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游雁

2023-11-19 094af1dfb4116187641ed61956fa1c5a3bf79f92

docs

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	runtime/docs/SDK_advanced_guide_offline.md	7 ●●●●● 补丁 \| 查看 \| 原始文档 \| blame \| 历史
	runtime/docs/SDK_advanced_guide_offline_zh.md	2 ●●●●● 补丁 \| 查看 \| 原始文档 \| blame \| 历史
	runtime/docs/SDK_advanced_guide_online.md	4 ●●●●● 补丁 \| 查看 \| 原始文档 \| blame \| 历史
	runtime/docs/SDK_advanced_guide_online_zh.md	1 ●●●●● 补丁 \| 查看 \| 原始文档 \| blame \| 历史

 runtime/docs/SDK_advanced_guide_offline.md

@@ -1,6 +1,9 @@
 # Advanced Development Guide (File transcription service)
 
FunASR provides a Chinese offline file transcription service that can be deployed locally or on a cloud server with just one click. The core of the service is the FunASR runtime SDK, which has been open-sourced. FunASR-runtime combines various capabilities such as speech endpoint detection (VAD), large-scale speech recognition (ASR) using Paraformer-large, and punctuation detection (PUNC), which have all been open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. This enables accurate and efficient high-concurrency transcription of audio files.

([简体中文](SDK_advanced_guide_offline_zh.md)|English)

[//]: # (FunASR provides a Chinese offline file transcription service that can be deployed locally or on a cloud server with just one click. The core of the service is the FunASR runtime SDK, which has been open-sourced. FunASR-runtime combines various capabilities such as speech endpoint detection &#40;VAD&#41;, large-scale speech recognition &#40;ASR&#41; using Paraformer-large, and punctuation detection &#40;PUNC&#41;, which have all been open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. This enables accurate and efficient high-concurrency transcription of audio files.)
FunASR Offline File Transcription Software Package provides a powerful speech-to-text offline file transcription service. With a complete speech recognition pipeline, it combines models for speech endpoint detection, speech recognition, punctuation, etc., allowing for the transcription of long audio and video files, spanning several hours, into punctuated text. It supports simultaneous transcription of hundreds of concurrent requests. The output is text with punctuation, including word-level timestamps, and it supports ITN (Initial Time Normalization) and user-defined hotwords. The server-side integration includes ffmpeg, enabling support for various audio and video formats as input. The software package provides client libraries in multiple programming languages such as HTML, Python, C++, Java, and C#, allowing users to use and further develop the software.

This document serves as a development guide for the FunASR offline file transcription service. If you wish to quickly experience the offline file transcription service, please refer to the one-click deployment example for the FunASR offline file transcription service ([docs](./SDK_tutorial.md)).


 runtime/docs/SDK_advanced_guide_offline_zh.md

@@ -1,5 +1,7 @@
# FunASR离线文件转写服务开发指南

(简体中文|[English](SDK_advanced_guide_offline.md))

FunASR离线文件转写软件包，提供了一款功能强大的语音离线文件转写服务。拥有完整的语音识别链路，结合了语音端点检测、语音识别、标点等模型，可以将几十个小时的长音频与视频识别成带标点的文字，而且支持上百路请求同时进行转写。输出为带标点的文字，含有字级别时间戳，支持ITN与用户自定义热词等。服务端集成有ffmpeg，支持各种音视频格式输入。软件包提供有html、python、c++、java与c#等多种编程语言客户端，用户可以直接使用与进一步开发。

本文档为FunASR离线文件转写服务开发指南。如果您想快速体验离线文件转写服务，可参考[快速上手](#快速上手)。

 runtime/docs/SDK_advanced_guide_online.md

@@ -1,6 +1,8 @@
# Real-time Speech Transcription Service Development Guide
([简体中文](SDK_advanced_guide_online_zh.md)|English)

FunASR provides a real-time speech transcription service that can be easily deployed on local or cloud servers, with the FunASR runtime-SDK as the core. It integrates the speech endpoint detection (VAD), Paraformer-large non-streaming speech recognition (ASR), Paraformer-large streaming speech recognition (ASR), punctuation (PUNC), and other related capabilities open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. The software package can perform real-time speech-to-text transcription, and can also accurately transcribe text at the end of sentences for high-precision output. The output text contains punctuation and supports high-concurrency multi-channel requests.
[//]: # (FunASR provides a real-time speech transcription service that can be easily deployed on local or cloud servers, with the FunASR runtime-SDK as the core. It integrates the speech endpoint detection &#40;VAD&#41;, Paraformer-large non-streaming speech recognition &#40;ASR&#41;, Paraformer-large streaming speech recognition &#40;ASR&#41;, punctuation &#40;PUNC&#41;, and other related capabilities open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. The software package can perform real-time speech-to-text transcription, and can also accurately transcribe text at the end of sentences for high-precision output. The output text contains punctuation and supports high-concurrency multi-channel requests.)
FunASR Real-time Speech Recognition Software Package integrates real-time versions of speech endpoint detection model, speech recognition model, punctuation prediction model, and so on. By using multiple models collaboratively, it can perform real-time speech-to-text conversion, as well as high-precision transcription correction at the end of a sentence, with punctuation included in the output text. It supports multiple concurrent requests. Depending on the user's scenarios, it supports three service modes: real-time speech recognition service (online), non-real-time single-sentence transcription (offline), and real-time and non-real-time integrated collaboration (2pass). The software package provides client libraries in various programming languages such as HTML, Python, C++, Java, and C#, allowing users to use and further develop the software.

<img src="images/online_structure.png"  width="900"/>


 runtime/docs/SDK_advanced_guide_online_zh.md

@@ -1,4 +1,5 @@
# FunASR实时语音听写服务开发指南
(简体中文|[English](SDK_advanced_guide_online.md))

[//]: # (FunASR提供可便捷本地或者云端服务器部署的实时语音听写服务，内核为FunASR已开源runtime-SDK。)
[//]: # (集成了达摩院语音实验室在Modelscope社区开源的语音端点检测&#40;VAD&#41;、Paraformer-large非流式语音识别&#40;ASR&#41;、Paraformer-large流式语音识别&#40;ASR&#41;、标点&#40;PUNC&#41; 等相关能力。软件包既可以实时地进行语音转文字，而且能够在说话句尾用高精度的转写文字修正输出，输出文字带有标点，支持高并发多路请求)

			@@ -1,6 +1,9 @@
			# Advanced Development Guide (File transcription service)

			FunASR provides a Chinese offline file transcription service that can be deployed locally or on a cloud server with just one click. The core of the service is the FunASR runtime SDK, which has been open-sourced. FunASR-runtime combines various capabilities such as speech endpoint detection (VAD), large-scale speech recognition (ASR) using Paraformer-large, and punctuation detection (PUNC), which have all been open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. This enables accurate and efficient high-concurrency transcription of audio files.

			([简体中文](SDK_advanced_guide_offline_zh.md)\|English)

			[//]: # (FunASR provides a Chinese offline file transcription service that can be deployed locally or on a cloud server with just one click. The core of the service is the FunASR runtime SDK, which has been open-sourced. FunASR-runtime combines various capabilities such as speech endpoint detection (VAD), large-scale speech recognition (ASR) using Paraformer-large, and punctuation detection (PUNC), which have all been open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. This enables accurate and efficient high-concurrency transcription of audio files.)
			FunASR Offline File Transcription Software Package provides a powerful speech-to-text offline file transcription service. With a complete speech recognition pipeline, it combines models for speech endpoint detection, speech recognition, punctuation, etc., allowing for the transcription of long audio and video files, spanning several hours, into punctuated text. It supports simultaneous transcription of hundreds of concurrent requests. The output is text with punctuation, including word-level timestamps, and it supports ITN (Initial Time Normalization) and user-defined hotwords. The server-side integration includes ffmpeg, enabling support for various audio and video formats as input. The software package provides client libraries in multiple programming languages such as HTML, Python, C++, Java, and C#, allowing users to use and further develop the software.

			This document serves as a development guide for the FunASR offline file transcription service. If you wish to quickly experience the offline file transcription service, please refer to the one-click deployment example for the FunASR offline file transcription service ([docs](./SDK_tutorial.md)).

			@@ -1,5 +1,7 @@
			# FunASR离线文件转写服务开发指南

			(简体中文\|[English](SDK_advanced_guide_offline.md))

			FunASR离线文件转写软件包，提供了一款功能强大的语音离线文件转写服务。拥有完整的语音识别链路，结合了语音端点检测、语音识别、标点等模型，可以将几十个小时的长音频与视频识别成带标点的文字，而且支持上百路请求同时进行转写。输出为带标点的文字，含有字级别时间戳，支持ITN与用户自定义热词等。服务端集成有ffmpeg，支持各种音视频格式输入。软件包提供有html、python、c++、java与c#等多种编程语言客户端，用户可以直接使用与进一步开发。

			本文档为FunASR离线文件转写服务开发指南。如果您想快速体验离线文件转写服务，可参考[快速上手](#快速上手)。

			@@ -1,6 +1,8 @@
			# Real-time Speech Transcription Service Development Guide
			([简体中文](SDK_advanced_guide_online_zh.md)\|English)

			FunASR provides a real-time speech transcription service that can be easily deployed on local or cloud servers, with the FunASR runtime-SDK as the core. It integrates the speech endpoint detection (VAD), Paraformer-large non-streaming speech recognition (ASR), Paraformer-large streaming speech recognition (ASR), punctuation (PUNC), and other related capabilities open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. The software package can perform real-time speech-to-text transcription, and can also accurately transcribe text at the end of sentences for high-precision output. The output text contains punctuation and supports high-concurrency multi-channel requests.
			[//]: # (FunASR provides a real-time speech transcription service that can be easily deployed on local or cloud servers, with the FunASR runtime-SDK as the core. It integrates the speech endpoint detection (VAD), Paraformer-large non-streaming speech recognition (ASR), Paraformer-large streaming speech recognition (ASR), punctuation (PUNC), and other related capabilities open-sourced by the speech laboratory of DAMO Academy on the Modelscope community. The software package can perform real-time speech-to-text transcription, and can also accurately transcribe text at the end of sentences for high-precision output. The output text contains punctuation and supports high-concurrency multi-channel requests.)
			FunASR Real-time Speech Recognition Software Package integrates real-time versions of speech endpoint detection model, speech recognition model, punctuation prediction model, and so on. By using multiple models collaboratively, it can perform real-time speech-to-text conversion, as well as high-precision transcription correction at the end of a sentence, with punctuation included in the output text. It supports multiple concurrent requests. Depending on the user's scenarios, it supports three service modes: real-time speech recognition service (online), non-real-time single-sentence transcription (offline), and real-time and non-real-time integrated collaboration (2pass). The software package provides client libraries in various programming languages such as HTML, Python, C++, Java, and C#, allowing users to use and further develop the software.

			<img src="images/online_structure.png" width="900"/>

			@@ -1,4 +1,5 @@
			# FunASR实时语音听写服务开发指南
			(简体中文\|[English](SDK_advanced_guide_online.md))

			[//]: # (FunASR提供可便捷本地或者云端服务器部署的实时语音听写服务，内核为FunASR已开源runtime-SDK。)
			[//]: # (集成了达摩院语音实验室在Modelscope社区开源的语音端点检测(VAD)、Paraformer-large非流式语音识别(ASR)、Paraformer-large流式语音识别(ASR)、标点(PUNC) 等相关能力。软件包既可以实时地进行语音转文字，而且能够在说话句尾用高精度的转写文字修正输出，输出文字带有标点，支持高并发多路请求)