sensevoice sherpa-onnx部署
github下载
sherpa-onnx
文档说明
文档链接
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-onnxcurl -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.bz2python ./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 modelwget https://github.com/k2-fsa/sherpa-onnx/releases/download/asr-models/silero_vad.onnxpython ./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 modelpython ./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-onnxpython ./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
conda-pack 0.7.1
conda-package-handling 2.3.0
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
cssselect 1.2.0
cycler 0.11.0
cytoolz 0.12.2
dask 2024.8.2
dask-expr 1.1.13
datashader 0.16.3
debugpy 1.6.7
decorator 5.1.1
defusedxml 0.7.1
diff-match-patch 20200713
dill 0.3.8
distributed 2024.8.2
distro 1.9.0
docstring-to-markdown 0.11
docutils 0.18.1
et-xmlfile 1.1.0
executing 0.8.3
fastjsonschema 2.16.2
filelock 3.13.1
flake8 7.0.0
Flask 3.0.3
fonttools 4.51.0
frozendict 2.4.2
frozenlist 1.4.0
fsspec 2024.6.1
gensim 4.3.3
gitdb 4.0.7
GitPython 3.1.43
greenlet 3.0.1
h11 0.14.0
h5py 3.11.0
HeapDict 1.0.1
holoviews 1.19.1
httpcore 1.0.2
httpx 0.27.0
hvplot 0.11.0
hyperlink 21.0.0
idna 3.7
imagecodecs 2023.1.23
imageio 2.33.1
imagesize 1.4.1
imbalanced-learn 0.12.3
importlib-metadata 7.0.1
incremental 22.10.0
inflection 0.5.1
iniconfig 1.1.1
intake 2.0.7
intervaltree 3.1.0
ipykernel 6.28.0
ipython 8.27.0
ipython-genutils 0.2.0
ipywidgets 7.8.1
isort 5.13.2
itemadapter 0.3.0
itemloaders 1.1.0
itsdangerous 2.2.0
jaraco.classes 3.2.1
jedi 0.19.1
jeepney 0.7.1
jellyfish 1.0.1
Jinja2 3.1.4
jmespath 1.0.1
joblib 1.4.2
json5 0.9.6
jsonpatch 1.33
jsonpointer 2.1
jsonschema 4.23.0
jsonschema-specifications 2023.7.1
jupyter 1.0.0
jupyter_client 8.6.0
jupyter-console 6.6.3
jupyter_core 5.7.2
jupyter-events 0.10.0
jupyter-lsp 2.2.0
jupyter_server 2.14.1
jupyter_server_terminals 0.4.4
jupyterlab 4.2.5
jupyterlab-pygments 0.1.2
jupyterlab_server 2.27.3
jupyterlab-widgets 1.0.0
keyring 24.3.1
kiwisolver 1.4.4
lazy_loader 0.4
lazy-object-proxy 1.10.0
lckr_jupyterlab_variableinspector 3.1.0
libarchive-c 5.1
libmambapy 1.5.8
linkify-it-py 2.0.0
llvmlite 0.43.0
lmdb 1.4.1
locket 1.0.0
lxml 5.2.1
lz4 4.3.2
Markdown 3.4.1
markdown-it-py 2.2.0
MarkupSafe 2.1.3
matplotlib 3.9.2
matplotlib-inline 0.1.6
mccabe 0.7.0
mdit-py-plugins 0.3.0
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
multidict 6.0.4
multipledispatch 0.6.0
mypy 1.11.2
mypy-extensions 1.0.0
navigator-updater 0.5.1
nbclient 0.8.0
nbconvert 7.16.4
nbformat 5.10.4
nest-asyncio 1.6.0
networkx 3.3
nltk 3.9.1
notebook 7.2.2
notebook_shim 0.2.3
numba 0.60.0
numexpr 2.8.7
numpy 1.26.4
numpydoc 1.7.0
openpyxl 3.1.5
overrides 7.4.0
packaging 24.1
pandas 2.2.2
pandocfilters 1.5.0
panel 1.5.2
param 2.1.1
parsel 1.8.1
parso 0.8.3
partd 1.4.1
pathspec 0.10.3
patsy 0.5.6
pexpect 4.8.0
pickleshare 0.7.5
pillow 10.4.0
pip 24.2
pkce 1.0.3
pkginfo 1.10.0
platformdirs 3.10.0
plotly 5.24.1
pluggy 1.0.0
ply 3.11
prometheus-client 0.14.1
prompt-toolkit 3.0.43
Protego 0.1.16
protobuf 4.25.3
psutil 5.9.0
ptyprocess 0.7.0
pure-eval 0.2.2
py-cpuinfo 9.0.0
pyarrow 16.1.0
pyasn1 0.4.8
pyasn1-modules 0.2.8
pycodestyle 2.11.1
pycosat 0.6.6
pycparser 2.21
pyct 0.5.0
pycurl 7.45.3
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
pyflakes 3.2.0
Pygments 2.15.1
PyJWT 2.8.0
pylint 2.16.2
pylint-venv 3.0.3
pyls-spyder 0.4.0
pyodbc 5.1.0
pyOpenSSL 24.2.1
pyparsing 3.1.2
PyQt5 5.15.10
PyQt5-sip 12.13.0
PyQtWebEngine 5.15.6
PySocks 1.7.1
pytest 7.4.4
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
sphinxcontrib-serializinghtml 1.1.10
spyder 5.5.1
spyder-kernels 2.5.0
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
textdistance 4.2.1
threadpoolctl 3.5.0
three-merge 0.1.1
tifffile 2023.4.12
tinycss2 1.2.1
tldextract 5.1.2
toml 0.10.2
tomli 2.0.1
tomlkit 0.11.1
toolz 0.12.0
tornado 6.4.1
tqdm 4.66.5
traitlets 5.14.3
truststore 0.8.0
Twisted 23.10.0
typing_extensions 4.11.0
tzdata 2023.3
uc-micro-py 1.0.1
ujson 5.10.0
unicodedata2 15.1.0
Unidecode 1.3.8
urllib3 2.2.3
w3lib 1.21.0
watchdog 4.0.1
wcwidth 0.2.5
webencodings 0.5.1
websocket-client 1.8.0
websockets 10.4
Werkzeug 3.0.3
whatthepatch 1.0.2
wheel 0.44.0
widgetsnbextension 3.6.6
wrapt 1.14.1
wurlitzer 3.0.2
xarray 2023.6.0
xyzservices 2022.9.0
yapf 0.40.2
yarl 1.11.0
zict 3.0.0
zipp 3.17.0
zope.interface 5.4.0
zstandard 0.23.0