sensevoice sherpa-onnx部署
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github下载
文档说明
Python API for SenseVoice部署为例
安装sherpa-onnx
pip install sherpa-onnx运行脚本
cd /tmp
git clone https://github.com/k2-fsa/sherpa-onnx.git/
cd sherpa-onnx
curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2
tar xvf sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2
rm sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17.tar.bz2
python ./python-api-examples/offline-sense-voice-ctc-decode-files.py输出
./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/test_wavs/zh.wav
{"text": "开放时间早上9点至下午5点。", "timestamps": [0.72, 0.96, 1.26, 1.44, 1.92, 2.10, 2.58, 2.82, 3.30, 3.90, 4.20, 4.56, 4.74, 5.46], "tokens":["开", "放", "时", "间", "早", "上", "9", "点", "至", "下", "午", "5", "点", "。"], "words": []}
麦克风语音识别
cd /tmp/sherpa-onnx
# Assuem you have downloaded the SenseVoice model
wget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnx
python ./python-api-examples/vad-with-non-streaming-asr.py \
--silero-vad-model=./silero_vad.onnx \
--sense-voice=./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/model.int8.onnx \
--tokens=./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/tokens.txt \
--num-threads=2开启服务端
cd /tmp/sherpa-onnx
# Assuem you have downloaded the SenseVoice model
python ./python-api-examples/non_streaming_server.py \
--sense-voice=./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/model.int8.onnx \
--tokens=./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/tokens.txt
客户端
cd /tmp/sherpa-onnx
python ./python-api-examples/offline-websocket-client-decode-files-sequential.py ./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/test_wavs/zh.wav ./sherpa-onnx-sense-voice-zh-en-ja-ko-yue-2024-07-17/test_wavs/en.wav环境配置 python 3.12
aiobotocore 2.12.3
aiohappyeyeballs 2.4.0
aiohttp 3.10.5
aioitertools 0.7.1
aiosignal 1.2.0
alabaster 0.7.16
altair 5.0.1
anaconda-anon-usage 0.4.4
anaconda-catalogs 0.2.0
anaconda-client 1.12.3
anaconda-cloud-auth 0.5.1
anaconda-navigator 2.6.3
anaconda-project 0.11.1
annotated-types 0.6.0
anyio 4.2.0
appdirs 1.4.4
archspec 0.2.3
argon2-cffi 21.3.0
argon2-cffi-bindings 21.2.0
arrow 1.2.3
astroid 2.14.2
astropy 6.1.3
astropy-iers-data 0.2024.9.2.0.33.23
asttokens 2.0.5
async-lru 2.0.4
atomicwrites 1.4.0
attrs 23.1.0
Automat 20.2.0
autopep8 2.0.4
Babel 2.11.0
bcrypt 3.2.0
beautifulsoup4 4.12.3
binaryornot 0.4.4
black 24.8.0
bleach 4.1.0
blinker 1.6.2
bokeh 3.6.0
boltons 23.0.0
botocore 1.34.69
Bottleneck 1.3.7
Brotli 1.0.9
cachetools 5.3.3
certifi 2025.4.26
cffi 1.17.1
chardet 4.0.0
charset-normalizer 3.3.2
click 8.1.7
cloudpickle 3.0.0
colorama 0.4.6
colorcet 3.1.0
comm 0.2.1
conda 24.11.3
conda-build 24.9.0
conda-content-trust 0.2.0
conda_index 0.5.0
conda-libmamba-solver 24.9.0
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conda_package_streaming 0.10.0
conda-repo-cli 1.0.114
conda-token 0.5.0+1.g2209e04
constantly 23.10.4
contourpy 1.2.0
cookiecutter 2.6.0
cryptography 43.0.0
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cycler 0.11.0
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dask 2024.8.2
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debugpy 1.6.7
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defusedxml 0.7.1
diff-match-patch 20200713
dill 0.3.8
distributed 2024.8.2
distro 1.9.0
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executing 0.8.3
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fsspec 2024.6.1
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idna 3.7
imagecodecs 2023.1.23
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jedi 0.19.1
jeepney 0.7.1
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jmespath 1.0.1
joblib 1.4.2
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jsonpatch 1.33
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jsonschema 4.23.0
jsonschema-specifications 2023.7.1
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libarchive-c 5.1
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locket 1.0.0
lxml 5.2.1
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Markdown 3.4.1
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MarkupSafe 2.1.3
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mdurl 0.1.0
menuinst 2.1.2
mistune 2.0.4
mkl_fft 1.3.10
mkl_random 1.2.7
mkl-service 2.4.0
more-itertools 10.3.0
mpmath 1.3.0
msgpack 1.0.3
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mypy 1.11.2
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nest-asyncio 1.6.0
networkx 3.3
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pickleshare 0.7.5
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pip 24.2
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plotly 5.24.1
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ply 3.11
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Protego 0.1.16
protobuf 4.25.3
psutil 5.9.0
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py-cpuinfo 9.0.0
pyarrow 16.1.0
pyasn1 0.4.8
pyasn1-modules 0.2.8
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pyct 0.5.0
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pydantic 2.8.2
pydantic_core 2.20.1
pydeck 0.8.0
PyDispatcher 2.0.5
pydocstyle 6.3.0
pyerfa 2.0.1.4
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Pygments 2.15.1
PyJWT 2.8.0
pylint 2.16.2
pylint-venv 3.0.3
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PyQt5 5.15.10
PyQt5-sip 12.13.0
PyQtWebEngine 5.15.6
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python-dateutil 2.9.0.post0
python-dotenv 0.21.0
python-json-logger 2.0.7
python-lsp-black 2.0.0
python-lsp-jsonrpc 1.1.2
python-lsp-server 1.10.0
python-slugify 5.0.2
pytoolconfig 1.2.6
pytz 2024.1
pyviz_comms 3.0.2
PyWavelets 1.7.0
pyxdg 0.27
PyYAML 6.0.1
pyzmq 25.1.2
QDarkStyle 3.2.3
qstylizer 0.2.2
QtAwesome 1.3.1
qtconsole 5.5.1
QtPy 2.4.1
queuelib 1.6.2
referencing 0.30.2
regex 2024.9.11
requests 2.32.3
requests-file 1.5.1
requests-toolbelt 1.0.0
rfc3339-validator 0.1.4
rfc3986-validator 0.1.1
rich 13.7.1
rope 1.12.0
rpds-py 0.10.6
Rtree 1.0.1
ruamel.yaml 0.18.6
ruamel.yaml.clib 0.2.8
ruamel-yaml-conda 0.17.21
s3fs 2024.6.1
scikit-image 0.24.0
scikit-learn 1.5.1
scipy 1.13.1
Scrapy 2.11.1
seaborn 0.13.2
SecretStorage 3.3.1
semver 3.0.2
Send2Trash 1.8.2
service-identity 18.1.0
setuptools 75.1.0
sherpa-onnx 1.12.0
sip 6.7.12
six 1.16.0
smart-open 5.2.1
smmap 4.0.0
sniffio 1.3.0
snowballstemmer 2.2.0
sortedcontainers 2.4.0
sounddevice 0.5.2
soundfile 0.13.1
soupsieve 2.5
Sphinx 7.3.7
sphinxcontrib-applehelp 1.0.2
sphinxcontrib-devhelp 1.0.2
sphinxcontrib-htmlhelp 2.0.0
sphinxcontrib-jsmath 1.0.1
sphinxcontrib-qthelp 1.0.3
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spyder 5.5.1
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SQLAlchemy 2.0.34
stack-data 0.2.0
statsmodels 0.14.2
streamlit 1.37.1
sympy 1.13.2
tables 3.10.1
tabulate 0.9.0
tblib 1.7.0
tenacity 8.2.3
terminado 0.17.1
text-unidecode 1.3
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threadpoolctl 3.5.0
three-merge 0.1.1
tifffile 2023.4.12
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toolz 0.12.0
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xarray 2023.6.0
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yarl 1.11.0
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