From 2868fe3df4e92a6ae3e327faf6e57ea492e04124 Mon Sep 17 00:00:00 2001 From: 志浩 <neo.dzh@alibaba-inc.com> Date: 星期四, 16 三月 2023 19:24:21 +0800 Subject: [PATCH] Merge branch 'main' into dev_dzh --- funasr/runtime/onnxruntime/readme.md | 114 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 files changed, 114 insertions(+), 0 deletions(-) diff --git a/funasr/runtime/onnxruntime/readme.md b/funasr/runtime/onnxruntime/readme.md new file mode 100644 index 0000000..fa2f276 --- /dev/null +++ b/funasr/runtime/onnxruntime/readme.md @@ -0,0 +1,114 @@ + + + +## 蹇�熶娇鐢� + +### Windows + + 瀹夎Vs2022 鎵撳紑cpp_onnx鐩綍涓嬬殑cmake宸ョ▼锛岀洿鎺� build鍗冲彲銆� 鏈粨搴撳凡缁忓噯澶囧ソ鎵�鏈夌浉鍏充緷璧栧簱銆� + + Windows涓嬪凡缁忛缃甪ftw3鍙妎nnxruntime搴� + + +### Linux +See the bottom of this page: Building Guidance + + +### 杩愯绋嬪簭 + +tester /path/to/models/dir /path/to/wave/file + + 渚嬪锛� tester /data/models /data/test.wav + +/data/models 闇�瑕佸寘鎷涓嬩袱涓枃浠讹細 model.onnx 鍜寁ocab.txt + + +## 鏀寔骞冲彴 +- Windows +- Linux/Unix + +## 渚濊禆 +- fftw3 +- openblas +- onnxruntime + +## 瀵煎嚭onnx鏍煎紡妯″瀷鏂囦欢 +瀹夎 modelscope涓嶧unASR锛屼緷璧栵細torch锛宼orchaudio锛屽畨瑁呰繃绋媅璇︾粏鍙傝�冩枃妗(https://github.com/alibaba-damo-academy/FunASR/wiki) +```shell +pip install "modelscope[audio_asr]" -f https://modelscope.oss-cn-beijing.aliyuncs.com/releases/repo.html +git clone https://github.com/alibaba/FunASR.git && cd FunASR +pip install --editable ./ +``` +瀵煎嚭onnx妯″瀷锛孾璇﹁](https://github.com/alibaba-damo-academy/FunASR/tree/main/funasr/export)锛屽弬鑰冪ず渚嬶紝浠巑odelscope涓ā鍨嬪鍑猴細 + +``` +python -m funasr.export.export_model 'damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch' "./export" true +``` + +## Building Guidance for Linux/Unix + +``` +git clone https://github.com/alibaba-damo-academy/FunASR.git && cd funasr/runtime/onnxruntime +mkdir build +cd build +# download an appropriate onnxruntime from https://github.com/microsoft/onnxruntime/releases/tag/v1.14.0 +# here we get a copy of onnxruntime for linux 64 +wget https://github.com/microsoft/onnxruntime/releases/download/v1.14.0/onnxruntime-linux-x64-1.14.0.tgz +tar -zxvf onnxruntime-linux-x64-1.14.0.tgz +# ls +# onnxruntime-linux-x64-1.14.0 onnxruntime-linux-x64-1.14.0.tgz + +#install fftw3-dev +ubuntu: apt install libfftw3-dev +centos: yum install fftw fftw-devel + +#install openblas +bash ./third_party/install_openblas.sh + +# build + cmake -DCMAKE_BUILD_TYPE=release .. -DONNXRUNTIME_DIR=/mnt/c/Users/ma139/RapidASR/cpp_onnx/build/onnxruntime-linux-x64-1.14.0 + make + + # then in the subfolder tester of current direcotry, you will see a program, tester + +```` + +### The structure of a qualified onnxruntime package. +``` +onnxruntime_xxx +鈹溾攢鈹�鈹�include +鈹斺攢鈹�鈹�lib +``` + +## 绾跨▼鏁颁笌鎬ц兘鍏崇郴 + +娴嬭瘯鐜Rocky Linux 8锛屼粎娴嬭瘯cpp鐗堟湰缁撴灉锛堟湭娴媝ython鐗堟湰锛夛紝@acely + +绠�杩帮細 +鍦�3鍙伴厤缃笉鍚岀殑鏈哄櫒涓婂垎鍒紪璇戝苟娴嬭瘯锛屽湪fftw鍜宱nnxruntime鐗堟湰閮界浉鍚岀殑鍓嶆彁涓嬶紝璇嗗埆鍚屼竴涓�30鍒嗛挓鐨勯煶棰戞枃浠讹紝鍒嗗埆娴嬭瘯涓嶅悓onnx绾跨▼鏁伴噺鐨勮〃鐜般�� + + + +## 娉ㄦ剰 +鏈▼搴忓彧鏀寔 閲囨牱鐜�16000hz, 浣嶆繁16bit鐨� **鍗曞0閬�** 闊抽銆� + + +## Acknowledge +1. We acknowledge [mayong](https://github.com/RapidAI/RapidASR/tree/main/cpp_onnx) for contributing the onnxruntime(cpp api). +2. We borrowed a lot of code from [FastASR](https://github.com/chenkui164/FastASR) for audio frontend and text-postprocess. -- Gitblit v1.9.1