2ZXoQ+8ewfLz2wpfHjLwXlbNofEj3p9dmlem80GWR50q+HbV5vY833YYhENxv1
+5HnRCHlEPwjK2bY/pHnS67Nr9d6EeXJfnuCL51oyuOa9eNOXj0CEPiq+2agn0iPgjHjbnw71y9m2
+P6R50uuzi/XehHlyf57Mi+diMrjmpeI1l9rSbNQT6BERPO9rfjgb94ckT3p9drXemyCTww1GzsVz
+NRlc8l5ZdN6+HIucZU2zUU+mx/jUsHfu3Xcgzsb9IcmTXp9drvcmyOTwgpFz8VxOBpe8jvHx2TAm
+Ghh0qXmpV7hHiKWjfFEuztb9IcWTXp9dr/cmzJP78+RcvHL8vmgbveb/OzdKhs4LDIbdbNST6p0/
+jv9QnXnQ1v0hypNenx1u/sCOGwA5yaDfFy1rc1rqJaIjzgZoWCBQTrNRT5hHoMZkourM/sds3h+y
+POn12d3mDwBGVjLs6Um4ePqtUXZ5HryvBAIFNRv1hHrEu3LK9v0h05Nen91r/kCerwO2LRhAfjJo
+8y+tV5+4eyoRHesblNhs1BPnEXB8Q8udk2zfHzI96fXZzeYPBLwBkB6M9GTQ5l96z4A+4xsU2mzU
+E+gRERD5NCzfH/I86fXZ7fd4+b4BkJ5cViSDhd8XbZ9HZ/sCJTcb9WR6qfSnYP3+EOZJr8+Ov8fL
+1w2A9OSyJxn29CSsnyvesNa7ZoBwYF7QhmajnjiPiGa8cOP50/qOwrL9IdGTXp9df6U37w2A9OSy
+Mxnc/Z1SmF6aI2fmBS1pNurJ9NLxyjNg6f5wwZNen21q/kCe9wBoMsjypF+PsD0CPjIgaFmzUU+e
+x8Z8CJbuD9s96fXZtuYPDHADoMkgy5N+PcL2GloeHA7GkTlBC5uNevI8xKJH/fuP3xoelAt7f9ju
+Sa/Ptr7HywSZLCUYa5NBm38Jve4PgxDJ+pClzUY9gZ6hCEzvSUE4GfvDXk96fbb5PV4myOQwgmHm
+nox/tzYZMj0Gd5d6/crFYyB7Uba52agn0iNm3zcAUvaHVC+zvmd53Np6D0Le+l7o+hXqmSCTwwmG
+2nb9oMXJkM0jRmvp1688PEM4Zo+DDjQb9eR5DPj6oClJ+0Ou9259zxxh1+dCvXz1vTjrV5hngkwO
+IxgiJP0sdtAhwWNQzgSRej0kevGWPw0DaOpuBx1pNurJ8wiYviPncg9J+0Oy11ffM4eE+lyoN1B9
+L9b6FeqZME/uazBvcCEZsg0Cry/5+pWB51HqaFC/V7McajbqCfQIxiPv/bk4aftDtMe8Yc9DMupz
+oV6u+l7U9SvQM6KSIcvw4K1wIRlyjBWlXr9y8IjMe979SceajXoiPSIcnu24xP0h2WPi3WqgsPpc
+qLcinxf29TBhntyXx92rHEmGPQftniBhJ4O1HvOMnf8vojmoVwZeX871G2L3h2CPiJa/u6TC6nOh
+Hg18AyDhepgwT+7HS/V2PN1/Ra1NhizDM/yPUq9fOXhEmCGqOajnvEfAwf3/XfL+kOxxGk8CMutz
+oV7/+l6q9SvUM0EmhxFMe8sfnveApO3JsIcBtGxdH3+x1OvnujeO/1AND5MkNQf1ysJrAj9SBcje
+H9K9UY0Nz3nMSWn1uVCvf30v5foV6pkgk8MIZvPmB1ME72GbkyGH9NelSyktKRls9DpaKiaR50WE
+NQf1XPeIonWtrROk7w/p3pNPnpgC9zwsrz4X6u2o76Vev0I9E+bJ/XpEsd/anQzZLNwuLRls9Lz2
+rsnimoN6ZeGZ3vQECN8fNnjsdf/+3aMy6nOhHjNuH6r1K8QzYZ7crzcqHr+fGduCeJKSYQ8LvKWz
+peXBoVo/lz0yZsKug4Kag3rue6Y3NRnC94cNXlfrAw94wDYp9blQj8Fb0h0NDw7V+hXiGWnJkM1b
+sIB6CLzYrycpGbKD3o0bNnwRQ7V+LnscNfti50pKag7qlYFnMKH/UQjcHzZ4Gzbc0UOcullKfS7U
+I+DGJUuod6jWrxDPBJodZjC9uBpAWz5PWjJkDs/j9rbOVTcP+fo56hFhjMjmoJ7zHhHt3XcUQveH
+NV4vX0VEeet75pBW75nR3kt0/ZCv3yC9QDcAYQZzww3xbcx83UCetGTI6qHr6o2vfbP/rzPEJION
+HhMNl9gc1HPfY9BwCN8ftniLF++dt75nDon1noivWnJVw9ahXr/Ber5vACQEk+po+zGAddkek5gM
+mR5zan1X8pGFYa2fix7HIiMkNgf1ysAzGAnh+8Mmb6D6njkk1nsG1leZjivDWr/BeL5uAKQEs2TJ
+2A72cGnmcYnJkM1Lp9svfuONm9rDWj8XPSYzIjBoY7NRT54XjYyQvj9s8nLV98whtd4z85yFC8e0
+23Q98t4ASAvmxmsa7mHmm3b9oNBkyPQ8pG5Ys+ILD4S9fq55xFwbCLS12agnz4MJlnuwf7+V2sus
+75lDar1n4LrFV8fvD3v9gnomyGQpwbTHG+Yx8wtSkyHT8+A9l9j84LelrJ9LHhNV+AZtbjbqyfOI
+/ece3NhvQ+H11ffM41LrPQPPmt76y6WsXxDPBJksJZhfL6AujqRPBafWSUuGTM9jb21H5/qztmz5
+VbeU9XPKY/grwrY3G/XEeQxU+uWc2W9D4P16AXVRLHoq+r0fQGzzZ6xNsTl9xYoTu6WsXxDPBJks
+KZjml87a0tW9+TRm3rzjaPjJkOkxe5vT6S2nbVxz2VvS1s8Vj+DjBsCBZqOePI+YfN0AuLTfhsq7
+4ee1G9NpPgXMm6U2fzBvJsOnrHnl1E3S1s+vZ4JMlhbM+tWzV/X0bDqOGatDT4YMj+Gt6+7Z8sG1
+K2c3S10/JzxCZEDQkWajnkAvX+5BwP6w2Lvp2vjKtNdzFHup1eKaP7Au7eG4lf85Y5XU9fPjmSCT
+JQbz+uqL1iBGx4Po+aBeKX/n3965/vj1q2evkr5+LntONRv1rPOk7w8bvNXLzn6jJ/3GTA997wkI
+v/kz8Gwvm6NXLztjpfT1y+eZIJOlBrN44fCNprf+aDCu9euVrvn33pLY/OcT9WX/cD3pzUE9tz3p
++8Mm7/WVl25KbP7z8cze9eE3f15ieuuPtfll//4ehXnyUnizL02cZkDXgbBfLq8kH/LjpdamvfZ5
++qd+Q+vFk/fyHgeFNwf13PESDafvMUHS/nDNazronrz1PXMU5UN+GGsZfJGNf+o3kGdcCgYAFl8d
+v6+3o/VAZr4CWb47oOjN3+NW5q4r2lseO0ybf/iepOagXvl50veH7V6++p45Cq73jFaAf1RJ9dNd
+a/4AQDNnnuBMMJnjwgsTI1CBS8CYDaKRxf5KX7B3Y2/7q4vXrv3udgnxlqO32ysAwpuDeu55/V8B
+kLg/XPYy63vm44V+pS8BN1aAr120qPEdCfGWwqOZM0+o8DtZejC5xvz5XLEluf0UL53+PMjMNEDj
+zvCDNX/Gdib+GzNu72xpeVC/0jd8b9cNgMDmoJ77Xt8NgNT9UQ7e/PlcsTWZPIUZ54DoZAIaB9X8
++9X3dEfDg7Z8pW8hXv8bAOuD8ePFYsdGxk4497BotO5oilQ2GZipIBrPjEaA63YuSxsRWhi8HsAq
+ApaD+YnNb8ZfWLqU0jbF67oXT97LUpuDeu57iYbTSfL+KDfv7LM5MmLvdw4Heo+HoanEZgqIxoGp
+ERSp29H8B67vNsVbqBd1KRg/Xm/vE+l1zU88A+Apic9PvYBDcHNQz31P+v4oN2/79hPT27fjRQAv
+SXx+0jzjUjDqlZ8nuTmo574H4ftDPfUGGsalYNQrQ09wc1CvDDzp+0M99QYYxqVg1CtjT2JzUK98
+POn7Qz31sgwTaLbwYNQrU096c1DPbU/6/lBPvRwj0A2A9GDUK0NPenNQz21P+v5QT70BPN83ADYE
+o175eaKbg3rOexC+P9RTbyDP1w2ALcGoV36e5Oagnvue9P2hnnoDeXlvAGwKRj318g6Lm4169nvS
+94d65eWZIJOlB6OeegMO4c1BPbc96ftDvfLzTJDJ0oNRT72cQ3hzUM9tT/r+UK88PRNksvRg1FMv
+6xDeHNRz25O+P9QrX88EmSw9GPXU22MIbw7que1J3x/qlbdngkyWHox66u02hDcH9dz2pO8P9dQz
+QSZLD0Y99d79SdnNQT23Pen7Qz31gJ03AK4Eo556O35SdnNQz21P+v5QT72+YVwKRj31pDcH9dz2
+pO8P9dTrP4xLwahX3p705qCe2570/aGeepnDuBSMeuXrSW8O6rntSd8f6qmXbZggk6UHo155etKb
+g3pue9L3h3rq5RomyGTpwahXfp705qCe2570/aGeegMN41Iw6pWfJ7k5qOe+B+H7Qz31BhrGpWDU
+K0NPcHNQrww86ftDPfUGGMalYNQrY09ic1CvfDzp+0M99bIME2i28GDUK1NPenNQz21P+v5QT70c
+I9ANgPRg1CtDT3pzUM9tT/r+UE+9ATzfNwA2BKNe+Xmim4N6znsQvj/UU28gz9cNgC3BqFd+nuTm
+oJ77nvT9oZ56A3l5bwBsCkY99fIOi5uNevZ70veHeuXlmSCTpQejnnoDDuHNQT23Pen7Q73y80yQ
+ydKDUU+9nEN4c1DPbU/6/lCvPD0TZLL0YNRTL+sQ3hzUc9uTvj/UK1+PgkyWHox66qmnnnrqqefP
+oyCTpQejnnrqqaeeeur58yjIZOnBqKeeeuqpp556/jxyKRj11FNPPfXUU8+fRy4Fo5566qmnnnrq
++fOMS8Gop5566qmnnnr+PONSMOqpp5566qmnnj/PBJksPRj11FNPPfXUU8+fZ4JMlh6Meuqpp556
+6qnnzzMuBaOeeuqpp5566vnzjEvBqKeeeuqpp556/gb5nmlBMOqpp5566qmnnr8R+AZAcjDqqaee
+euqpp56/EegGQHow6qmnnnrqqaeeP8/3DYANwainnnrqqaeeev48XzcAtgSjnnrqqaeeeur58/Le
+AEgLpnbY1Bmc5vMZ+CCBJ4CoNlsUzIGf2q6hnnrqqaeeenkHczuD1hH4IYpEbjnqiL1fgaB+mc+j
+IJPDDWZyZU2cFgH0VfT7BENRyaCeeuqpp165emljsGSv4fFv7L9/bU8fB6HNHxjgBkBa869uoAeI
+6MT+R4Ung3rqqaeeemXmMfMjY0Y2nr7//rXdENz8AbAJMjmsYGoa6Gpt/uqpp5566kn3iOjEt99J
+XAnhzR9ALwWZHNrv/D1+Efqyv3rqqaeeenZ4aTLpQ9q3v/ZqEGuo+68JMrnYJ/czOM3nQ5u/euqp
+p5569ngRTpsvB7HC6L8myOQwgmHCzL5/tjgZ1FNPPfXUKyOPgZP9WmH1XxPmyf0MYt4XsD8Z1FNP
+PfXUKytvPz9WmP3XSG7+O3+QHUkG9dRTTz31ysajvGcJu/+aME/uxyNDb2QetzMZ1FNPPfXUKx+P
+1w9khd38gR03AGKbP4CYAR7ebUmtTQb11FNPPfXKxSPgr7kek9D8Aez2VwDimj8AqqiM/Q+ANGB3
+MqinnnrqqVc2Xtp4fGu2B6Q0f+DdGwCRzR8ADp8x6lUiLLE8GdRTTz311CsXj3FDW9vqZZmHJTV/
+YMcNgNjm3+elOisuZY8fDgxCSDKop5566qlXFh4DD3Uk67+eeVxa8wd23ACIbv4Aeru6XunpbI19
+FMD12PnrAD9DQjKop5566qlXFl4ajGs7E/UfBZ7r7f+AxOaPjB8e8pMPxqsdNmk6p82XGTiZgAkg
+qssaWPjJoJ566qmnnssecxsD6wj4q/H4Vhte9t8tzjBPrp56xfZqGqY8CsLxQUxnipF6JfeY+b+P
+ee/Y78LS/aGeev2HCTJZejDqqcfMdwYxJTcb9eR5sZi5BxbvD/XU6+/5vgGwIRj11EOM7wTg+TGl
+Nxv1hHng1w+a2vhcfw627Q/11Ovn+boBsCUY9dTrfGf1Bs748KhsQ3yzUU+eZ+j2mprqPsXK/aGe
+ev29vDcANgWjnnoAYJh+PZBpRbNRT5wXjcZ+38fB4v2hnnp9ngkyWXow6qkHAO0N7XcyI5HtMVua
+jXrCPOYnjzxkVDMc2B/qqdd3zASZLD0Y9dQDAGzY0Eng2zIPW9Ns1BPnkaGb4cr+UE+9nZ4JMll6
+MOqp1zfS8K5HvzcD2tRs1JPlMXjTqMaGO+HQ/lBPPQC9Jshk6cGop17f6E6+tpqBBwG7mo168jwD
+s2TSpLp2l/aHeuo99NCju38QkO3BqKde/1Ebn/JBEB7KPC652agnzGN0GC+9f2vra5uDWtL3h3rq
+mSCTpQejnnr9vaOO3OdxgJ/qf1x0s1FPoMe/1OavnquecSkY9dTL9CJEP98Fim826snyuNeLpK8K
+atm0P9Qrb8+4FIx66mV6Bx0w7AGAn5ffbNST59GvuravWR/Esm1/qFfennEpGPXUy/Rqaqo9sPla
+YGznsLd5qVeQx+jkiPfjIJaN+0O98vaMS8Gop142rz2x8lEG/hrUtLZ5qVewx8S/6Hxn9Qa/ls37
+Q73y9UyQydKDUU+9XB6x9y34/JIgwO7mpV5hHgObqyP8C7+WC/tDvfL0oi4Fo5593rMvvH18bzp1
+Hnt4P4gm1MSb0uzRKzD8Fw/mpu7EynXFeH4dydUv1MSn/BLAV/M9R5ubl3qFewT+5jvvrE76sfLl
+X13d5FGeoa+A6FQAhwGoYvAmYnqWiW/rTDTfAyDt1ws61FNvoEEzZ54QcyUY9ezxXn550+j2Lu9G
+JjotdzHnHjB+2JFs/imy/Nd70OcXj88Y1oPulQSMynVG25uXeoV6/FRHovlY7MijAUe+/KtpbPoi
+e3QtERpyK/wsmch57dtXvGLT/lXPDc+4FIx6dngvrtg6pq3be3jg5g8AVAGiH1c3NP0SGd9bMZjn
+l0i8vJ2Ab+c8m/XNS73CPE4BuBDFaP4NTd8G020DN38AoPd4ae8f1fWT3w9L9q967njke6YFwagn
+32tpSZhlzW0PEtHxQYo5M1/UmWy+vgjPj6rjUx4k4EO7HbS+ealXqMfATzoTq/4rn5Uv/2rjU05i
+4CEEqa+EzQ1V5vCDDtp7S6YXdNhUD9QL1zOBZgsPRj353orX2s8O2vyx44d/Wj28aWwRnh8zRWYx
+c+su24HmpV5hHgPLOxPdP8pn5c+//aoY+CUCNH8igIDRbd3ed/f0gg3b6oF64XqBbgCkB6OefI89
+nD+oYk5UhxT9qBjPr6tl+esAfXMHu+fjtjUv9Qr1OAXGF4HXuway/OyPmnjlJQAmDub5scfnrFnz
+Th0E71/13PJ836XaEIx6sr0VK7ZWvtPavRWgisAgACJ4sVj0mPccMvr5Qp/fhAn70pbtlXeD6PT+
+x+1rXuoV7DF/tyPZfMVAlp/9UVs7cbQXia4iQnywzw9MJ7UnVj4SNFYb64F64Xu+XgGwJRj1ZHtb
+W7tGF9D8AcD09PT+pBjPb/LkidHhDfVfAWPXR71a2bzUK8xjPNaRbP7ZQJbf/cHR6A8Laf7MAMNr
+ChqrrfVAvfC9vDcANgWjnmyPmQf1ptP+xZKITvzXC29+tBjPb+rUhhYTo/MATlnZvNQryGNgC8fo
+s+j3d/iZw+/+qB027SAA5xfh+QWK3OZ6oF74ngkyWXow6sn2upOV6wHuCWJmK5bpFK586KG1VcV4
+fu87dMw/0rzj/QCDGa40w/LzOGVAn+zctnJjLivI/vA8byGASMHPj43vLx+yvR6oF75ngkyWHox6
+0r1lPcx40q85wLe0TamOV37Xr5Pv+XUlVl3FzL8KGrM7zbD8PGa6tD2x8tFcVpD9UVM/+dTMPysd
+5PPrroz0/tNPrG7UA/XC9kyQydKDUU++x8ASP6aPj2v9Ru2wqTOK9fw6GzrnAvyM35hdaobl5rHH
+t3QmV92QywqSz8OGTYyDzI3FeH7s4Xfbt69J5LNcqgfqheuZIJOlB6OefK8r2fwHZrw0kOmvmFOM
+Pf4l8rzs6vv5bdjQadL0UYCb88XsUjMsN4/BD3a27jM7lxU4n1PRRSCML/z5cU8akZ/mizXs/aue
+W17BH68qKRj1rPA8Q7gs14MBm8P7qhunzi3W82trW7U1zfwRBjYX6fnlHeoN5cv+/HKVSX8aeCyV
+7fGg+VJTP/lUMjivKM+PcX1P6/IBbz6F7F/1HPIoyGTpwahnj1cdb3qAQKf0Pzao5sDcbjx6T1vb
+qhXFen7V9U3vA+FvRFRf8PMbYKg3lB43ozd2XEfHsreyPRo0XxoaDhye4t6XYWifQp8fg7dVoKop
+kXh5ey5L2v5Vzw3PuBSMevZ4kTQuw44vXwFQQHMgqk0bXopx46qL9fw6W5v/xWxOAXNbwc8v59NW
+b+j+yx/r0zAfKlbzB4BeSl1XjOa/80w/0OavXhiecSkY9ezx2tqal7OH24DCmwMRHVSTrPlZMZ9f
+V+vKp4hwJoAul5ph2XmMDR7hhO7EynXZHh5MvlTHm84i4LPFeH4MXtGZbLg5lyV1/6rnhmdcCkY9
+u7wo0t8F3v1Snl3gYJoD4aLqxilnFPP5HXXk2IciMZza/4uDBv38+p6mS81Vuse8Lg3vhO7EqrXZ
+Hh5MPlfUH9AEpluLFS95+DrwXG+xnt9AQz31ModxKRj17PLe975934kY+kn/4wU0ByLwLS8uf3tc
+MeN936H7/CMWi36YwdsKfH5uNVfhHoNXcJQ/0J1c/Vq2xweTzyNGTK2PUPouIjQWI14GP9jR2nx/
+sZ7fQEM99bINE2Sy9GDUs8/bf3zsGoCfBwpvDgQa2dGWvnPZxrdqihnvkYfu9VxlLPIh9vBmIc8v
+c9jaXC3w/hVJ83Gd76zekO3BQeYzdaa8W4kwvSjxMrd7wIVFfH45h3rq5RomyGTpwahnnzd69Kh0
+RSzyFWbuDYztHLt/VwAOTbyZvmX16jWpYsZ7xCF7P88xei8zng9qOtZcZXuMOztqWk9qa1u9JdvD
+g83nmoam7wB0drHiZdA3uhPNa4r1/HIN9dQbaEQmTpxgXAlGPTu9ffaue3P9xtYaAh0b1MxafEEH
+tndGunu733mimPGmOre1xutG/r7Xw8EETBn087O1uQr3mPm/O5PNX0VbW9bvmxhsPtc2TD4ZZG5B
+lo9OH2S8T3cmV83Zee6Cn1+uoZ56+UZk4sQJnivBqGevl+qufzJWFfkkQCP8mgMWX6ITo9UjX0x1
+bVtZzHg7O7f1pLq3/T5WNaITwEkZ8/0/v0EM9XJ+iE4nDH+lM9H8C2Q01b4x2Hyuq2s6wDP0AIFq
+ihIvozPF5pR0z9atxXh+uYZ66vkZ5HumBcGoZ7dX1dh0nGF6FD7y0lfxZXR4Hj7U1bbqyVLEW904
+5Qx4+HW274B3prnK91aTobPat698OZc12OtbNWzSeJM2/wDRfsWLl7/RkWj+eTGeX7HjVa/8PBNo
+tvBg1LPb62ppfhzM1+QzfRdfQg1F+J7aYZOm57IKibezZdU9bCKHgHm3XzU41FyFe7w0hsr3lqL5
+19QcuLfxzMPFbf74Z0din0XFeH7Fjle98vQCvQIgPRj1XPCOiNXEWx8H8P5sjw6q+Hq8MW3o2My/
+By9evMdHq+Mbv0ug7xLt+eVEdjZXuR4zksSY29G66rcDWYO9vsOGTYx3paOPEOGwYsXLjBaPcHj/
+HJSx39QrZ8/3KwA2BKOeC95zvWn2zmFGIvORQTcbQ/tEgL/V1By4d2nifSx1zJFjfxCN4AQGlgd+
+fjmGC8262B6D/8ImcnCpmj/GjKnpTkf+VMzmv+O8/CVt/upJ83y9AmBLMOq541U1TPmUIfxv378X
+o9kw88smnTr5qKP2e7tU8a5f3xPbtGXbJR5785mpIjBWxHhd8piRIOJvdCSaf4kcb/TrG4PPv8mV
+1XHzJwJmFjVe5qs7ks3zCn9+xY5XvXL3IkEmSw9GPXe8VPe2V6MVw8cR0eHFajZEtBcbc9q2RMf9
+Y0bV9f9436LFG49HvHH71D+5aUP7/6aJmwg0OfjzLE68jnjMzLebdOr0jtbXHs9nDTr/9jq4tjqa
+vpuAk4sbLz/TkYx9FtiSLuj5FTte9dRDnjcB2haMem556eE9FwP8SubxQpqNIZra1eE99NzLW/re
+3FWSeJPJlSs7E82nMOiTzFjv17S8WRfb+xczv78z2fyF9va1b+ezBpt/8fiMYTVdXX8j4EPFjJcZ
+LWnQp4BlPYU8v2LHq556fccoyGTpwajnnvfsf96a1NOTfoJ2fj5A0ZoN441IrOLD7z105PLSx3tg
+RU2891wG/ZCAvXw9vz7QnmZdNI/BKwHzvc7Eyj8iz8v9fWPQH/JTu/9eXiT2FyIcUuR40/D4jL7P
++rdlv6lXXh4FmSw9GPXc9P714qZjvZT3QLF/p+4xNrOX/nhX62tPD0W8w4dPbuhM02UALibQsHzP
+z4ZmXWRvDYCfdCTG/Bp4LOXXGuz1qIxPnRCB9xeA9vhUx0LjZY8v6WxtvraQ51fseNVTL9OjIJOl
+B+PHmz+fo1takkfA4FiApzFjKrz0OACNRFzHDCZQO1O0hQw2ALwSoBXw8MSoxobnFiygAQuTtHhd
+8Z569s3Pgum2wCDyFvNuYu9L7cnVvxuyeEcdWFfdm/4yeXw5CGMtbdZF85j5FRB+3tGyz++CNH6g
+gA9xqp/8fhi6i0B7Zz5WhOZ/S2dr81cKeX7FjrdcvMz6DtBUMI0joBHEdZ7HTJxu98AtIH4T8FaB
+eSWh4rHRw4blre/S4i3UoyCTpQeTa8yfzxVbk60fY+bPE2gmCPUAwMwAp7H7q4wEUASUpQowkCR4
+D5Fnfjuisf7PCxbQbp85LiVeV73qeNPPCPTNIKbPYs4M/mFnovkHQxlvZeXUyoo6/pyX5tkAvWeA
+51fseCV4HjH+bCLmpuENHX9et259YHXQn/DX0PRpA/oVCNXFjpfBf+lM7HMq8FjK9v1mi5ervmeO
+fPU+X32XEm8xPQoyWXowmeOii5Kj0hG+BKALiLDbZ8wHbf6ZgxnbCLy419A1S65q2Coh3jLwTE3D
+lD+CcKYfM/D3s3v4n87W7jnA611DHe8zL2w6MpXyvuwxfYIIDYHBQcQbisfYAIPfV1REbzlixui1
+xVq/vqeXxzPV8aYrCPStUsTLzK9UR/mYd95ZnXRkv4n2BqrvmSPwf+xl1HcJ8ZbCI5eC6Rtz5rxd
+h4qq7wI0lwi1mY8X2vx3t9DOnL62u/Xv/71+/XUdLqyfaG+vg2trurr+BuCogcwCPrHteQ/eJ7uT
+q18LJd4Vq6urktVnENE5O/8evdKPKbn5MyNhCPdFo3RH0/41jzY2xr2SrV8OLx6fMayXu38Nwmkl
+idfjjV4kenRXy/LXndpvAr189T1zFFLvmdEO8LXVkY4rFi4c0+7C+vUf5FIwADD3kuTHmfhaEI3P
+5hWz+ff3PHjrOd112WsrzrnP5vWzwRs2bGK824s81P9l8/6j8P+SQxJE53cmVi4NM97hwyc3dKTM
+Rwz4TAadku1Lh4oRb0k8xpsA3wfwXXuNaHxy0qS63qFev75R3dD0XiL6PYCJpYiXgS2RtHdCW9vq
+ZRL2h8tevvqeOYpV7xlYDw8Xr3r19HtsXr/MQTNnnuBEMF+cz1V1idYrQbg4l1eq5t/fY3h39LRt
+nXXrrQd0BPXCTgabvLq6KSPTBo8SYbcv+iliM2QA1+01vOE7YTavfiNSXT/5SCKaycAHCfReEGqk
+NH8GbyPGE8x4OMJ4qK2tebmAfKHqxqkXE3s/ByhWzHj7zW0heCd1JFe/ICBeZ72xxzySt75njlLU
+e+aeO7a//eDcrVtv7avvVqxfLo9mzjyhwu9kqcHMnds+zoum/kREh+TyhqL593kAXqBY9NQbfl67
+0Yb1s9WrqZk2BrH0YwA1AaX6L2F+vrKy4vzDZ4x6Nex4+4+6uuOj0aq3Dk2l8X5mPhzAdGZMAwb3
+/oEg68fAZjC/QkSvkod/9yLyr57W5c2ljDeoV1Nz4N4cS/0624f7BI0312BGC1H6gx2J154PO16X
+vWnT7s9b3zNHKeu9x96Lvek3P/76yks32rB+A3n9bwCsSIZM76Kvt0xKp8xfiDAplzeUzX+Xx3g9
+7fGHb7o2vlLy+tnuVQ+fPI5S9DgZ2j/zseL9lzD3guhq7m74r46OZ3uDWkO5fk8898b4iBedzOTt
+C48mMHhfgEYT8XAGhgM0HOAYMVXt/i54bgUhRYxOBrYT6B1m3gbCJjCtJ3jr0xxZFwOtbG1dsU1K
+vNm86vjUswHvRgKNzGUW5ddEzB/qbG3+V9jxuuwdcOjdeet75hiSes94PQ3+8M3Xjsxb38Ncv3xe
+3w2AFcmwx3/5X5ac5jE/TqBRubxQmv+7kzfD4AM3XBVfJXH9XPGeeWnT1FSP95f+391eopfB/2XS
+fF5bW/Nyv5YN6+eKVzVs0njyzM0E+shAZhHe7d/KEfpo1/ZVT7i0ftK8aQffm7e+Z44hrfdA3voe
+5vr58UyYJy/EmzWvfSwzHhDb/AGAaDQzHp59WUfWN6xISwZbvSMPGbO2ui52AjOWASX9Hfj7vAg9
+Xx1v+iHGjKlxZf0c8Ex1w+QLKB15peTNH9hMFDlRm39pvYkz7s9b3zPHkNf7PPU9zPXz65kwTz5Y
+74vzuSrKqfsBTMjlhd78d82gccSpu+fO5d3+nEtiMtjsHXrA6I3D62tPZOYnA2M7h8/mUEWg79W0
+16+qaWz6givrZ6tXXd/0vpr4lCeIzOJ8n59Q8HtEmNelPfOBjsSK51xZP4ne2GMeyVvfM0dY9T5X
+fQ9z/YJ4RnoyZPNqk8lrpLzhz49HwOFeNLlQyvq56k2bFt/cUVX9YQY/ENQM3BwIY8H06+r4lL/V
+1TUd4ML62eRVxqfsXxNv+gMZ+ifyfCYEUJSX/f+DVOTontYVq1xYP8levvqeOcKu95n1Pez1CzIC
+r07YwVw4L3kmgDtzeWEnw0DDYz69+ZUz7gtz/crDOyJWHW+9jYDP+jEL/+sBTrFHv/UM/fADR45Z
+Z//6yfUaGg4c3ku9lxPoUgBVfszC/8sfj8eo+4xE4vUW29dPupevvmcOSfXeYz598dXx+8Jcv6Aj
+0AqFHcysWW/WxGrrX0WOl4YkJUO24TGv704+dIh+YuCQeKY63vQTAn0DA+R5cf90kHsM0f9U1UZ/
+dugBo/v+BNTW9RPl/fvfm4f3UuoyMC4K8lHJRbi5W9pR3/lFbNjQafP62eDlq++ZQ1q9Z2B9tWk/
+0KZPDDRhnjyoF62p+z4sbf7MDOL0vhW1x/T/MhtRyeCY53Ummr/lMT4DRtYPZSr+5wZQBQNf7WxP
+Lf/nsxt/8ezLm/e1eP1EeM8883bDk89svKIXvesI+K8hbP5pML7dkWj+lDb/ofEGqu+ZQ2K9J2Df
+znTNt8Nav8F4viKTEMyFFyZGoILWAajLfExiMuTymNHe1rWyadOa72wdyvUrZ68m3nQoGHeBaELf
+saH5BD1OAbiLPb6qs3X1P21dvzC8559/a2pXOn0BGF8AUV1Qs5Dry+DtxPTZjuSqB21dP9u8gep7
+5pBc75nR3oOuCete+WRiKNdvsF7eVwDEJFcFLoPlzR8AiFBbWzVpzpCvXxl7HYnmF41HRzLzI8BQ
+NX8AoChAZ5MxT9fEpzy14wNqDqwYyJK4fkPltbQkzL9e3Pixp57deH9X2nsJoDlD3vyZX/aYj9Tm
+P8RejvqeOaTXe4Brox5fMuTrN0iPgkwOK5j587liS6J1Y7G/0jdzDJkHs3VUY3xsvu+bLtb6qbdj
+1NUdH0V001UMzO1vDuVn5zOwhZh/B8JtHYnmF21av1J5z7789sRUt/dZBp8DYGJ4X2TESzsqYl/C
+lmVtNq2f7V6u+p45bKn3zN7WzuRd+2/YcEfPUKxfIV40zJP79Ta3tJ5qjCPNf4c3cmsyeQqAe4di
+/dTb5RGwz9f//dzGv6cYNxMweqibDQGjQHQJgEuqG6a8BOA2RHnpMYePfdOC9Sua19g4ffg/n930
+WYb3GYCO6nNDaf7M7SDM60g0/9KW9XPJy1bfM4dN9Z6IRlY2nPIh4I77hmL9CvFMkMlhBUPE5/T/
+d5uSIZfHjHP8etKuh+3ee4/Y5891FXSEx7g/MLZzFOPXCEQ4hAiLKE1vPP3sm8/889mN33r+5Y0H
+Sl+/wXqV8Sn7Vzc0za2ONz3Qi55NDL4OoKMRZvMH/p3i6GHa/MPzMut75rCx3hOqPjNU61eIR0Em
+hxHM/Pkc3ZJs3UY7v+XMxmTI5jHQsmVD/cilSyldyvVTb0CPqhumzCHg59jti3EGHkPwHoLV7PH9
+bOiRmBf9RzK57B2h6zfwD48ZU1PbUf9+j3EKCB8j4MAhWj8fHqcY+GlnYp8fAo+lRK5fGXiZ9T1z
+2FrvmSItW99syFvfC12/Qr1okMnFPrmf8XYy+Z4IyKnmv/No4+ixicMAPFvK9VNvQI87k6tuqKtr
++nva0O1EODyfOUTNazKILiHGJSlKedUNTa8S0aPM9Dgb80xXy/LXhazfbqO2duJoLxI5hoAPgOho
+dPDhDMT6xyij+WON55nPd7WufAp491uMw16/cvT61/fMYXO9N0R563sx1q9QLxpkcrFP7mcY4Jh8
+iy09GXJ5DPoAciSI1Ovhorfj2/2Of19VfNPFhnlBrneeh9S8DBHNADCDiC8iTqM63rQdjJcIeAnE
+LwHR/1RQZC2A1iFZv1dX1tTEpx0ApGcw03QQzyCm6UwYt8dtbvjr1//RHgau6qxp+xE2bdrtsyFc
+ymebvL76njkk1OdCvYHqe7HWr1AvGubJ/a00DmDYnwxZB2FayddPPZ/eY6muBK6qHj75D5Sia0A4
+q/+j4Tevfj8LGgbCCQBO2BGih154eOqZN1sBrCeidUR43UvzBga1VDU0tRimFg/pliiblt4IurO5
+UWNq0ynUG0rX/fP5t4YTOA7GCAbGssf7eoxxIB5Xg/qRgLfjmfT9MVGebRP2+jHzoxEPc9rampcj
+sftjMvKvTD3GAZm5I6Y+F+rlqO9FXb8CvaioZMg2mKfuKDaWJ0OWQYyppV4/9YJ5ne+s3gDgEzX1
+TR8D8XUgs3/YzcuvR0T1AKYDmO55Ox4gALSzQRtE4AGI5HDYYxgDEBmw5+2W0bzrPMH3SJjrx8Db
+RPyNzkTzb7H7JgUgL//KzSPsXgMl1edCvWz1vdjrV6hnwjy5Py89zoVkyPrzoH1Lv37qDcbraG2+
+v7eh6yAy9BMwt/d/TGLzV2+Po70ArqtA97SOlubfQJu/TI9o3K4fFFafC/Uy63tJ1q9ALxrmyf14
+HqPB7BLtTYZsg8D1pV4/9QryegEsePXVzTcku1KXgnExMyoDYzuHO81VtMcA/zHN3ne6k6+tzmVZ
+kn/Oe8xoIJJZnwv1+tf3Uq1foZ4JMjmMYAhc17ecNidDVodQX+r1U69wb/r00VuPOmKf//IoMhXA
+EgCB/rQHcKa5ivYYeAjsHdGRaP6kNn9bPK6TWp8L9frqe2nXrzDPBJkcRjBEVOFCMmQbBKqUlAzq
+Dex1bl/+ekdi1VcBfg8Df/ZrutBcRXuMx700ju1MrDq5I7n6hYEsm/PPRQ9AhdT6XKhHoD1eLZR2
+PUyYJ/fnuZEMOT1ByaCeP68j0fxiZ2LVx4hwCHa8ItCVy7S+ucr1PGb8icAndyRXHd/VturJfJYr
++eeUJ70+F9GTeD1MmCf35Qm5eKXz5CSDesG89pZV/+lIrPoqeqP7M3gBg7f3f9zi5irZ62Lm35o0
+pncmV53Wnmh+yI8lIV/Uy+ZJr8/uNn8AMLKSIctnFQu4eEPjhZ8M6g3O6+hY9lZnovkH1RGeQOCv
+g3mtpc1Vrsd4kz3+TpSjYzuTzV9oa1u1wq8lLV/Uy+ZJr8/uNX9g9zcBWh8MID8ZtPm7673zzurk
+UUeOXThtcs0BpsKcSES3gLkNEN5c5XrdAO4nYz5D6TETOpLNPw3yvQiA7HxRr29Ir89uNn9ggK8D
+tjEY6cmgzb88vOHDh/H7huMpAE+tXr31W5tbuj/GoM8T8MGMc+UdFjXronkMLI8Q3V5XFfuf6dNH
+boWw66ueNn/fnvDr4fsGQHpyWZEM2Twh66deabzJk0duW/fQo78B8Jv6+qlT0+R9AkRnADgSeW4G
+bGjWRfKYGS+YCO6vrMCdh8/YZ1nfcQi/vuoV6Emvz46/x8vXDYD05LInGfb0JKyfekPjtbauXAng
+JwB+Ulc3eZQXpY+AcSoYH8n8AiLBzbpIHqfA+BcbsxQmdecxh49/K9/6+R2u5Es5eNLrs+uv9Oa9
+AZCeXHYmg7u/U1LPn9fWtnoLgN8A+A32Ori2uqvrZGKcyMCxxuAQZHxkvwPN32PGy0T4B4Mf6ayI
+/RVblrVJuR7qheNNnRHMk16fbWr+QJ73AEhPLjuTQZu/ehnj7f+0dwJ3z5x5wt0AYq++0VbXtr3t
+EPTy0Wnmk+DhaBCqAz9BhNn8OQXgJTA9yURPxDjycOYb+MReD/VEetLrs23NHxjgBkCTQZYn/Xqo
+Vzxv+vi6doyvewrAkwB+8tBDrbHaYe1T02lvOhFmEONAEGYA2B+5v9xvqJq/B2ANmF9homXM/Iox
+WNbRElsOLOvpm9c5hOunnnue9Pps63u8okEmSwnG2mTQ5q/e4Lze9u14BcArAP5v14xx46prWisP
+YDb7gTEOBvuAMRbAWDI0Bszj+7+3YFDNn7mNid4g8Fsg2ghgIwEbQdjAabO2o75tGTZs6AxCOnA9
+1BtCT3p9tvk9XtEgkyUEY3MyaPNXr6jehg2dHcDz2PG/rN7Tz27sBgb/X/5Hv3ds/YDPL2Hx+qkn
+3pNen22v9ybI5LCDkX7xbE8G9Zz0CnrZ38J41XPEk16fXaj3JsjkMIORfvFcSAb13POK8Dt/q+JV
+zw1Pen12pd6bME/ud0i/eK4kg3rueYGxnSNL2loRr3r2e9Lrs0v13mgyyPKkXw/13PYAbf7qhedJ
+r8+u1XsT5sl9eYIvnmvJoF55e4A2f/XC86TXZxfrvQnz5P48mRfPxWRQr3w9IPvf+Ut5fuq57Umv
+z67WexNkcrjByLl4riaDeuXpAcj5oUESnp96bnvS67PL9d4EmRxeMHIunsvJoF75eUDu5j+YIT1e
+9WR50uuz6/XehHlyf56ci1eO3xetnrseoM1fvZA96fXZ4eYP7LgBkJMM2TwhF69cvy9aPTc9QJu/
+ehI86fXZ3eYPAEZWMuzpSbh4+q1R6rnkAdr81ZPmSa/P7jV/YPc3AVofDCA/GbT5qxemB2jzV0+a
+J70+u9n8gYA3ANKDkZ4M2vzVC9MDtPmrJ82TXp/dfo+X7xsA6cllRTJY+H3R6rnhAdr81RPoSa/P
+jr/Hy9cNgPTksicZ9vQkrJ96bnuANn/1ZHrS67Prr/TmvQGQnlx2JoO7v1NST5YHaPNXzx1Pen22
+qfkDed4DoMkgy5N+PdST52nzV88VT3p9tq35AwPcAGgyyPKkXw/1xHq7DW3+6tnoSa/Ptr7HywSZ
+LCUYa5NBm7964Xna/NWz0pNen21+j5cJMllCMDYngzZ/9ULytPmrZ6UnvT7bXu9NkMlhByP94tme
+DOo56Q26+e8ctsWrniOe9PrsQr03QSaHGYz0i+dCMqjnnldI89+ZtlbFq54bnvT67Eq9N2Ge3O+Q
+fvFcSQb13PMCYztHlrS1Il717Pek12eX6r3RZJDlSb8e6rntAdr81QvPk16fXav3JsyT+/IEXzzX
+kkG98vYAbf7qhedJr88u1nsT5sn9eTIvnovJoF75ekDW5g8pz089tz3p9dnVem+CTA43GDkXz9Vk
+UK88PQA5PzFQwvNTz21Pen12ud6bIJPDC0bOxXM5GdQrPw/I3fwHM6THq54sT3p9dr3emzBP7s+T
+c/HK8fui1XPXA7T5qxeyJ70+O9z8gR03AHKSIZsn5OKV6/dFq+emB2jzV0+CJ70+u9v8AcDISoY9
+PQkXT781Sj2XPECbv3rSPOn12b3mjwxAZDAXzksGKkvSkyHTW/XqJypLuX7qDa1XN3zqDDBmeR6f
+ROD9QFQLDL65AsVt1tZ5zO0MWgfmhygSuaV9+4pXgljS86XcvSnT/1+35PpcqLfy5dOplOtXqBcN
+8+T6hhJZ66deId7kypo4LWKPvwrA7EiPHazY5mqDR1QLxnQQTWfPm1sTb7qpIxG7DFjWk8+SnS/q
+7RjS67Pb7/EyQSZLDsaKZLDw+6LV8zMmV1Y30ANENBu7/2mt7OZqnxcB6MLqht4HgAMrBrJk54t6
+uzzp9dnx93j5ugGQnlz2JMOenoT1U68wryZOVxtDJ2Yet6y5WuMR0Uk18dTCXJb0fFHvXU96fXb9
+ld68NwDSk8vOZHDzDSXl6NUNnzqDiGZlHre1uVrkza4dNml65kHp+aJeYZ70+mxT8wcw8K8ANBlk
+edKvR1l6jFnQl/3D8CKcNl/uf8CKfFGvzOq9nPXL5pkgkyUFY2cyaPN3zfOYP9j/uCPN1QqPgZP7
+/tmWfFGvzOq9kPXL5Zkgk6UEY20yaPN3ziPm8btAh5qrJd5+gF35ol5wT3p9tvk9XibIZAnB2JwM
+2vzd83jnhRbQDMvQI7YtX9QLNqTXZ9vrvQkyOexgpF8825NBvUF4RG/IaIbl6PF62JYv6vke0uuz
+C/XeBJkcZjDSL54LyaDeIDyP/xYY2zlkN1f5XsTQQ7AtX9TzNaTXZ1fqvQnz5H6H9IvnSjKoF9yj
+SOQWAOmgpvTmaoGXrozQbf05WJAv6uUf0uuzS/XeaDLI8qRfD/V293Z8Nj3fFMS0oLmK94ho8WGH
+jVnex8GSfFFv4CG9PrtW702YJ/flCb54riWDeoPzOhKxy9jjh/2YNjRX6R4DD+8zasS3+jhYli/q
+ZR/S67OL9d6EeXJ/nsyL52IyqDdYb1lPZ2vsowCuxwC/DrChuQr30kR0/bjRI8/Yd9+KXlibL+pl
+Dun12dV6Hw0yOdxg5Fw8V5NBvUK8ZT0dCVxUO2zSTZw2X2bgZAImgKgOsKK5yvSY2xhYFzH0UGWE
+btOX/d3zpNdnl+t9NMjkcILhNGAiUi5esb1vfnNjxXPPfZZLt37qDaXXvv21VwFcJvX5qaeeFG/u
+XK70OCm6Phfm8R6vBkq7HibMk/vxmNHjRjJk9za1vDGilOunnnrqqSfR64ltjUuvz4V51F3K9SuG
+Z8I8uR+PKNbjRjJk9yrMiP1LuX7qqaeeehI9r7d9ivT6XJDH2HUDIPV6GCnJkMsjQndQT2Qy5PAi
+sdqDS7l+6qmnnnoSvYipPPjdozLrc2Eed5dy/YrhmUCzQwiGQS1BPLnJkN0jRE4s5fqpp5566kn0
+CJGTdhyVW58L8RhokX49At0AhBEMAVv9epKTIZdnKPLR6dOXVEhIBvXUU0+9ofDGj7+glijyYen1
+uSAPvKVU61csz/cNQGjJRdjmxxOfDDm9aF2a9v50ydZPPfXUU0+YV1F//KcIVCe/Phfi9W4v1foV
+y/N1AxBmcjHz5nyeHcmQ2/MI35w1i2OlWD/11FNPPUneuHGfqzBUcbkt9XnQHntbSrF+xfTy3gCE
+n1z0+kCeNckwgEdAU7Q2eWlp1k899dRTT45XVX/6JUTRibbU58F6zNzXu8ReDxNkcjjB8Lpcnk3J
+kM8jxg8vmJd4f/HXTz311FNPhjdp6m3vo0jl92yrz4PxmHvXFXv9iu2ZIJNDCcbQ2myHbUuGvB5R
+VQS4c+7c9nFFXb8cQz311FNvKL19pyweF4k2/sGQqQzqhV6fB+Nxel0x1w8luL4myOQwgon0YmXm
+MSuTwZdHYziWuj/zJkDS9VBPPfXUC+rtO2XxuMrYmLvJmL2DenLqc0CvpvIVqdejzzNBJocRzHXX
+NWwBeNOuH7Q1Gfx/fOTBXiz1/JxLkscVY/0yh3rqqafeUHqTpt72vqrYmCeNMTOCevLqs08P5o2b
+fz5mezHWDyW8vibI5PCCoZcBi5MhoEegUTD81zmXtnx/330vaix8/XYMuddXPfXUc80bN+5zFU0H
+/t/lJtb4t7L6L3+KAMa8Uuj69Z0GJby+JsjksIJheC/anAyD8cCoBHsLKuuOXz5p+u9njR9/Qe1g
+1w+QfX3VU089d7zx4y+onXzA779cHT/rJTJVPy6b3/n38wj80mDXr/9pUOLrGw3z5H4HpfE0k73J
+UIhHRHtHUHFddcPJP22afsr9ZOiRKdPxohc1a/eqq2tZsIB68nnSr6966qlnpzd/PldsSm5tRHd7
+k4lUHkomcgIQOcX9D/nJ6z3t1wvz+pLk5OrzxjUtHFtTsd8bQN/qWpcM6hXJY+YeArUz0ALiDQCv
+BGgFPDwxqrHhuSefPDEF4fmsnr3e/Pkc3dKSPAIGxwI8DaCpYBpHQCOI65gRc2m/qTcYjxk9GHXD
+DfG8n2Ibdj7TzJknWLE5J0//4ysG1GRfMqg3VJ7HnAT3PMyp7t91tT/w4IYNd/RAaD6rZ483fz5X
+bE22foyZP0+gmSDUZ/Ok7w/1hsrj5Tcsih+Yz5OwP6JhnjyIR5x+FBRrsi8Z1BsqjzjdAJgzKVp9
+ZlX8rG1NDaff3Gto0S1Xj/b9hVJ9Q8LmVC9c76KLkqPSEb5kS6L1AiKMGCgvbdgf6g2Nx4y/5/Ok
+7A8TZHKowXipv9iYDOqF4xnQCDJV36lA1bo5lyZ+8rWvbar160nZnOqF482Z83bdnEsTP0tHsJaI
+/osIIwbybNwf6pXOI4MHB/Ik7Q8TZHKYwXTGev4KIO8b3jJH2MmgXrgeEWqJ6NudXu2yOZckz8jn
+Sdqc6g29N/eS5MepomoZEX2TCHlvGm3fH+oV12NwdxV1PJLLk7Y/TJgnD+Ldtmj/VhAeD+KFnQzq
+yfEI2JcM7r7w0sSNX5zPVdk8aZtTvaHzxh7zSNWceYmb2eAuEI3347m0P9QrlkePLlw4pj3bIxL3
+hwnz5EE9Ylrq15ORDOqJ84hm1yaST114efs+/Q9L3JzqDY03bdr942oTyX8SaJZfT0w+qyfKM4ys
+PUrq/jDSN2d/r9fgTmZO5fOkJIN6Mj0iOgy96acuuDgxFZC7OdUrvXfAoXdP8qLpR4noEL+etHxW
+T4rHvTHy7so8Knl/mECzQw5myVUNW0H08ECenGRQT7RH2C9i8PicS7dOgdDNqV5pvWkH3zstnaan
+iTDJryc2n9WT4P110aLGd/ofkL4/At0ASAiGQLfl8oQlg3rSPWA0Mx7et+n68bsflrE51SudN3HG
+/WOZ8QCBRvn1xOezeqF6zLv3Jhv2h+8bACnBUG/dXWDe4++6pSWDenZ4BBpXUbH3H0eN+lIlhG1O
+9Ur3hr8op+4HMMGvZ0s+qxeSx7x5VLz+3r5/tWV/+LoBkBTM9ddTN4h+2/+YuGRQzyrPgA6Ljz7l
+SgjbnOqVxqtNJq/R3/mrV1yPft33vSw27Y+8NwASg2F4NzKzB0hNBvVs8wxVzm466J7TgnoS94d6
+ub0L5yXP1Hf7q1dcj9MevJsA+/aHCTJZSjA3LmpcDeAemcmgnq0eEV2vnxjorjdr1ps1AK7y69me
+z+oNjcfA/1t8deMaG/eHCTJZUjDE3kKJyaCevR4B+3ama77tx5O+P9Tb04vW1H0fPn/v70I+qzc0
+ngEvtHV/UJDJ0oKZPH3p3w3MsTuOykgG9az32tDDEwb6Kk9b9od6mV/sg7X68b7qFdNj5r+veuWM
+D8LS/WGCTJYWjOe1f2/HURnJoJ4TXh3HcHEuz6b9od67nhflS7X5q1d0z/MWwOL9YYJMlhbMmuXn
+PsXs/V1MMqjnhEfAnPnzuSLzuG37Q70dY/58rmCmr+bzpOSfepZ4Hj/YvOzMp2Hx/jBBJssMJvId
+ot2uqK8hPrnUC88jGrmlpfUj/Q/Zuz/U29zSeqp+pa96xfQ8z/NSqS3zYfn+MGGevBje4muH/wug
+24N40pNLPQEe8ef6/tHm/aEeQMTnDOSJzD/1ZHvo/c2alee/2P8wLNwfJuzNWQyvF5FvA2jz41mR
+XOqF7xGdfPbZHHFhf5SzN38+R0H0wVye2PxTT67npVrbO9+Y3/8wLN0fJsyTF8tbsqj2TWZckc+z
+IrnUE+ER0Dhi73cOhwP7o5y9LS3JIwhoyPaY5PxTT66XRs+PN6657K2+w7B4f5gwT15ML9VRv5CZ
+X8rl2ZJc6gny0Hs8HNkfZesZHJvtsBX5p544j9l7vnXrr6/vOwzL94cJMllyMEuWUC+8yLnMnMp8
+zJbkUk+YZ2hq/8OweH+Urcc4YI9DtuSfeqI8Zi/Vy9sv3Lz5wRQc2R8myGTpwdx4bd2LABb2P2ZL
+cqknzyM2U/oOw4H9UZYeYUr/f7Up/9ST5TGnfrFu+Veeh0P7w7gUDACMijd8H4znALuSSz15HoPG
+w7H9UW4e7biGO37QsvxTT47H4Gc3v/mHH8Ox/WFcCgYAFiygHibv08zcZktyqSfTM0A9HNsf5eYx
+73gDoI35p54Mjxnt3d1bzksm7+yBY/vDuBRM31j18sdXp7z2i21ILvXkemyi9RLyWb1CPK6zNf/U
+k+Exd85Zv3r2SojI5+J6JtBs4cH099Ys++wdzKmbdhyVm1zqueXZsj/KxZOeL+rJ9jykr1u9/Jzf
+Q0g+F9sLdAMgPZhMrzN57+XM/LTU5FJPtkeM1iCebfujPLx0q635p164HrP35JYNd34LovK5uJ7v
+GwAbgsn0Nmy4ozsd4Y8T0Zqgnm3Jql7xPQb5vgGwcX+Uh8f9rqFd+adeeJ7H/Fpvx7pPJhL/2yEr
+n4vr+boBsCWYbN6SRaM2E+FjYGz369mWrOqVxiPwej+ezfvDeY/5zR1H7cs/9cLxPMY7vb3bzli3
+7vKN4vK5yF7eGwCbgsnlXX9VwwpmfJyZO/N5tiWreqXzmLAyn+fC/nDZY/JW2pp/6g29x0AHvLaz
+Xm/+6qsS87nYngkyWXowA3k3XtPwuGF8gpl7cnm2Jat6pfUIWD6Q59L+cNUj8Apb80+9ofUY3J1O
+t5+9esUXH5Oaz8X2TJDJ0oPJ511/TfwBZvqMflywer485idyeRLyWb38nqHYY9bmn3pD5jFzir2e
+c9as+MKfJedzsT0TZLL0YPx4i69puJOBs8DctesHLUtW9UrvMdCy+c34C9kek5TP6g3sjYwPf56B
+ZBBPQv6pN3QeM/cwej63evln/yg9n4vtmSCTpQfj11t8dfw+Jj6TmTttS1b1hsrjvy5dSunMoxLz
+Wb3c3oIFlCJ4D/n15OSfekPhMdDB6Y6zVi/77B9syOdieybIZOnBBBk3Lmp8kNj7MHupd2xJVvWG
+zmPG7ZnHJOezegN55nY/nqT8U6/0ngds43TbR1ev/ML9duVz8TwTZLL0YIJ6K18985/dPZuPZ/DO
+zwmQm6zqDZ3H4C3pjoYH+x+zIZ/Vy+6NbKi/nxnbBvIk5Z96Q9D8mV9Lp7YeV05v+MvmGZeCGYy3
+fvXsVR3drx3nwXtKarKqN7QeATcuWUK9ff9uUz6rt6e3YAH1EHhxLk9a/qlX6t/5e0+mOtYet3bl
+V5fZmM/F9IxLwQzWe3P1NzfXxVqOB3BlUM+25Fcv38+jvZfo+r5/tzGf1csyenE1gLbMw9LyT71S
+v+yfuqWr9f4Pl8OH/PjxjEvBFOL94hdNqRuvjn+Lmb/AjHY/nm3Jr17+QcRXLbmqYStgdz6rt/u4
+4Yb4Nma+rv8xifmnXom+0hdoS3ud565+9VNz3njjtnbb87lYnnEpmGJ4N14d/62JpGeA8dRAnk3J
+r54/j4H1VabjSsCdfFbv3ZHqaPsxgHWAzPxTr1TNn59NpTa//7Xl5/wODuVzMTwTZLL0YIrlXb9w
+2NrejvoTAP6ZfmhQ+XjMPGfhwjHtYeefeqXxliwZ28EeLpWaf+oV12P2Usy9V779xu9OWLty9io4
+ls/F8EyQydKDKaa3ZAn13rAo/m1Dkfcw8OyuH7Qk+dUL2PyB6xZfHb9fSv6pVxpv1aun3+Nx9xJp
++adecT2P0//p7W05vnnZp7+fTN7ZAyH5J80zLgVTCu/6RXUvjWqoP4oY32TmNhuSX73Azf9Z01t/
+ucT8U6/43ub2Ry732Htxx9Hw80+9InpeqjXN3d9Mbr31qHXN5z8LgfknyYtMnDjBcyWYUnmPPbbA
+a6h7+smq+qPuiEZr6gl0CEBGXPKrN4iX/bE2BXNy87IPt0Bo/qlXXK+75dlU/fBj7o+a+MdB0UaX
+8rl8PY+Ze3/X1fv6WetWznq4vX21B6H5J8kLvtKCgxkqb+LUW46IRBsXEMVOlpH86g3KY94Mgw+s
+/M8Zq2BR/qlXHG/SgX+cGDWxx0E0OognNp/L1fP4wVRqy/w1K89/sf9hCM8/CV7g1ZYczFB7Uw6+
+91gw/4hAJ/j1xG+mMvGYsZYMn6LNv7y9Cy9LTAHTXwBM8ONJzedy9Jj57x6lv7f65bOegaX5F7YX
+aMWlBxOWd8G8xPsN8DUCzgQoksuTvJnKyWPg2RSb09e8cuomOJB/6hXmXXh5+z6cSt9HwOEDeVLz
+ubw8TjPjTkP8ixUvf/zfcCD/wvR8X0Ubggnbu+jrLZO8lJnNxF8g0Kj+j8ncTOXnMXCd6a2/fMWK
+E7vhWP6pN3hv7lyu9KLJhUR0YTZPaj6Xjce8mYl+w+wtXnx145qw88UVz9eVtCUYKd78+VyxrbXt
+DI/5PALPZEZM1GYqQ48Zaxl8kf6pn3oDjdmXJk4zoOtA2G/XDwrM53LwmLmHCH9jpttGxevvXbCA
+egBZ+WK7l/dq2hSMRO/iizcN72E6m0zkEwAdR6BKFzanNR6jFcRXV6Dhp4sWUaf0fFEvfG/WrDdr
+ojV13yGiS5i5TlQ+O+4xuBugRw1jaYy8uxYtanyn/+MS88Vmj4JMlh6MdG/8+AtqY7XHHh+N1H4I
+ZE4kwlQ/N2G7nohjm72UHoO3EHBjBfjaviJiW76oF643e/ZbI1BB88CRrxLRyB1H3dgfcjxmACvA
+/AgMPVBFHY8sXDimPZsnPV9s9CjIZOnB2ObNuiw5MsZ8NICjwHQowDNANDab58ZmL7HH2M7Ef2PG
+7emOhgf1K33VK4Y3btznKiobTvkQoeozZCpmGqLGoJ6I/SHAYzIbiMzLBH4JwNPowZM33BDfls+z
+KV9s8ijIZOnBuODNm9cyvItommGeADL7w+P9GDza495RYIwA0XBiihIhBorWSd7spfAA9ADURoQW
+Bq8HsIqA5WB+YvOb8ReWLqV0Ma9HtqFe+XrDhj0SGTkmcTgZOhaEacSYCqLxzGgEuI6IKjI9m/eb
+71+zASmAe0HYxh5vY/S+A/a2MPPrQOp19lJrUVP5ys0/H7O9mNdDer5I9yjIZOnBqKeeeuqpp556
+/jwKMll6MOqpp5566qmnnj+PgkyWHox66qmnnnrqqefPI5eCUU899dRTTz31/HnkUjDqqaeeeuqp
+p54/z7gUjHrqqaeeeuqp588zLgWjnnrqqaeeeur584xLwainnnrqqaeeev48E2Sy9GDUU0899dRT
+Tz1/nnEpGPXUU0899dRTz59nXApGPfXUU0899dTzN8j3TAuCUU899dRTTz31/I3ANwCSg1FPPfXU
+U0899fyNQDcA0oNRTz311FNPPfX8eb5vAGwIRj311FNPPfXU8+f5ugGwJRj11FNPPfXUU8+fl/cG
+wKZg1FNPPfXUU089fx4FmSw9GPXUU0899dRTz59HQSZLD0Y99dRTTz311PPnUZDJ0oNRTz311FNP
+PfX8eRRksvRg1FNPPfXUU089fx4FmSw9GPXUU0899dRTz59HQSZLD0Y99dRTTz311PPnkUvBqKee
+euqpp556/jxyKRj11FNPPfXUU8+fZ1wKRj311FNPPfXU8+cZl4JRTz311FNPPfX8ecalYNRTTz31
+1FNPPX+eCTJZejDqqaeeeuqpp54/z7gUjHrqqaeeeuqp588zLgWjnnrqqaeeeur5G+R7pgXBqKee
+euqpp556/kbgGwDJwainnnrqqaeeev5GoBsA6cGop5566qmnnnr+PN83ADYEo5566qmnnnrq+fN8
+3QDYEox66qmnnnrqqefPy3sDYFMw6qmnnnrqqaeeP4+CTJYejHrqqaeeeuqp58+jIJOlB6Oeeuqp
+p5566vnzKMhk6cGop5566qmnnnr+vP8fsqrERgrujdUAAAAldEVYdGRhdGU6Y3JlYXRlADIwMjMt
+MDktMDRUMDY6MTU6MjIrMDA6MDBtbsflAAAAJXRFWHRkYXRlOm1vZGlmeQAyMDIzLTA5LTA0VDA2
+OjE1OjIyKzAwOjAwHDN/WQAAACh0RVh0ZGF0ZTp0aW1lc3RhbXAAMjAyMy0wOS0wNFQwNjoxNToy
+NCswMDowMCj2a7wAAAAASUVORK5CYII=" />
+</svg>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Regular.ttf b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Regular.ttf
new file mode 100644
index 0000000..1e9cd85
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Regular.ttf
Binary files differ
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Semibold.ttf b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Semibold.ttf
new file mode 100644
index 0000000..316b352
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Fonts/OpenSans-Semibold.ttf
Binary files differ
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Images/dotnet_bot.svg b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Images/dotnet_bot.svg
new file mode 100644
index 0000000..abfaff2
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Images/dotnet_bot.svg
@@ -0,0 +1,93 @@
+<svg width="419" height="519" viewBox="0 0 419 519" fill="none" xmlns="http://www.w3.org/2000/svg">
+<path d="M284.432 247.568L284.004 221.881C316.359 221.335 340.356 211.735 355.308 193.336C382.408 159.996 372.893 108.183 372.786 107.659L398.013 102.831C398.505 105.432 409.797 167.017 375.237 209.53C355.276 234.093 324.719 246.894 284.432 247.568Z" fill="#8A6FE8"/>
+<path d="M331.954 109.36L361.826 134.245C367.145 138.676 375.055 137.959 379.497 132.639C383.928 127.32 383.211 119.41 377.891 114.969L348.019 90.0842C342.7 85.6531 334.79 86.3702 330.348 91.6896C325.917 97.0197 326.634 104.929 331.954 109.36Z" fill="#8A6FE8"/>
+<path d="M407.175 118.062L417.92 94.2263C420.735 87.858 417.856 80.4087 411.488 77.5831C405.12 74.7682 397.67 77.6473 394.845 84.0156L383.831 108.461L407.175 118.062Z" fill="#8A6FE8"/>
+<path d="M401.363 105.175L401.234 69.117C401.181 62.1493 395.498 56.541 388.53 56.5945C381.562 56.648 375.954 62.3313 376.007 69.2989L376.018 96.11L401.363 105.175Z" fill="#8A6FE8"/>
+<path d="M386.453 109.071L378.137 73.9548C376.543 67.169 369.757 62.9628 362.971 64.5575C356.185 66.1523 351.979 72.938 353.574 79.7237L362.04 115.482L386.453 109.071Z" fill="#8A6FE8"/>
+<path d="M381.776 142.261C396.359 142.261 408.181 130.44 408.181 115.857C408.181 101.274 396.359 89.4527 381.776 89.4527C367.194 89.4527 355.372 101.274 355.372 115.857C355.372 130.44 367.194 142.261 381.776 142.261Z" fill="url(#paint0_radial)"/>
+<path d="M248.267 406.979C248.513 384.727 245.345 339.561 222.376 301.736L199.922 315.372C220.76 349.675 222.323 389.715 221.841 407.182C221.798 408.627 235.263 409.933 248.267 406.979Z" fill="url(#paint1_linear)"/>
+<path d="M221.841 406.936L242.637 406.84L262.052 518.065L220.311 518.258C217.132 518.269 214.724 515.711 214.938 512.532L221.841 406.936Z" fill="#522CD5"/>
+<path d="M306.566 488.814C310.173 491.661 310.109 495.782 309.831 500.127L308.964 513.452C308.803 515.839 306.727 517.798 304.34 517.809L260.832 518.012C258.125 518.023 256.08 515.839 256.262 513.142L256.551 499.335C256.883 494.315 255.192 492.474 251.307 487.744C244.649 479.663 224.967 435.62 226.84 406.925L248.256 406.829C249.691 423.858 272.167 461.682 306.566 488.814Z" fill="url(#paint2_linear)"/>
+<path d="M309.82 500.127C310.023 497.088 310.077 494.176 308.889 491.715L254.635 491.961C256.134 494.166 256.765 496.092 256.562 499.314L256.273 513.121C256.091 515.828 258.146 518.012 260.843 517.99L304.34 517.798C306.727 517.787 308.803 515.828 308.964 513.442L309.82 500.127Z" fill="url(#paint3_radial)"/>
+<path d="M133.552 407.471C133.103 385.22 135.864 340.021 158.49 301.993L181.073 315.425C160.545 349.921 159.346 389.972 159.989 407.428C160.042 408.884 146.578 410.318 133.552 407.471Z" fill="url(#paint4_linear)"/>
+<path d="M110.798 497.152C110.765 494.187 111.204 491.575 112.457 487.23C131.882 434.132 133.52 407.364 133.52 407.364L159.999 407.246C159.999 407.246 161.819 433.512 181.716 486.427C183.289 490.195 183.471 493.641 183.674 496.831L183.792 513.816C183.803 516.374 181.716 518.483 179.158 518.494L177.873 518.504L116.781 518.782L115.496 518.793C112.927 518.804 110.83 516.728 110.819 514.159L110.798 497.152Z" fill="url(#paint5_linear)"/>
+<path d="M110.798 497.152C110.798 496.67 110.808 496.199 110.83 495.739C110.969 494.262 111.643 492.603 114.875 492.582L180.207 492.282C182.561 492.367 183.343 494.176 183.589 495.311C183.621 495.814 183.664 496.328 183.696 496.82L183.813 513.806C183.824 515.411 183.011 516.824 181.769 517.669C181.031 518.172 180.132 518.472 179.179 518.483L177.895 518.494L116.802 518.772L115.528 518.782C114.244 518.793 113.077 518.269 112.232 517.434C111.386 516.599 110.862 515.432 110.851 514.148L110.798 497.152Z" fill="url(#paint6_radial)"/>
+<path d="M314.979 246.348C324.162 210.407 318.008 181.777 318.008 181.777L326.452 181.734L326.656 181.574C314.262 115.75 256.326 66.0987 186.949 66.4198C108.796 66.773 45.7233 130.424 46.0765 208.577C46.4297 286.731 110.08 349.803 188.234 349.45C249.905 349.172 302.178 309.474 321.304 254.343C321.872 251.999 321.797 247.804 314.979 246.348Z" fill="url(#paint7_radial)"/>
+<path d="M310.237 279.035L65.877 280.148C71.3998 289.428 77.95 298.012 85.3672 305.761L290.972 304.829C298.336 297.005 304.8 288.368 310.237 279.035Z" fill="#D8CFF7"/>
+<path d="M235.062 312.794L280.924 312.585L280.74 272.021L234.877 272.23L235.062 312.794Z" fill="#512BD4"/>
+<path d="M243.001 297.626C242.691 297.626 242.434 297.53 242.22 297.327C242.006 297.123 241.899 296.866 241.899 296.588C241.899 296.299 242.006 296.042 242.22 295.839C242.434 295.625 242.691 295.528 243.001 295.528C243.312 295.528 243.568 295.635 243.782 295.839C243.996 296.042 244.114 296.299 244.114 296.588C244.114 296.877 244.007 297.123 243.793 297.327C243.568 297.519 243.312 297.626 243.001 297.626Z" fill="white"/>
+<path d="M255.192 297.434H253.212L247.967 289.203C247.839 289 247.721 288.775 247.636 288.55H247.593C247.636 288.786 247.657 289.299 247.657 290.091L247.668 297.444H245.912L245.891 286.228H247.999L253.062 294.265C253.276 294.597 253.415 294.833 253.479 294.95H253.511C253.458 294.651 253.437 294.148 253.437 293.441L253.426 286.217H255.17L255.192 297.434Z" fill="white"/>
+<path d="M263.733 297.412L257.589 297.423L257.568 286.206L263.465 286.195V287.779L259.387 287.79L259.398 290.969L263.155 290.958V292.532L259.398 292.542L259.409 295.86L263.733 295.85V297.412Z" fill="white"/>
+<path d="M272.445 287.758L269.298 287.769L269.32 297.401H267.5L267.479 287.769L264.343 287.779V286.195L272.434 286.174L272.445 287.758Z" fill="white"/>
+<path d="M315.279 246.337C324.355 210.836 318.457 182.483 318.308 181.798L171.484 182.462C171.484 182.462 162.226 181.563 162.268 190.018C162.311 198.463 162.761 222.341 162.878 248.746C162.9 254.172 167.363 256.773 170.863 256.751C170.874 256.751 311.618 252.213 315.279 246.337Z" fill="url(#paint8_radial)"/>
+<path d="M227.685 246.798C227.685 246.798 250.183 228.827 254.571 225.499C258.959 222.17 262.812 221.977 266.869 225.445C270.925 228.913 293.616 246.498 293.616 246.498L227.685 246.798Z" fill="#A08BE8"/>
+<path d="M320.748 256.141C320.748 256.141 324.943 248.414 315.279 246.348C315.289 246.305 170.927 246.894 170.927 246.894C167.566 246.905 163.232 244.925 162.846 241.671C162.857 244.004 162.878 246.369 162.889 248.756C162.91 253.68 166.582 256.27 169.878 256.698C170.21 256.73 170.542 256.773 170.874 256.773L180.742 256.73L320.748 256.141Z" fill="#512BD4"/>
+<path d="M206.4 233.214C212.511 233.095 217.302 224.667 217.102 214.39C216.901 204.112 211.785 195.878 205.674 195.997C199.563 196.116 194.772 204.544 194.973 214.821C195.173 225.099 200.289 233.333 206.4 233.214Z" fill="#512BD4"/>
+<path d="M306.249 214.267C306.356 203.989 301.488 195.605 295.377 195.541C289.266 195.478 284.225 203.758 284.118 214.037C284.011 224.315 288.878 232.699 294.99 232.763C301.101 232.826 306.142 224.545 306.249 214.267Z" fill="#512BD4"/>
+<path d="M205.905 205.291C208.152 203.022 211.192 202.016 214.157 202.262C215.912 205.495 217.014 209.733 217.111 214.389C217.164 217.3 216.811 220.04 216.158 222.513C212.669 223.519 208.752 222.662 205.979 219.922C201.912 215.909 201.88 209.348 205.905 205.291Z" fill="#8065E0"/>
+<path d="M294.996 204.285C297.255 202.016 300.294 200.999 303.259 201.256C305.164 204.628 306.309 209.209 306.256 214.239C306.224 216.808 305.892 219.259 305.303 221.485C301.793 222.523 297.843 221.678 295.061 218.916C291.004 214.892 290.972 208.342 294.996 204.285Z" fill="#8065E0"/>
+<path d="M11.6342 357.017C10.9171 354.716 -5.72611 300.141 21.3204 258.903C36.9468 235.078 63.3083 221.035 99.6664 217.15L102.449 243.276C74.3431 246.273 54.4676 256.345 43.3579 273.202C23.0971 303.941 36.5722 348.733 36.7113 349.183L11.6342 357.017Z" fill="url(#paint9_linear)"/>
+<path d="M95.1498 252.802C109.502 252.802 121.137 241.167 121.137 226.815C121.137 212.463 109.502 200.828 95.1498 200.828C80.7976 200.828 69.1628 212.463 69.1628 226.815C69.1628 241.167 80.7976 252.802 95.1498 252.802Z" fill="url(#paint10_radial)"/>
+<path d="M72.0098 334.434L33.4683 329.307C26.597 328.397 20.2929 333.214 19.3725 340.085C18.4627 346.956 23.279 353.26 30.1504 354.181L68.6919 359.308C75.5632 360.217 81.8673 355.401 82.7878 348.53C83.6975 341.658 78.8705 335.344 72.0098 334.434Z" fill="#8A6FE8"/>
+<path d="M3.73535 367.185L7.35297 393.076C8.36975 399.968 14.7702 404.731 21.6629 403.725C28.5556 402.708 33.3185 396.308 32.3124 389.415L28.5984 362.861L3.73535 367.185Z" fill="#8A6FE8"/>
+<path d="M15.5194 374.988L34.849 405.427C38.6058 411.292 46.4082 413.005 52.2735 409.248C58.1387 405.491 59.8512 397.689 56.0945 391.823L41.7953 369.144L15.5194 374.988Z" fill="#8A6FE8"/>
+<path d="M26.0511 363.739L51.8026 389.019C56.7688 393.911 64.7532 393.846 69.6445 388.88C74.5358 383.914 74.4715 375.929 69.516 371.038L43.2937 345.297L26.0511 363.739Z" fill="#8A6FE8"/>
+<path d="M26.4043 381.912C40.987 381.912 52.8086 370.091 52.8086 355.508C52.8086 340.925 40.987 329.104 26.4043 329.104C11.8216 329.104 0 340.925 0 355.508C0 370.091 11.8216 381.912 26.4043 381.912Z" fill="url(#paint11_radial)"/>
+<path d="M184.73 63.6308L157.819 66.5892L158.561 38.5412L177.888 36.4178L184.73 63.6308Z" fill="#8A6FE8"/>
+<path d="M170.018 41.647C180.455 39.521 187.193 29.3363 185.067 18.8988C182.941 8.46126 172.757 1.72345 162.319 3.84944C151.882 5.97543 145.144 16.1601 147.27 26.5976C149.396 37.0351 159.58 43.773 170.018 41.647Z" fill="#D8CFF7"/>
+<path d="M196.885 79.385C198.102 79.2464 198.948 78.091 198.684 76.8997C195.851 64.2818 183.923 55.5375 170.773 56.9926C157.622 58.4371 147.886 69.5735 147.865 82.4995C147.863 83.7232 148.949 84.6597 150.168 84.5316L196.885 79.385Z" fill="url(#paint12_radial)"/>
+<defs>
+<radialGradient id="paint0_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(382.004 103.457) scale(26.4058)">
+<stop stop-color="#8065E0"/>
+<stop offset="1" stop-color="#512BD4"/>
+</radialGradient>
+<linearGradient id="paint1_linear" x1="214.439" y1="303.482" x2="236.702" y2="409.505" gradientUnits="userSpaceOnUse">
+<stop stop-color="#522CD5"/>
+<stop offset="0.4397" stop-color="#8A6FE8"/>
+</linearGradient>
+<linearGradient id="paint2_linear" x1="231.673" y1="404.144" x2="297.805" y2="522.048" gradientUnits="userSpaceOnUse">
+<stop stop-color="#522CD5"/>
+<stop offset="0.4397" stop-color="#8A6FE8"/>
+</linearGradient>
+<radialGradient id="paint3_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(280.957 469.555) rotate(-0.260742) scale(45.8326)">
+<stop offset="0.034" stop-color="#522CD5"/>
+<stop offset="0.9955" stop-color="#8A6FE8"/>
+</radialGradient>
+<linearGradient id="paint4_linear" x1="166.061" y1="303.491" x2="144.763" y2="409.709" gradientUnits="userSpaceOnUse">
+<stop stop-color="#522CD5"/>
+<stop offset="0.4397" stop-color="#8A6FE8"/>
+</linearGradient>
+<linearGradient id="paint5_linear" x1="146.739" y1="407.302" x2="147.246" y2="518.627" gradientUnits="userSpaceOnUse">
+<stop stop-color="#522CD5"/>
+<stop offset="0.4397" stop-color="#8A6FE8"/>
+</linearGradient>
+<radialGradient id="paint6_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(148.63 470.023) rotate(179.739) scale(50.2476)">
+<stop offset="0.034" stop-color="#522CD5"/>
+<stop offset="0.9955" stop-color="#8A6FE8"/>
+</radialGradient>
+<radialGradient id="paint7_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(219.219 153.929) rotate(179.739) scale(140.935)">
+<stop offset="0.4744" stop-color="#A08BE8"/>
+<stop offset="0.8618" stop-color="#8065E0"/>
+</radialGradient>
+<radialGradient id="paint8_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(314.861 158.738) rotate(179.739) scale(146.053)">
+<stop offset="0.0933" stop-color="#E1DFDD"/>
+<stop offset="0.6573" stop-color="white"/>
+</radialGradient>
+<linearGradient id="paint9_linear" x1="54.1846" y1="217.159" x2="54.1846" y2="357.022" gradientUnits="userSpaceOnUse">
+<stop offset="0.3344" stop-color="#9780E6"/>
+<stop offset="0.8488" stop-color="#8A6FE8"/>
+</linearGradient>
+<radialGradient id="paint10_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(90.3494 218.071) rotate(-0.260742) scale(25.9924)">
+<stop stop-color="#8065E0"/>
+<stop offset="1" stop-color="#512BD4"/>
+</radialGradient>
+<radialGradient id="paint11_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(25.805 345.043) scale(26.4106)">
+<stop stop-color="#8065E0"/>
+<stop offset="1" stop-color="#512BD4"/>
+</radialGradient>
+<radialGradient id="paint12_radial" cx="0" cy="0" r="1" gradientUnits="userSpaceOnUse" gradientTransform="translate(169.113 67.3662) rotate(-32.2025) scale(21.0773)">
+<stop stop-color="#8065E0"/>
+<stop offset="1" stop-color="#512BD4"/>
+</radialGradient>
+</defs>
+</svg>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Raw/AboutAssets.txt b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Raw/AboutAssets.txt
new file mode 100644
index 0000000..15d6244
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Raw/AboutAssets.txt
@@ -0,0 +1,15 @@
+锘緼ny raw assets you want to be deployed with your application can be placed in
+this directory (and child directories). Deployment of the asset to your application
+is automatically handled by the following `MauiAsset` Build Action within your `.csproj`.
+
+ <MauiAsset Include="Resources\Raw\**" LogicalName="%(RecursiveDir)%(Filename)%(Extension)" />
+
+These files will be deployed with you package and will be accessible using Essentials:
+
+ async Task LoadMauiAsset()
+ {
+ using var stream = await FileSystem.OpenAppPackageFileAsync("AboutAssets.txt");
+ using var reader = new StreamReader(stream);
+
+ var contents = reader.ReadToEnd();
+ }
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Splash/splash.svg b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Splash/splash.svg
new file mode 100644
index 0000000..21dfb25
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Splash/splash.svg
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
+<svg width="456" height="456" viewBox="0 0 456 456" version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" xml:space="preserve" xmlns:serif="http://www.serif.com/" style="fill-rule:evenodd;clip-rule:evenodd;stroke-linejoin:round;stroke-miterlimit:2;">
+ <path d="m 105.50037,281.60863 c -2.70293,0 -5.00091,-0.90042 -6.893127,-2.70209 -1.892214,-1.84778 -2.837901,-4.04181 -2.837901,-6.58209 0,-2.58722 0.945687,-4.80389 2.837901,-6.65167 1.892217,-1.84778 4.190197,-2.77167 6.893127,-2.77167 2.74819,0 5.06798,0.92389 6.96019,2.77167 1.93749,1.84778 2.90581,4.06445 2.90581,6.65167 0,2.54028 -0.96832,4.73431 -2.90581,6.58209 -1.89221,1.80167 -4.212,2.70209 -6.96019,2.70209 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
+ <path d="M 213.56111,280.08446 H 195.99044 L 149.69953,207.0544 c -1.17121,-1.84778 -2.14037,-3.76515 -2.90581,-5.75126 h -0.40578 c 0.36051,2.12528 0.54076,6.67515 0.54076,13.6496 v 65.13172 h -15.54349 v -99.36009 h 18.71925 l 44.7374,71.29798 c 1.89222,2.95695 3.1087,4.98917 3.64945,6.09751 h 0.26996 c -0.45021,-2.6325 -0.67573,-7.09015 -0.67573,-13.37293 v -64.02256 h 15.47557 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
+ <path d="m 289.25134,280.08446 h -54.40052 v -99.36009 h 52.23835 v 13.99669 h -36.15411 v 28.13085 h 33.31621 v 13.9271 h -33.31621 v 29.37835 h 38.31628 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
+ <path d="M 366.56466,194.72106 H 338.7222 v 85.3634 h -16.08423 v -85.3634 h -27.77455 v -13.99669 h 71.70124 z" style="fill:#ffffff;fill-rule:nonzero;stroke-width:0.838376" />
+</svg>
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Colors.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Colors.xaml
new file mode 100644
index 0000000..245758b
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Colors.xaml
@@ -0,0 +1,44 @@
+锘�<?xml version="1.0" encoding="UTF-8" ?>
+<?xaml-comp compile="true" ?>
+<ResourceDictionary
+ xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
+ xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml">
+
+ <Color x:Key="Primary">#512BD4</Color>
+ <Color x:Key="Secondary">#DFD8F7</Color>
+ <Color x:Key="Tertiary">#2B0B98</Color>
+ <Color x:Key="White">White</Color>
+ <Color x:Key="Black">Black</Color>
+ <Color x:Key="Gray100">#E1E1E1</Color>
+ <Color x:Key="Gray200">#C8C8C8</Color>
+ <Color x:Key="Gray300">#ACACAC</Color>
+ <Color x:Key="Gray400">#919191</Color>
+ <Color x:Key="Gray500">#6E6E6E</Color>
+ <Color x:Key="Gray600">#404040</Color>
+ <Color x:Key="Gray900">#212121</Color>
+ <Color x:Key="Gray950">#141414</Color>
+ <SolidColorBrush x:Key="PrimaryBrush" Color="{StaticResource Primary}"/>
+ <SolidColorBrush x:Key="SecondaryBrush" Color="{StaticResource Secondary}"/>
+ <SolidColorBrush x:Key="TertiaryBrush" Color="{StaticResource Tertiary}"/>
+ <SolidColorBrush x:Key="WhiteBrush" Color="{StaticResource White}"/>
+ <SolidColorBrush x:Key="BlackBrush" Color="{StaticResource Black}"/>
+ <SolidColorBrush x:Key="Gray100Brush" Color="{StaticResource Gray100}"/>
+ <SolidColorBrush x:Key="Gray200Brush" Color="{StaticResource Gray200}"/>
+ <SolidColorBrush x:Key="Gray300Brush" Color="{StaticResource Gray300}"/>
+ <SolidColorBrush x:Key="Gray400Brush" Color="{StaticResource Gray400}"/>
+ <SolidColorBrush x:Key="Gray500Brush" Color="{StaticResource Gray500}"/>
+ <SolidColorBrush x:Key="Gray600Brush" Color="{StaticResource Gray600}"/>
+ <SolidColorBrush x:Key="Gray900Brush" Color="{StaticResource Gray900}"/>
+ <SolidColorBrush x:Key="Gray950Brush" Color="{StaticResource Gray950}"/>
+
+ <Color x:Key="Yellow100Accent">#F7B548</Color>
+ <Color x:Key="Yellow200Accent">#FFD590</Color>
+ <Color x:Key="Yellow300Accent">#FFE5B9</Color>
+ <Color x:Key="Cyan100Accent">#28C2D1</Color>
+ <Color x:Key="Cyan200Accent">#7BDDEF</Color>
+ <Color x:Key="Cyan300Accent">#C3F2F4</Color>
+ <Color x:Key="Blue100Accent">#3E8EED</Color>
+ <Color x:Key="Blue200Accent">#72ACF1</Color>
+ <Color x:Key="Blue300Accent">#A7CBF6</Color>
+
+</ResourceDictionary>
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Styles.xaml b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Styles.xaml
new file mode 100644
index 0000000..1ec9d55
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Resources/Styles/Styles.xaml
@@ -0,0 +1,384 @@
+锘�<?xml version="1.0" encoding="UTF-8" ?>
+<?xaml-comp compile="true" ?>
+<ResourceDictionary
+ xmlns="http://schemas.microsoft.com/dotnet/2021/maui"
+ xmlns:x="http://schemas.microsoft.com/winfx/2009/xaml">
+
+ <Style TargetType="ActivityIndicator">
+ <Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ </Style>
+
+ <Style TargetType="IndicatorView">
+ <Setter Property="IndicatorColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}"/>
+ <Setter Property="SelectedIndicatorColor" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray100}}"/>
+ </Style>
+
+ <Style TargetType="Border">
+ <Setter Property="Stroke" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
+ <Setter Property="StrokeShape" Value="Rectangle"/>
+ <Setter Property="StrokeThickness" Value="1"/>
+ </Style>
+
+ <Style TargetType="BoxView">
+ <Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray200}}" />
+ </Style>
+
+ <Style TargetType="Button">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Primary}}" />
+ <Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="FontFamily" Value="OpenSansRegular"/>
+ <Setter Property="FontSize" Value="14"/>
+ <Setter Property="CornerRadius" Value="8"/>
+ <Setter Property="Padding" Value="14,10"/>
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray200}}" />
+ <Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="CheckBox">
+ <Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="Color" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="DatePicker">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
+ <Setter Property="BackgroundColor" Value="Transparent" />
+ <Setter Property="FontFamily" Value="OpenSansRegular"/>
+ <Setter Property="FontSize" Value="14"/>
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="Editor">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Black}, Dark={StaticResource White}}" />
+ <Setter Property="BackgroundColor" Value="Transparent" />
+ <Setter Property="FontFamily" Value="OpenSansRegular"/>
+ <Setter Property="FontSize" Value="14" />
+ <Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="Entry">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Black}, Dark={StaticResource White}}" />
+ <Setter Property="BackgroundColor" Value="Transparent" />
+ <Setter Property="FontFamily" Value="OpenSansRegular"/>
+ <Setter Property="FontSize" Value="14" />
+ <Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="Frame">
+ <Setter Property="HasShadow" Value="False" />
+ <Setter Property="BorderColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray950}}" />
+ <Setter Property="CornerRadius" Value="8" />
+ </Style>
+
+ <Style TargetType="ImageButton">
+ <Setter Property="Opacity" Value="1" />
+ <Setter Property="BorderColor" Value="Transparent"/>
+ <Setter Property="BorderWidth" Value="0"/>
+ <Setter Property="CornerRadius" Value="0"/>
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="Opacity" Value="0.5" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="Label">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
+ <Setter Property="FontFamily" Value="OpenSansRegular" />
+ <Setter Property="FontSize" Value="14" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="ListView">
+ <Setter Property="SeparatorColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray500}}" />
+ <Setter Property="RefreshControlColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
+ </Style>
+
+ <Style TargetType="Picker">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
+ <Setter Property="TitleColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
+ <Setter Property="BackgroundColor" Value="Transparent" />
+ <Setter Property="FontFamily" Value="OpenSansRegular"/>
+ <Setter Property="FontSize" Value="14"/>
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ <Setter Property="TitleColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="ProgressBar">
+ <Setter Property="ProgressColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="ProgressColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="RadioButton">
+ <Setter Property="Background" Value="Transparent"/>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Black}, Dark={StaticResource White}}" />
+ <Setter Property="FontFamily" Value="OpenSansRegular"/>
+ <Setter Property="FontSize" Value="14"/>
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="RefreshView">
+ <Setter Property="RefreshColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
+ </Style>
+
+ <Style TargetType="SearchBar">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
+ <Setter Property="PlaceholderColor" Value="{StaticResource Gray500}" />
+ <Setter Property="CancelButtonColor" Value="{StaticResource Gray500}" />
+ <Setter Property="BackgroundColor" Value="Transparent" />
+ <Setter Property="FontFamily" Value="OpenSansRegular" />
+ <Setter Property="FontSize" Value="14" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ <Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="SearchHandler">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
+ <Setter Property="PlaceholderColor" Value="{StaticResource Gray500}" />
+ <Setter Property="BackgroundColor" Value="Transparent" />
+ <Setter Property="FontFamily" Value="OpenSansRegular" />
+ <Setter Property="FontSize" Value="14" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ <Setter Property="PlaceholderColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="Shadow">
+ <Setter Property="Radius" Value="15" />
+ <Setter Property="Opacity" Value="0.5" />
+ <Setter Property="Brush" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource White}}" />
+ <Setter Property="Offset" Value="10,10" />
+ </Style>
+
+ <Style TargetType="Slider">
+ <Setter Property="MinimumTrackColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="MaximumTrackColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray600}}" />
+ <Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="MinimumTrackColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}"/>
+ <Setter Property="MaximumTrackColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}"/>
+ <Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}"/>
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="SwipeItem">
+ <Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Black}}" />
+ </Style>
+
+ <Style TargetType="Switch">
+ <Setter Property="OnColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="ThumbColor" Value="{StaticResource White}" />
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="OnColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ <Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ <VisualState x:Name="On">
+ <VisualState.Setters>
+ <Setter Property="OnColor" Value="{AppThemeBinding Light={StaticResource Secondary}, Dark={StaticResource Gray200}}" />
+ <Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ </VisualState.Setters>
+ </VisualState>
+ <VisualState x:Name="Off">
+ <VisualState.Setters>
+ <Setter Property="ThumbColor" Value="{AppThemeBinding Light={StaticResource Gray400}, Dark={StaticResource Gray500}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="TimePicker">
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource White}}" />
+ <Setter Property="Background" Value="Transparent"/>
+ <Setter Property="FontFamily" Value="OpenSansRegular"/>
+ <Setter Property="FontSize" Value="14"/>
+ <Setter Property="VisualStateManager.VisualStateGroups">
+ <VisualStateGroupList>
+ <VisualStateGroup x:Name="CommonStates">
+ <VisualState x:Name="Normal" />
+ <VisualState x:Name="Disabled">
+ <VisualState.Setters>
+ <Setter Property="TextColor" Value="{AppThemeBinding Light={StaticResource Gray300}, Dark={StaticResource Gray600}}" />
+ </VisualState.Setters>
+ </VisualState>
+ </VisualStateGroup>
+ </VisualStateGroupList>
+ </Setter>
+ </Style>
+
+ <Style TargetType="Page" ApplyToDerivedTypes="True">
+ <Setter Property="Padding" Value="0"/>
+ <Setter Property="BackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Black}}" />
+ </Style>
+
+ <Style TargetType="Shell" ApplyToDerivedTypes="True">
+ <Setter Property="Shell.BackgroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource Gray950}}" />
+ <Setter Property="Shell.ForegroundColor" Value="{OnPlatform WinUI={StaticResource Primary}, Default={StaticResource White}}" />
+ <Setter Property="Shell.TitleColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource White}}" />
+ <Setter Property="Shell.DisabledColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray950}}" />
+ <Setter Property="Shell.UnselectedColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray200}}" />
+ <Setter Property="Shell.NavBarHasShadow" Value="False" />
+ <Setter Property="Shell.TabBarBackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Black}}" />
+ <Setter Property="Shell.TabBarForegroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="Shell.TabBarTitleColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="Shell.TabBarUnselectedColor" Value="{AppThemeBinding Light={StaticResource Gray900}, Dark={StaticResource Gray200}}" />
+ </Style>
+
+ <Style TargetType="NavigationPage">
+ <Setter Property="BarBackgroundColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource Gray950}}" />
+ <Setter Property="BarTextColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource White}}" />
+ <Setter Property="IconColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource White}}" />
+ </Style>
+
+ <Style TargetType="TabbedPage">
+ <Setter Property="BarBackgroundColor" Value="{AppThemeBinding Light={StaticResource White}, Dark={StaticResource Gray950}}" />
+ <Setter Property="BarTextColor" Value="{AppThemeBinding Light={StaticResource Primary}, Dark={StaticResource White}}" />
+ <Setter Property="UnselectedTabColor" Value="{AppThemeBinding Light={StaticResource Gray200}, Dark={StaticResource Gray950}}" />
+ <Setter Property="SelectedTabColor" Value="{AppThemeBinding Light={StaticResource Gray950}, Dark={StaticResource Gray200}}" />
+ </Style>
+
+</ResourceDictionary>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/DownloadHelper.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/DownloadHelper.cs
new file mode 100644
index 0000000..b26806a
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/DownloadHelper.cs
@@ -0,0 +1,247 @@
+锘縰sing System;
+using System.Collections.Generic;
+using System.ComponentModel;
+using System.Linq;
+using System.Net;
+using System.Text;
+using System.Threading.Tasks;
+using System.Windows.Input;
+using System.Security.Cryptography;
+
+namespace MauiApp1.Utils
+{
+ public enum DownloadState
+ {
+ cancelled = 0, // 鍙栨秷
+ inprogres = 1, //杩涜涓�
+ completed = 2, //瀹屾垚
+ error = 3, //閿欒
+ existed = 4,//宸插瓨鍦�
+ noexisted = 5,//宸插瓨鍦�
+
+ }
+ public delegate void DelegateDone(int progress, DownloadState downloadState,string filename, string msg = "");
+ internal class DownloadHelper : INotifyPropertyChanged
+ {
+ private DelegateDone _callback;
+ private bool _isDownloading = false;
+ private int _progress;
+ private string _fileName;
+ private object _lockobj = new object();
+ private WebClient _webClient;
+ private ICommand DownloadCommand { get; set; }
+ public bool IsDownloading
+ {
+ get => _isDownloading;
+ set
+ {
+ if (value != _isDownloading)
+ {
+ _isDownloading = value;
+ NotifyPropertyChanged("IsDownloading");
+ }
+ }
+ }
+
+ public string FileName
+ {
+ get => _fileName;
+ set
+ {
+ if (value != _fileName)
+ {
+ _fileName = value;
+ NotifyPropertyChanged("FileName");
+ }
+ }
+ }
+
+ public event PropertyChangedEventHandler? PropertyChanged;
+ protected void NotifyPropertyChanged(string property)
+ {
+ if (PropertyChanged != null)
+ {
+ PropertyChanged(this, new PropertyChangedEventArgs(property));
+ }
+ }
+
+ public DownloadHelper()
+ {
+ }
+
+
+ public DownloadHelper(DelegateDone callback)
+ {
+ _callback = callback;
+ }
+
+ public void DownloadCreate(string downloadUrl, string fileName, string rootFolderName, string subFolderName)
+ {
+ lock (_lockobj)
+ {
+ //IsDownloading = true;
+ FileName = fileName;
+ var downloadFolder = Path.Combine(SysConf.ApplicationBase, rootFolderName);
+ var modelFolder = Path.Combine(downloadFolder, subFolderName);
+ Directory.CreateDirectory(downloadFolder);
+ Directory.CreateDirectory(modelFolder);
+ string fileFullname = Path.Combine(modelFolder, fileName);
+ if (!File.Exists(fileFullname))
+ {
+ _webClient = new WebClient();
+ _webClient.Headers.Add("User-Agent", "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/116.0.0.0 Safari/537.36");
+ _webClient.DownloadFileCompleted += OnDownloadCompleted;
+ _webClient.DownloadProgressChanged += OnDownloadProgressChanged;
+ DownloadCommand = new Command(() =>
+ {
+ if (!IsDownloading)
+ {
+ IsDownloading = true;
+ _webClient.DownloadFileAsync(new Uri(downloadUrl), fileFullname);
+ }
+ });
+ }
+ else
+ {
+ DownloadCommand = null;
+ if (_callback != null)
+ {
+ _callback(100, DownloadState.existed, FileName);
+ }
+ }
+ }
+ }
+
+ public void DownloadStart()
+ {
+ if (DownloadCommand != null && DownloadCommand.CanExecute(null))
+ {
+ DownloadCommand.Execute(null);
+ }
+ }
+
+ public void DownloadCancel()
+ {
+ if (_webClient != null)
+ {
+ _webClient.CancelAsync();
+ }
+ }
+
+ public bool GetDownloadState(string[] fileNames, string rootFolderName, string subFolderName, string[] md5Strs)
+ {
+ bool state=true;
+ var downloadFolder = Path.Combine(SysConf.ApplicationBase, rootFolderName);
+ var modelFolder = Path.Combine(downloadFolder, subFolderName);
+ Directory.CreateDirectory(downloadFolder);
+ Directory.CreateDirectory(modelFolder);
+ for (int i = 0; i < fileNames.Length; i++)
+ {
+ string fileFullname = Path.Combine(modelFolder, fileNames[i]);
+ if (File.Exists(fileFullname))
+ {
+ FileInfo fileInfo = new FileInfo(fileFullname);
+ if (fileInfo.Length == 0)
+ {
+ state = state && false;
+ }
+ else
+ {
+ string md5str = GetMD5Hash(fileFullname);
+ if (!md5str.Equals(md5Strs[i]))
+ {
+ state = state && false;
+ }
+ }
+ }
+ else
+ {
+ state = state && false;
+ }
+ }
+
+ return state;
+ }
+
+ public void DownloadCheck(string fileName, string rootFolderName, string subFolderName,string md5Str)
+ {
+ var downloadFolder = Path.Combine(SysConf.ApplicationBase, rootFolderName);
+ var modelFolder = Path.Combine(downloadFolder, subFolderName);
+ Directory.CreateDirectory(downloadFolder);
+ Directory.CreateDirectory(modelFolder);
+ string fileFullname = Path.Combine(modelFolder, fileName);
+ if (File.Exists(fileFullname))
+ {
+ FileInfo fileInfo = new FileInfo(fileFullname);
+ if (fileInfo.Length == 0)
+ {
+ File.Delete(fileFullname);
+ string filename = fileInfo.Name;
+ _callback(0, DownloadState.noexisted, filename);
+ }
+ else
+ {
+ string md5str = GetMD5Hash(fileFullname);
+ if (!md5str.Equals(md5Str))
+ {
+ File.Delete(fileFullname);
+ string filename = fileInfo.Name;
+ _callback(0, DownloadState.noexisted, filename);
+ }
+ }
+ }
+ else
+ {
+ string filename = fileName;
+ _callback(0, DownloadState.noexisted, filename);
+ }
+ }
+
+
+ private void OnDownloadProgressChanged(object? sender, DownloadProgressChangedEventArgs e)
+ {
+ string filename = FileName;
+ _progress = (int)(e.BytesReceived * 100 / e.TotalBytesToReceive);
+ if (_callback != null)
+ {
+ _callback(_progress, DownloadState.inprogres, filename);
+ }
+ }
+ private void OnDownloadCompleted(object? sender, AsyncCompletedEventArgs e)
+ {
+ string filename = FileName;
+ IsDownloading = false;
+ if (_callback != null)
+ {
+ if (e.Cancelled)
+ {
+ _callback(_progress, DownloadState.cancelled, filename);
+ }
+ else if (e.Error != null)
+ {
+ _callback(_progress, DownloadState.error,filename, msg: e.Error.Message);
+ }
+ else
+ {
+ _callback(_progress, DownloadState.completed, filename);
+ }
+ }
+ }
+
+ public string GetMD5Hash(string path)
+ {
+ using (FileStream fs = new FileStream(path, FileMode.Open))
+ {
+ StringBuilder sb = new StringBuilder();
+ MD5 md5 = MD5.Create();
+ byte[] array = md5.ComputeHash(fs);
+ fs.Close();
+ for (int i = 0; i < array.Length; i++)
+ {
+ sb.Append(array[i].ToString("x2"));
+ }
+ return sb.ToString();
+ }
+ }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/SysConf.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/SysConf.cs
new file mode 100644
index 0000000..e3adfb1
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples.MauiApp/Utils/SysConf.cs
@@ -0,0 +1,20 @@
+锘縰sing System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace MauiApp1.Utils
+{
+ internal class SysConf
+ {
+#if WINDOWS
+ private static string _applicationBase = Microsoft.Maui.Storage.FileSystem.AppDataDirectory;// "/data/user/0/com.companyname.mauiapp1/files/AllModels";//"/data/data/com.companyname.mauiapp1/files/Assets";// AppDomain.CurrentDomain.BaseDirectory;//
+#else
+ private static string _applicationBase = AppDomain.CurrentDomain.BaseDirectory;
+#endif
+ public SysConf() { }
+
+ public static string ApplicationBase { get => _applicationBase; set => _applicationBase = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/AliParaformerAsr.Examples.csproj b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/AliParaformerAsr.Examples.csproj
new file mode 100644
index 0000000..7d76968
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/AliParaformerAsr.Examples.csproj
@@ -0,0 +1,49 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+ <PropertyGroup>
+ <OutputType>Exe</OutputType>
+ <TargetFramework>net6.0</TargetFramework>
+ <ImplicitUsings>enable</ImplicitUsings>
+ <Nullable>enable</Nullable>
+ </PropertyGroup>
+
+ <ItemGroup>
+ <None Remove="te21wv1n.h0a~" />
+ </ItemGroup>
+
+ <ItemGroup>
+ <PackageReference Include="NAudio" Version="2.1.0" />
+ </ItemGroup>
+
+ <ItemGroup>
+ <ProjectReference Include="..\AliParaformerAsr\AliParaformerAsr.csproj" />
+ </ItemGroup>
+
+ <ItemGroup>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\am.mvn">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\asr.yaml">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\0.wav">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\1.wav">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\2.wav">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\3.wav">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\example\4.wav">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ <None Update="speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx\tokens.txt">
+ <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+ </None>
+ </ItemGroup>
+
+</Project>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/Program.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/Program.cs
new file mode 100644
index 0000000..26b11f9
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.Examples/Program.cs
@@ -0,0 +1,66 @@
+锘縰sing AliParaformerAsr;
+using NAudio.Wave;
+internal static class Program
+{
+ [STAThread]
+ private static void Main()
+ {
+ string applicationBase = AppDomain.CurrentDomain.BaseDirectory;
+ string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
+ string modelFilePath = applicationBase + "./"+ modelName + "/model_quant.onnx";
+ string configFilePath = applicationBase + "./" + modelName + "/asr.yaml";
+ string mvnFilePath = applicationBase + "./" + modelName + "/am.mvn";
+ string tokensFilePath = applicationBase + "./" + modelName + "/tokens.txt";
+ AliParaformerAsr.OfflineRecognizer offlineRecognizer = new OfflineRecognizer(modelFilePath, configFilePath, mvnFilePath, tokensFilePath);
+ List<float[]>? samples = null;
+ TimeSpan total_duration = new TimeSpan(0L);
+ if (samples == null)
+ {
+ samples = new List<float[]>();
+ for (int i = 0; i < 5; i++)
+ {
+ string wavFilePath = string.Format(applicationBase + "./" + modelName + "/example/{0}.wav", i.ToString());
+ if (!File.Exists(wavFilePath))
+ {
+ break;
+ }
+ AudioFileReader _audioFileReader = new AudioFileReader(wavFilePath);
+ byte[] datas = new byte[_audioFileReader.Length];
+ _audioFileReader.Read(datas, 0, datas.Length);
+ TimeSpan duration = _audioFileReader.TotalTime;
+ float[] wavdata = new float[datas.Length / 4];
+ Buffer.BlockCopy(datas, 0, wavdata, 0, datas.Length);
+ float[] sample = wavdata.Select((float x) => x * 32768f).ToArray();
+ samples.Add(sample);
+ total_duration += duration;
+ }
+ }
+ TimeSpan start_time = new TimeSpan(DateTime.Now.Ticks);
+ //1.Non batch method
+ foreach (var sample in samples)
+ {
+ List<float[]> temp_samples = new List<float[]>();
+ temp_samples.Add(sample);
+ List<string> results = offlineRecognizer.GetResults(temp_samples);
+ foreach (string result in results)
+ {
+ Console.WriteLine(result);
+ Console.WriteLine("");
+ }
+ }
+ //2.batch method
+ //List<string> results_batch = offlineRecognizer.GetResults(samples);
+ //foreach (string result in results_batch)
+ //{
+ // Console.WriteLine(result);
+ // Console.WriteLine("");
+ //}
+ TimeSpan end_time = new TimeSpan(DateTime.Now.Ticks);
+ double elapsed_milliseconds = end_time.TotalMilliseconds - start_time.TotalMilliseconds;
+ double rtf = elapsed_milliseconds / total_duration.TotalMilliseconds;
+ Console.WriteLine("elapsed_milliseconds:{0}", elapsed_milliseconds.ToString());
+ Console.WriteLine("total_duration:{0}", total_duration.TotalMilliseconds.ToString());
+ Console.WriteLine("rtf:{1}", "0".ToString(), rtf.ToString());
+ Console.WriteLine("end!");
+ }
+}
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.sln b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.sln
new file mode 100644
index 0000000..10dcc58
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr.sln
@@ -0,0 +1,45 @@
+锘�
+Microsoft Visual Studio Solution File, Format Version 12.00
+# Visual Studio Version 17
+VisualStudioVersion = 17.1.32210.238
+MinimumVisualStudioVersion = 10.0.40219.1
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AliParaformerAsr.Examples", "AliParaformerAsr.Examples\AliParaformerAsr.Examples.csproj", "{0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}"
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "AliParaformerAsr", "AliParaformerAsr\AliParaformerAsr.csproj", "{763DE8F4-D05C-4317-B627-3CE1B09431A3}"
+EndProject
+Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Solution Items", "Solution Items", "{FC70D2F3-89D8-40D2-A59A-47D4960C508F}"
+ ProjectSection(SolutionItems) = preProject
+ LICENSE = LICENSE
+ README.md = README.md
+ EndProjectSection
+EndProject
+Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "MauiApp1", "AliParaformerAsr.Examples.MauiApp\MauiApp1.csproj", "{3190BB8F-83E1-42D8-B3CF-6C43BB419768}"
+EndProject
+Global
+ GlobalSection(SolutionConfigurationPlatforms) = preSolution
+ Debug|Any CPU = Debug|Any CPU
+ Release|Any CPU = Release|Any CPU
+ EndGlobalSection
+ GlobalSection(ProjectConfigurationPlatforms) = postSolution
+ {0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+ {0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Debug|Any CPU.Build.0 = Debug|Any CPU
+ {0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Release|Any CPU.ActiveCfg = Release|Any CPU
+ {0CC20DAF-D6F4-481B-AE5F-09521DAC3CA2}.Release|Any CPU.Build.0 = Release|Any CPU
+ {763DE8F4-D05C-4317-B627-3CE1B09431A3}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+ {763DE8F4-D05C-4317-B627-3CE1B09431A3}.Debug|Any CPU.Build.0 = Debug|Any CPU
+ {763DE8F4-D05C-4317-B627-3CE1B09431A3}.Release|Any CPU.ActiveCfg = Release|Any CPU
+ {763DE8F4-D05C-4317-B627-3CE1B09431A3}.Release|Any CPU.Build.0 = Release|Any CPU
+ {3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
+ {3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Debug|Any CPU.Build.0 = Debug|Any CPU
+ {3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Debug|Any CPU.Deploy.0 = Debug|Any CPU
+ {3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Release|Any CPU.ActiveCfg = Release|Any CPU
+ {3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Release|Any CPU.Build.0 = Release|Any CPU
+ {3190BB8F-83E1-42D8-B3CF-6C43BB419768}.Release|Any CPU.Deploy.0 = Release|Any CPU
+ EndGlobalSection
+ GlobalSection(SolutionProperties) = preSolution
+ HideSolutionNode = FALSE
+ EndGlobalSection
+ GlobalSection(ExtensibilityGlobals) = postSolution
+ SolutionGuid = {FADC677C-FC04-47A3-B4DE-704D30A42AF8}
+ EndGlobalSection
+EndGlobal
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/AliParaformerAsr.csproj b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/AliParaformerAsr.csproj
new file mode 100644
index 0000000..f451b13
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/AliParaformerAsr.csproj
@@ -0,0 +1,16 @@
+<Project Sdk="Microsoft.NET.Sdk">
+
+ <PropertyGroup>
+ <TargetFramework>net6.0</TargetFramework>
+ <ImplicitUsings>enable</ImplicitUsings>
+ <Nullable>enable</Nullable>
+ </PropertyGroup>
+
+ <ItemGroup>
+ <PackageReference Include="KaldiNativeFbankSharp" Version="1.0.8" />
+ <PackageReference Include="Microsoft.Extensions.Logging" Version="7.0.0" />
+ <PackageReference Include="Microsoft.ML.OnnxRuntime" Version="1.15.1" />
+ <PackageReference Include="YamlDotNet" Version="13.1.1" />
+ </ItemGroup>
+
+</Project>
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/CmvnEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/CmvnEntity.cs
new file mode 100644
index 0000000..111c63f
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/CmvnEntity.cs
@@ -0,0 +1,19 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ internal class CmvnEntity
+ {
+ private List<float> _means = new List<float>();
+ private List<float> _vars = new List<float>();
+
+ public List<float> Means { get => _means; set => _means = value; }
+ public List<float> Vars { get => _vars; set => _vars = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/DecoderConfEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/DecoderConfEntity.cs
new file mode 100644
index 0000000..d5c0057
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/DecoderConfEntity.cs
@@ -0,0 +1,36 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ public class DecoderConfEntity
+ {
+ private int _attention_heads = 4;
+ private int _linear_units = 2048;
+ private int _num_blocks = 16;
+ private float _dropout_rate = 0.1F;
+ private float _positional_dropout_rate = 0.1F;
+ private float _self_attention_dropout_rate= 0.1F;
+ private float _src_attention_dropout_rate = 0.1F;
+ private int _att_layer_num = 16;
+ private int _kernel_size = 11;
+ private int _sanm_shfit = 0;
+
+ public int attention_heads { get => _attention_heads; set => _attention_heads = value; }
+ public int linear_units { get => _linear_units; set => _linear_units = value; }
+ public int num_blocks { get => _num_blocks; set => _num_blocks = value; }
+ public float dropout_rate { get => _dropout_rate; set => _dropout_rate = value; }
+ public float positional_dropout_rate { get => _positional_dropout_rate; set => _positional_dropout_rate = value; }
+ public float self_attention_dropout_rate { get => _self_attention_dropout_rate; set => _self_attention_dropout_rate = value; }
+ public float src_attention_dropout_rate { get => _src_attention_dropout_rate; set => _src_attention_dropout_rate = value; }
+ public int att_layer_num { get => _att_layer_num; set => _att_layer_num = value; }
+ public int kernel_size { get => _kernel_size; set => _kernel_size = value; }
+ public int sanm_shfit { get => _sanm_shfit; set => _sanm_shfit = value; }
+
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/EncoderConfEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/EncoderConfEntity.cs
new file mode 100644
index 0000000..ffe505e
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/EncoderConfEntity.cs
@@ -0,0 +1,41 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ public class EncoderConfEntity
+ {
+ private int _output_size = 512;
+ private int _attention_heads = 4;
+ private int _linear_units = 2048;
+ private int _num_blocks = 50;
+ private float _dropout_rate = 0.1F;
+ private float _positional_dropout_rate = 0.1F;
+ private float _attention_dropout_rate= 0.1F;
+ private string _input_layer = "pe";
+ private string _pos_enc_class = "SinusoidalPositionEncoder";
+ private bool _normalize_before = true;
+ private int _kernel_size = 11;
+ private int _sanm_shfit = 0;
+ private string _selfattention_layer_type = "sanm";
+
+ public int output_size { get => _output_size; set => _output_size = value; }
+ public int attention_heads { get => _attention_heads; set => _attention_heads = value; }
+ public int linear_units { get => _linear_units; set => _linear_units = value; }
+ public int num_blocks { get => _num_blocks; set => _num_blocks = value; }
+ public float dropout_rate { get => _dropout_rate; set => _dropout_rate = value; }
+ public float positional_dropout_rate { get => _positional_dropout_rate; set => _positional_dropout_rate = value; }
+ public float attention_dropout_rate { get => _attention_dropout_rate; set => _attention_dropout_rate = value; }
+ public string input_layer { get => _input_layer; set => _input_layer = value; }
+ public string pos_enc_class { get => _pos_enc_class; set => _pos_enc_class = value; }
+ public bool normalize_before { get => _normalize_before; set => _normalize_before = value; }
+ public int kernel_size { get => _kernel_size; set => _kernel_size = value; }
+ public int sanm_shfit { get => _sanm_shfit; set => _sanm_shfit = value; }
+ public string selfattention_layer_type { get => _selfattention_layer_type; set => _selfattention_layer_type = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/FrontendConfEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/FrontendConfEntity.cs
new file mode 100644
index 0000000..4b0ca8e
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/FrontendConfEntity.cs
@@ -0,0 +1,31 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ public class FrontendConfEntity
+ {
+ private int _fs = 16000;
+ private string _window = "hamming";
+ private int _n_mels = 80;
+ private int _frame_length = 25;
+ private int _frame_shift = 10;
+ private float _dither = 0.0F;
+ private int _lfr_m = 7;
+ private int _lfr_n = 6;
+
+ public int fs { get => _fs; set => _fs = value; }
+ public string window { get => _window; set => _window = value; }
+ public int n_mels { get => _n_mels; set => _n_mels = value; }
+ public int frame_length { get => _frame_length; set => _frame_length = value; }
+ public int frame_shift { get => _frame_shift; set => _frame_shift = value; }
+ public float dither { get => _dither; set => _dither = value; }
+ public int lfr_m { get => _lfr_m; set => _lfr_m = value; }
+ public int lfr_n { get => _lfr_n; set => _lfr_n = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/ModelConfEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/ModelConfEntity.cs
new file mode 100644
index 0000000..15af179
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/ModelConfEntity.cs
@@ -0,0 +1,27 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ public class ModelConfEntity
+ {
+ private float _ctc_weight = 0.0F;
+ private float _lsm_weight = 0.1F;
+ private bool _length_normalized_loss = true;
+ private float _predictor_weight = 1.0F;
+ private int _predictor_bias = 1;
+ private float _sampling_ratio = 0.75F;
+
+ public float ctc_weight { get => _ctc_weight; set => _ctc_weight = value; }
+ public float lsm_weight { get => _lsm_weight; set => _lsm_weight = value; }
+ public bool length_normalized_loss { get => _length_normalized_loss; set => _length_normalized_loss = value; }
+ public float predictor_weight { get => _predictor_weight; set => _predictor_weight = value; }
+ public int predictor_bias { get => _predictor_bias; set => _predictor_bias = value; }
+ public float sampling_ratio { get => _sampling_ratio; set => _sampling_ratio = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineInputEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineInputEntity.cs
new file mode 100644
index 0000000..4cb1c3c
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineInputEntity.cs
@@ -0,0 +1,14 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+namespace AliParaformerAsr.Model
+{
+ public class OfflineInputEntity
+ {
+ private float[]? _speech;
+ private int _speech_length;
+
+ //public List<float[]>? speech { get; set; }
+ public float[]? Speech { get; set; }
+ public int SpeechLength { get; set; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineOutputEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineOutputEntity.cs
new file mode 100644
index 0000000..911dd4f
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineOutputEntity.cs
@@ -0,0 +1,18 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+namespace AliParaformerAsr.Model
+{
+ public class OfflineOutputEntity
+ {
+
+ private float[]? logits;
+ private long[]? _token_num;
+ private List<int[]>? _token_nums=new List<int[]>() { new int[4]};
+ private int[] _token_nums_length;
+
+ public float[]? Logits { get => logits; set => logits = value; }
+ public long[]? Token_num { get => _token_num; set => _token_num = value; }
+ public List<int[]>? Token_nums { get => _token_nums; set => _token_nums = value; }
+ public int[] Token_nums_length { get => _token_nums_length; set => _token_nums_length = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineYamlEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineYamlEntity.cs
new file mode 100644
index 0000000..e986aa9
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/OfflineYamlEntity.cs
@@ -0,0 +1,48 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ internal class OfflineYamlEntity
+ {
+ private int _input_size;
+ private string _frontend = "wav_frontend";
+ private FrontendConfEntity _frontend_conf = new FrontendConfEntity();
+ private string _model = "paraformer";
+ private ModelConfEntity _model_conf = new ModelConfEntity();
+ private string _preencoder = string.Empty;
+ private PostEncoderConfEntity _preencoder_conf = new PostEncoderConfEntity();
+ private string _encoder = "sanm";
+ private EncoderConfEntity _encoder_conf = new EncoderConfEntity();
+ private string _postencoder = string.Empty;
+ private PostEncoderConfEntity _postencoder_conf = new PostEncoderConfEntity();
+ private string _decoder = "paraformer_decoder_sanm";
+ private DecoderConfEntity _decoder_conf = new DecoderConfEntity();
+ private string _predictor = "cif_predictor_v2";
+ private PredictorConfEntity _predictor_conf = new PredictorConfEntity();
+ private string _version = string.Empty;
+
+
+ public int input_size { get => _input_size; set => _input_size = value; }
+ public string frontend { get => _frontend; set => _frontend = value; }
+ public FrontendConfEntity frontend_conf { get => _frontend_conf; set => _frontend_conf = value; }
+ public string model { get => _model; set => _model = value; }
+ public ModelConfEntity model_conf { get => _model_conf; set => _model_conf = value; }
+ public string preencoder { get => _preencoder; set => _preencoder = value; }
+ public PostEncoderConfEntity preencoder_conf { get => _preencoder_conf; set => _preencoder_conf = value; }
+ public string encoder { get => _encoder; set => _encoder = value; }
+ public EncoderConfEntity encoder_conf { get => _encoder_conf; set => _encoder_conf = value; }
+ public string postencoder { get => _postencoder; set => _postencoder = value; }
+ public PostEncoderConfEntity postencoder_conf { get => _postencoder_conf; set => _postencoder_conf = value; }
+ public string decoder { get => _decoder; set => _decoder = value; }
+ public DecoderConfEntity decoder_conf { get => _decoder_conf; set => _decoder_conf = value; }
+ public string predictor { get => _predictor; set => _predictor = value; }
+ public string version { get => _version; set => _version = value; }
+ public PredictorConfEntity predictor_conf { get => _predictor_conf; set => _predictor_conf = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PostEncoderConfEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PostEncoderConfEntity.cs
new file mode 100644
index 0000000..7d297ff
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PostEncoderConfEntity.cs
@@ -0,0 +1,14 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ public class PostEncoderConfEntity
+ {
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PreEncoderConfEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PreEncoderConfEntity.cs
new file mode 100644
index 0000000..e80b6d5
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PreEncoderConfEntity.cs
@@ -0,0 +1,14 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ public class PreEncoderConfEntity
+ {
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PredictorConfEntity.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PredictorConfEntity.cs
new file mode 100644
index 0000000..1f2afe0
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Model/PredictorConfEntity.cs
@@ -0,0 +1,25 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace AliParaformerAsr.Model
+{
+ public class PredictorConfEntity
+ {
+ private int _idim = 512;
+ private float _threshold = 1.0F;
+ private int _l_order = 1;
+ private int _r_order = 1;
+ private float _tail_threshold = 0.45F;
+
+ public int idim { get => _idim; set => _idim = value; }
+ public float threshold { get => _threshold; set => _threshold = value; }
+ public int l_order { get => _l_order; set => _l_order = value; }
+ public int r_order { get => _r_order; set => _r_order = value; }
+ public float tail_threshold { get => _tail_threshold; set => _tail_threshold = value; }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/OfflineRecognizer.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/OfflineRecognizer.cs
new file mode 100644
index 0000000..f1f491a
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/OfflineRecognizer.cs
@@ -0,0 +1,242 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using AliParaformerAsr.Model;
+using AliParaformerAsr.Utils;
+using Microsoft.ML.OnnxRuntime;
+using Microsoft.ML.OnnxRuntime.Tensors;
+using Microsoft.Extensions.Logging;
+using System.Text.RegularExpressions;
+
+namespace AliParaformerAsr
+{
+ /// <summary>
+ /// offline recognizer package
+ /// Copyright (c) 2023 by manyeyes
+ /// </summary>
+ public class OfflineRecognizer
+ {
+ private InferenceSession _onnxSession;
+ private readonly ILogger<OfflineRecognizer> _logger;
+ private WavFrontend _wavFrontend;
+ private string _frontend;
+ private FrontendConfEntity _frontendConfEntity;
+ private string[] _tokens;
+ private int _batchSize = 1;
+
+ public OfflineRecognizer(string modelFilePath, string configFilePath, string mvnFilePath,string tokensFilePath, int batchSize = 1,int threadsNum=1)
+ {
+ Microsoft.ML.OnnxRuntime.SessionOptions options = new Microsoft.ML.OnnxRuntime.SessionOptions();
+ //options.LogSeverityLevel = OrtLoggingLevel.ORT_LOGGING_LEVEL_INFO;
+ //options.AppendExecutionProvider_DML(0);
+ options.AppendExecutionProvider_CPU(0);
+ //options.AppendExecutionProvider_CUDA(0);
+ options.InterOpNumThreads = threadsNum;
+ _onnxSession = new InferenceSession(modelFilePath, options);
+
+ _tokens = File.ReadAllLines(tokensFilePath);
+
+ OfflineYamlEntity offlineYamlEntity = YamlHelper.ReadYaml<OfflineYamlEntity>(configFilePath);
+ _wavFrontend = new WavFrontend(mvnFilePath, offlineYamlEntity.frontend_conf);
+ _frontend = offlineYamlEntity.frontend;
+ _frontendConfEntity = offlineYamlEntity.frontend_conf;
+ _batchSize = batchSize;
+ ILoggerFactory loggerFactory = new LoggerFactory();
+ _logger = new Logger<OfflineRecognizer>(loggerFactory);
+ }
+
+ public List<string> GetResults(List<float[]> samples)
+ {
+ this._logger.LogInformation("get features begin");
+ List<OfflineInputEntity> offlineInputEntities = ExtractFeats(samples);
+ OfflineOutputEntity modelOutput = this.Forward(offlineInputEntities);
+ List<string> text_results = this.DecodeMulti(modelOutput.Token_nums);
+ return text_results;
+ }
+
+ private List<OfflineInputEntity> ExtractFeats(List<float[]> waveform_list)
+ {
+ List<float[]> in_cache = new List<float[]>();
+ List<OfflineInputEntity> offlineInputEntities = new List<OfflineInputEntity>();
+ foreach (var waveform in waveform_list)
+ {
+ float[] fbanks = _wavFrontend.GetFbank(waveform);
+ float[] features = _wavFrontend.LfrCmvn(fbanks);
+ OfflineInputEntity offlineInputEntity = new OfflineInputEntity();
+ offlineInputEntity.Speech = features;
+ offlineInputEntity.SpeechLength = features.Length;
+ offlineInputEntities.Add(offlineInputEntity);
+ }
+ return offlineInputEntities;
+ }
+
+ private OfflineOutputEntity Forward(List<OfflineInputEntity> modelInputs)
+ {
+ int BatchSize = modelInputs.Count;
+ float[] padSequence = PadSequence(modelInputs);
+ var inputMeta = _onnxSession.InputMetadata;
+ var container = new List<NamedOnnxValue>();
+ foreach (var name in inputMeta.Keys)
+ {
+ if (name == "speech")
+ {
+ int[] dim = new int[] { BatchSize, padSequence.Length / 560 / BatchSize, 560 };//inputMeta["speech"].Dimensions[2]
+ var tensor = new DenseTensor<float>(padSequence, dim, false);
+ container.Add(NamedOnnxValue.CreateFromTensor<float>(name, tensor));
+ }
+ if (name == "speech_lengths")
+ {
+ int[] dim = new int[] { BatchSize };
+ int[] speech_lengths = new int[BatchSize];
+ for (int i = 0; i < BatchSize; i++)
+ {
+ speech_lengths[i] = padSequence.Length / 560 / BatchSize;
+ }
+ var tensor = new DenseTensor<int>(speech_lengths, dim, false);
+ container.Add(NamedOnnxValue.CreateFromTensor<int>(name, tensor));
+ }
+ }
+
+
+ IReadOnlyCollection<string> outputNames = new List<string>();
+ outputNames.Append("logits");
+ outputNames.Append("token_num");
+ IDisposableReadOnlyCollection<DisposableNamedOnnxValue> results = null;
+ try
+ {
+ results = _onnxSession.Run(container);
+ }
+ catch (Exception ex)
+ {
+ //
+ }
+ OfflineOutputEntity modelOutput = new OfflineOutputEntity();
+ if (results != null)
+ {
+ var resultsArray = results.ToArray();
+ modelOutput.Logits = resultsArray[0].AsEnumerable<float>().ToArray();
+ modelOutput.Token_nums_length = resultsArray[1].AsEnumerable<int>().ToArray();
+
+ Tensor<float> logits_tensor = resultsArray[0].AsTensor<float>();
+ Tensor<Int64> token_nums_tensor = resultsArray[1].AsTensor<Int64>();
+
+ List<int[]> token_nums = new List<int[]> { };
+
+ for (int i = 0; i < logits_tensor.Dimensions[0]; i++)
+ {
+ int[] item = new int[logits_tensor.Dimensions[1]];
+ for (int j = 0; j < logits_tensor.Dimensions[1]; j++)
+ {
+ int token_num = 0;
+ for (int k = 1; k < logits_tensor.Dimensions[2]; k++)
+ {
+ token_num = logits_tensor[i, j, token_num] > logits_tensor[i, j, k] ? token_num : k;
+ }
+ item[j] = (int)token_num;
+ }
+ token_nums.Add(item);
+ }
+ modelOutput.Token_nums = token_nums;
+ }
+ return modelOutput;
+ }
+
+ private List<string> DecodeMulti(List<int[]> token_nums)
+ {
+ List<string> text_results = new List<string>();
+#pragma warning disable CS8602 // 瑙ｅ紩鐢ㄥ彲鑳藉嚭鐜扮┖寮曠敤銆�
+ foreach (int[] token_num in token_nums)
+ {
+ string text_result = "";
+ foreach (int token in token_num)
+ {
+ if (token == 2)
+ {
+ break;
+ }
+ if (_tokens[token] != "</s>" && _tokens[token] != "<s>" && _tokens[token] != "<blank>")
+ {
+ if (IsChinese(_tokens[token],true))
+ {
+ text_result += _tokens[token];
+ }
+ else
+ {
+ text_result += "鈻�" + _tokens[token]+ "鈻�";
+ }
+ }
+ }
+ text_results.Add(text_result.Replace("@@鈻佲杹", "").Replace("鈻佲杹", " ").Replace("鈻�", ""));
+ }
+#pragma warning restore CS8602 // 瑙ｅ紩鐢ㄥ彲鑳藉嚭鐜扮┖寮曠敤銆�
+
+ return text_results;
+ }
+
+ /// <summary>
+ /// Verify if the string is in Chinese.
+ /// </summary>
+ /// <param name="checkedStr">The string to be verified.</param>
+ /// <param name="allMatch">Is it an exact match. When the value is true,all are in Chinese;
+ /// When the value is false, only Chinese is included.
+ /// </param>
+ /// <returns></returns>
+ private bool IsChinese(string checkedStr, bool allMatch)
+ {
+ string pattern;
+ if (allMatch)
+ pattern = @"^[\u4e00-\u9fa5]+$";
+ else
+ pattern = @"[\u4e00-\u9fa5]";
+ if (Regex.IsMatch(checkedStr, pattern))
+ return true;
+ else
+ return false;
+ }
+
+ private float[] PadSequence(List<OfflineInputEntity> modelInputs)
+ {
+ int max_speech_length = modelInputs.Max(x => x.SpeechLength);
+ int speech_length = max_speech_length * modelInputs.Count;
+ float[] speech = new float[speech_length];
+ float[,] xxx = new float[modelInputs.Count, max_speech_length];
+ for (int i = 0; i < modelInputs.Count; i++)
+ {
+ if (max_speech_length == modelInputs[i].SpeechLength)
+ {
+ for (int j = 0; j < xxx.GetLength(1); j++)
+ {
+#pragma warning disable CS8602 // 瑙ｅ紩鐢ㄥ彲鑳藉嚭鐜扮┖寮曠敤銆�
+ xxx[i, j] = modelInputs[i].Speech[j];
+#pragma warning restore CS8602 // 瑙ｅ紩鐢ㄥ彲鑳藉嚭鐜扮┖寮曠敤銆�
+ }
+ continue;
+ }
+ float[] nullspeech = new float[max_speech_length - modelInputs[i].SpeechLength];
+ float[]? curr_speech = modelInputs[i].Speech;
+ float[] padspeech = new float[max_speech_length];
+ padspeech = _wavFrontend.ApplyCmvn(padspeech);
+ Array.Copy(curr_speech, 0, padspeech, 0, curr_speech.Length);
+ for (int j = 0; j < padspeech.Length; j++)
+ {
+#pragma warning disable CS8602 // 瑙ｅ紩鐢ㄥ彲鑳藉嚭鐜扮┖寮曠敤銆�
+ xxx[i, j] = padspeech[j];
+#pragma warning restore CS8602 // 瑙ｅ紩鐢ㄥ彲鑳藉嚭鐜扮┖寮曠敤銆�
+ }
+
+ }
+ int s = 0;
+ for (int i = 0; i < xxx.GetLength(0); i++)
+ {
+ for (int j = 0; j < xxx.GetLength(1); j++)
+ {
+ speech[s] = xxx[i, j];
+ s++;
+ }
+ }
+ return speech;
+ }
+ }
+}
\ No newline at end of file
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Utils/YamlHelper.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Utils/YamlHelper.cs
new file mode 100644
index 0000000..15c13e3
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/Utils/YamlHelper.cs
@@ -0,0 +1,34 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using System.Text.Json;
+using YamlDotNet.Serialization;
+
+namespace AliParaformerAsr.Utils
+{
+ /// <summary>
+ /// YamlHelper
+ /// Copyright (c) 2023 by manyeyes
+ /// </summary>
+ internal class YamlHelper
+ {
+ public static T ReadYaml<T>(string yamlFilePath)
+ {
+ if (!File.Exists(yamlFilePath))
+ {
+#pragma warning disable CS8603 // 鍙兘杩斿洖 null 寮曠敤銆�
+ return default(T);
+#pragma warning restore CS8603 // 鍙兘杩斿洖 null 寮曠敤銆�
+ }
+ StreamReader yamlReader = File.OpenText(yamlFilePath);
+ Deserializer yamlDeserializer = new Deserializer();
+ T info = yamlDeserializer.Deserialize<T>(yamlReader);
+ yamlReader.Close();
+ return info;
+ }
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/WavFrontend.cs b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/WavFrontend.cs
new file mode 100644
index 0000000..5c1bec3
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/AliParaformerAsr/WavFrontend.cs
@@ -0,0 +1,168 @@
+锘�// See https://github.com/manyeyes for more information
+// Copyright (c) 2023 by manyeyes
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+using AliParaformerAsr.Model;
+using KaldiNativeFbankSharp;
+using System.Runtime.InteropServices;
+
+namespace AliParaformerAsr
+{
+ /// <summary>
+ /// WavFrontend
+ /// Copyright (c) 2023 by manyeyes
+ /// </summary>
+ internal class WavFrontend
+ {
+ private string _mvnFilePath;
+ private FrontendConfEntity _frontendConfEntity;
+ OnlineFbank _onlineFbank;
+ private CmvnEntity _cmvnEntity;
+ private static int _fbank_beg_idx = 0;
+
+ public WavFrontend(string mvnFilePath, FrontendConfEntity frontendConfEntity)
+ {
+ _mvnFilePath = mvnFilePath;
+ _frontendConfEntity = frontendConfEntity;
+ _fbank_beg_idx = 0;
+ _onlineFbank = new OnlineFbank(
+ dither: _frontendConfEntity.dither,
+ snip_edges: false,
+ sample_rate: _frontendConfEntity.fs,
+ num_bins: _frontendConfEntity.n_mels
+ );
+ _cmvnEntity = LoadCmvn(mvnFilePath);
+ }
+
+ public float[] GetFbank(float[] samples)
+ {
+ float sample_rate = _frontendConfEntity.fs;
+ float[] fbanks = _onlineFbank.GetFbank(samples);
+ return fbanks;
+ }
+
+
+ public float[] LfrCmvn(float[] fbanks)
+ {
+ float[] features = fbanks;
+ if (_frontendConfEntity.lfr_m != 1 || _frontendConfEntity.lfr_n != 1)
+ {
+ features = ApplyLfr(fbanks, _frontendConfEntity.lfr_m, _frontendConfEntity.lfr_n);
+ }
+ if (_cmvnEntity != null)
+ {
+ features = ApplyCmvn(features);
+ }
+ return features;
+ }
+
+ public float[] ApplyCmvn(float[] inputs)
+ {
+ var arr_neg_mean = _cmvnEntity.Means;
+ float[] neg_mean = arr_neg_mean.Select(x => (float)Convert.ToDouble(x)).ToArray();
+ var arr_inv_stddev = _cmvnEntity.Vars;
+ float[] inv_stddev = arr_inv_stddev.Select(x => (float)Convert.ToDouble(x)).ToArray();
+
+ int dim = neg_mean.Length;
+ int num_frames = inputs.Length / dim;
+
+ for (int i = 0; i < num_frames; i++)
+ {
+ for (int k = 0; k != dim; ++k)
+ {
+ inputs[dim * i + k] = (inputs[dim * i + k] + neg_mean[k]) * inv_stddev[k];
+ }
+ }
+ return inputs;
+ }
+
+ public float[] ApplyLfr(float[] inputs, int lfr_m, int lfr_n)
+ {
+ int t = inputs.Length / 80;
+ int t_lfr = (int)Math.Floor((double)(t / lfr_n));
+ float[] input_0 = new float[80];
+ Array.Copy(inputs, 0, input_0, 0, 80);
+ int tile_x = (lfr_m - 1) / 2;
+ t = t + tile_x;
+ float[] inputs_temp = new float[t * 80];
+ for (int i = 0; i < tile_x; i++)
+ {
+ Array.Copy(input_0, 0, inputs_temp, tile_x * 80, 80);
+ }
+ Array.Copy(inputs, 0, inputs_temp, tile_x * 80, inputs.Length);
+ inputs = inputs_temp;
+
+ float[] LFR_outputs = new float[t_lfr * lfr_m * 80];
+ for (int i = 0; i < t_lfr; i++)
+ {
+ if (lfr_m <= t - i * lfr_n)
+ {
+ Array.Copy(inputs, i * lfr_n * 80, LFR_outputs, i * lfr_m * 80, lfr_m * 80);
+ }
+ else
+ {
+ // process last LFR frame
+ int num_padding = lfr_m - (t - i * lfr_n);
+ float[] frame = new float[lfr_m * 80];
+ Array.Copy(inputs, i * lfr_n * 80, frame, 0, (t - i * lfr_n) * 80);
+
+ for (int j = 0; j < num_padding; j++)
+ {
+ Array.Copy(inputs, (t - 1) * 80, frame, (lfr_m - num_padding + j) * 80, 80);
+ }
+ Array.Copy(frame, 0, LFR_outputs, i * lfr_m * 80, frame.Length);
+ }
+ }
+ return LFR_outputs;
+ }
+ private CmvnEntity LoadCmvn(string mvnFilePath)
+ {
+ List<float> means_list = new List<float>();
+ List<float> vars_list = new List<float>();
+ FileStreamOptions options = new FileStreamOptions();
+ options.Access = FileAccess.Read;
+ options.Mode = FileMode.Open;
+ StreamReader srtReader = new StreamReader(mvnFilePath, options);
+ int i = 0;
+ while (!srtReader.EndOfStream)
+ {
+ string? strLine = srtReader.ReadLine();
+ if (!string.IsNullOrEmpty(strLine))
+ {
+ if (strLine.StartsWith("<AddShift>"))
+ {
+ i = 1;
+ continue;
+ }
+ if (strLine.StartsWith("<Rescale>"))
+ {
+ i = 2;
+ continue;
+ }
+ if (strLine.StartsWith("<LearnRateCoef>") && i == 1)
+ {
+ string[] add_shift_line = strLine.Substring(strLine.IndexOf("[") + 1, strLine.LastIndexOf("]") - strLine.IndexOf("[") - 1).Split(" ");
+ means_list = add_shift_line.Where(x => !string.IsNullOrEmpty(x)).Select(x => float.Parse(x.Trim())).ToList();
+ //i++;
+ continue;
+ }
+ if (strLine.StartsWith("<LearnRateCoef>") && i == 2)
+ {
+ string[] rescale_line = strLine.Substring(strLine.IndexOf("[") + 1, strLine.LastIndexOf("]") - strLine.IndexOf("[") - 1).Split(" ");
+ vars_list = rescale_line.Where(x => !string.IsNullOrEmpty(x)).Select(x => float.Parse(x.Trim())).ToList();
+ //i++;
+ continue;
+ }
+ }
+ }
+ CmvnEntity cmvnEntity = new CmvnEntity();
+ cmvnEntity.Means = means_list;
+ cmvnEntity.Vars = vars_list;
+ return cmvnEntity;
+ }
+
+ }
+}
diff --git a/funasr/runtime/csharp/AliParaformerAsr/README.md b/funasr/runtime/csharp/AliParaformerAsr/README.md
new file mode 100644
index 0000000..887180d
--- /dev/null
+++ b/funasr/runtime/csharp/AliParaformerAsr/README.md
@@ -0,0 +1,81 @@
+# AliParaformerAsr
+##### 绠�浠嬶細
+椤圭洰涓娇鐢ㄧ殑Asr妯″瀷鏄樋閲屽反宸磋揪鎽╅櫌鎻愪緵鐨凱araformer-large ASR妯″瀷銆�
+**椤圭洰鍩轰簬Net 6.0锛屼娇鐢–#缂栧啓锛岃皟鐢∕icrosoft.ML.OnnxRuntime瀵筼nnx妯″瀷杩涜瑙ｇ爜锛屾敮鎸佽法骞冲彴缂栬瘧銆傞」鐩互搴撶殑褰㈠紡杩涜璋冪敤锛岄儴缃查潪甯告柟渚裤��**
+ASR鏁翠綋娴佺▼鐨剅tf鍦�0.03宸﹀彸銆�
+
+##### 鐢ㄩ�旓細
+Paraformer鏄揪鎽╅櫌璇煶鍥㈤槦鎻愬嚭鐨勪竴绉嶉珮鏁堢殑闈炶嚜鍥炲綊绔埌绔闊宠瘑鍒鏋躲�傛湰椤圭洰涓篜araformer涓枃閫氱敤璇煶璇嗗埆妯″瀷锛岄噰鐢ㄥ伐涓氱骇鏁颁竾灏忔椂鐨勬爣娉ㄩ煶棰戣繘琛屾ā鍨嬭缁冿紝淇濊瘉浜嗘ā鍨嬬殑閫氱敤璇嗗埆鏁堟灉銆傛ā鍨嬪彲浠ヨ搴旂敤浜庤闊宠緭鍏ユ硶銆佽闊冲鑸�佹櫤鑳戒細璁邯瑕佺瓑鍦烘櫙銆�
+
+##### Paraformer妯″瀷缁撴瀯锛�
+
+
+Paraformer妯″瀷缁撴瀯濡備笂鍥炬墍绀猴紝鐢� Encoder銆丳redictor銆丼ampler銆丏ecoder 涓� Loss function 浜旈儴鍒嗙粍鎴愩�侲ncoder鍙互閲囩敤涓嶅悓鐨勭綉缁滅粨鏋勶紝渚嬪self-attention锛宑onformer锛孲AN-M绛夈�侾redictor 涓轰袱灞侳FN锛岄娴嬬洰鏍囨枃瀛椾釜鏁颁互鍙婃娊鍙栫洰鏍囨枃瀛楀搴旂殑澹板鍚戦噺銆係ampler 涓烘棤鍙涔犲弬鏁版ā鍧楋紝渚濇嵁杈撳叆鐨勫０瀛﹀悜閲忓拰鐩爣鍚戦噺锛岀敓浜у惈鏈夎涔夌殑鐗瑰緛鍚戦噺銆侱ecoder 缁撴瀯涓庤嚜鍥炲綊妯″瀷绫讳技锛屼负鍙屽悜寤烘ā锛堣嚜鍥炲綊涓哄崟鍚戝缓妯★級銆侺oss function 閮ㄥ垎锛岄櫎浜嗕氦鍙夌喌锛圕E锛変笌 MWER 鍖哄垎鎬т紭鍖栫洰鏍囷紝杩樺寘鎷簡 Predictor 浼樺寲鐩爣 MAE銆�
+
+鍏舵牳蹇冪偣涓昏鏈夛細
+
+Predictor 妯″潡锛氬熀浜� Continuous integrate-and-fire (CIF) 鐨� 棰勬祴鍣� (Predictor) 鏉ユ娊鍙栫洰鏍囨枃瀛楀搴旂殑澹板鐗瑰緛鍚戦噺锛屽彲浠ユ洿鍔犲噯纭殑棰勬祴璇煶涓洰鏍囨枃瀛椾釜鏁般��
+Sampler锛氶�氳繃閲囨牱锛屽皢澹板鐗瑰緛鍚戦噺涓庣洰鏍囨枃瀛楀悜閲忓彉鎹㈡垚鍚湁璇箟淇℃伅鐨勭壒寰佸悜閲忥紝閰嶅悎鍙屽悜鐨� Decoder 鏉ュ寮烘ā鍨嬪浜庝笂涓嬫枃鐨勫缓妯¤兘鍔涖��
+鍩轰簬璐熸牱鏈噰鏍风殑 MWER 璁粌鍑嗗垯銆�
+鏇磋缁嗙殑缁嗚妭瑙侊細
+
+璁烘枃锛� [Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition](https://arxiv.org/abs/2206.08317 "Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition")
+
+璁烘枃瑙ｈ锛歔Paraformer: 楂樿瘑鍒巼銆侀珮璁＄畻鏁堢巼鐨勫崟杞潪鑷洖褰掔鍒扮璇煶璇嗗埆妯″瀷](https://mp.weixin.qq.com/s/xQ87isj5_wxWiQs4qUXtVw "Paraformer: 楂樿瘑鍒巼銆侀珮璁＄畻鏁堢巼鐨勫崟杞潪鑷洖褰掔鍒扮璇煶璇嗗埆妯″瀷")
+
+##### ASR甯哥敤鍙傛暟锛堝弬鑰冿細asr.yaml鏂囦欢锛夛細
+鐢ㄤ簬瑙ｇ爜鐨刟sr.yaml閰嶇疆鍙傛暟锛屽彇鑷畼鏂规ā鍨嬮厤缃甤onfig.yaml鍘熸枃浠躲�備究浜庤窡杩涘拰鍗囩骇銆�
+
+## paraformer-large offline onnx妯″瀷涓嬭浇
+https://huggingface.co/manyeyes/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx
+
+## 绂荤嚎锛堥潪娴佸紡锛夋ā鍨嬭皟鐢ㄦ柟娉曪細
+
+###### 1.娣诲姞椤圭洰寮曠敤
+using AliParaformerAsr;
+
+###### 2.妯″瀷鍒濆鍖栧拰閰嶇疆
+```csharp
+string applicationBase = AppDomain.CurrentDomain.BaseDirectory;
+string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx";
+string modelFilePath = applicationBase + "./"+ modelName + "/model_quant.onnx";
+string configFilePath = applicationBase + "./" + modelName + "/asr.yaml";
+string mvnFilePath = applicationBase + "./" + modelName + "/am.mvn";
+string tokensFilePath = applicationBase + "./" + modelName + "/tokens.txt";
+AliParaformerAsr.OfflineRecognizer offlineRecognizer = new OfflineRecognizer(modelFilePath, configFilePath, mvnFilePath, tokensFilePath);
+```
+###### 3.璋冪敤
+```csharp
+List<float[]> samples = new List<float[]>();
+//杩欓噷鐪佺暐wav鏂囦欢杞瑂amples...
+//鍏蜂綋鍙傝�冪ず渚嬶紙AliParaformerAsr.Examples锛変唬鐮�
+List<string> results_batch = offlineRecognizer.GetResults(samples);
+```
+###### 4.杈撳嚭缁撴灉锛�
+```
+娆㈣繋澶у鏉ヤ綋楠岃揪鎽╅櫌鎺ㄥ嚭鐨勮闊宠瘑鍒ā鍨�
+
+姝ｆ槸鍥犱负瀛樺湪缁濆姝ｄ箟鎵�浠ユ垜浠帴鍙楃幇瀹炵殑鐩稿姝ｄ箟浣嗘槸涓嶈鍥犱负鐜板疄鐨勭浉瀵规涔夋垜浠氨璁や负杩欎釜涓栫晫娌℃湁姝ｄ箟鍥犱负濡傛灉褰撲綘璁や负杩欎釜涓栫晫娌℃湁姝ｄ箟
+
+闈炲父鐨勬柟渚夸絾鏄幇鍦ㄤ笉鍚屽晩鑻卞浗鑴辨娆х洘鍐呴儴瀹屽杽鐨勪骇涓氶摼鐨勭孩鍒╀汉
+
+he must be home now for the light is on浠栦竴瀹氬湪瀹跺洜涓虹伅浜潃灏辨槸鏈変竴绉嶆帹鐞嗘垨鑰呰В閲婄殑閭ｇ鎰熻
+
+after early nightfall the yellow lamps would light up here in there the squalid quarter of the broffles
+
+elapsed_milliseconds:1502.8828125
+total_duration:40525.6875
+rtf:0.037084696280599808
+end!
+```
+*
+澶勭悊闀块煶棰戯紝鎺ㄨ崘缁撳悎AliFsmnVad涓�璧蜂娇鐢細https://github.com/manyeyes/AliFsmnVad
+*
+
+鍏朵粬璇存槑锛�
+娴嬭瘯鐢ㄤ緥锛欰liParaformerAsr.Examples銆�
+娴嬭瘯鐜锛歸indows11銆�
+娴嬭瘯鐢ㄤ緥涓璼amples鐨勮绠�,浣跨敤鐨勬槸NAudio搴撱��
+
+閫氳繃浠ヤ笅閾炬帴浜嗚В鏇村锛�
+https://www.modelscope.cn/models/damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch/summary
--
Gitblit v1.9.1