From 95cf2646fa6dae67bf53354f4ed5e81780d8fee9 Mon Sep 17 00:00:00 2001
From: zhifu gao <zhifu.gzf@alibaba-inc.com>
Date: 星期一, 11 三月 2024 14:43:08 +0800
Subject: [PATCH] onnx (#1460)
---
runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py | 19 +++++++++----------
1 files changed, 9 insertions(+), 10 deletions(-)
diff --git a/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py b/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py
index b39e2f5..7da5afc 100644
--- a/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py
+++ b/runtime/python/onnxruntime/funasr_onnx/paraformer_online_bin.py
@@ -3,7 +3,7 @@
import os.path
from pathlib import Path
from typing import List, Union, Tuple
-
+import json
import copy
import librosa
import numpy as np
@@ -48,25 +48,24 @@
if not os.path.exists(encoder_model_file) or not os.path.exists(decoder_model_file):
print(".onnx is not exist, begin to export onnx")
try:
- from funasr.export.export_model import ModelExport
+ from funasr import AutoModel
except:
raise "You are exporting onnx, please install funasr and try it again. To install funasr, you could:\n" \
"\npip3 install -U funasr\n" \
"For the users in China, you could install with the command:\n" \
"\npip3 install -U funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple"
- export_model = ModelExport(
- cache_dir=cache_dir,
- onnx=True,
- device="cpu",
- quant=quantize,
- )
- export_model.export(model_dir)
+
+ model = AutoModel(model=cache_dir)
+ model_dir = model.export(type="onnx", quantize=quantize, device="cpu")
config_file = os.path.join(model_dir, 'config.yaml')
cmvn_file = os.path.join(model_dir, 'am.mvn')
config = read_yaml(config_file)
+ token_list = os.path.join(model_dir, 'tokens.json')
+ with open(token_list, 'r', encoding='utf-8') as f:
+ token_list = json.load(f)
- self.converter = TokenIDConverter(config['token_list'])
+ self.converter = TokenIDConverter(token_list)
self.tokenizer = CharTokenizer()
self.frontend = WavFrontendOnline(
cmvn_file=cmvn_file,
--
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