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| | | ## paraformer grpc onnx server |
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| | | ## paraformer grpc onnx server in c++ |
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| | | |
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| | | #### build ../onnxruntime as it's document |
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| | | #### Step 1. Build ../onnxruntime as it's document |
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| | | ``` |
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| | | #put onnx lib and model into /data/asrmodel |
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| | | #put onnx-lib & onnx-asr-model into /path/to/asrmodel(eg: /data/asrmodel) |
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| | | ls /data/asrmodel/ |
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| | | onnxruntime-linux-x64-1.14.0 speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch |
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| | | |
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| | | #make sure you have config.yaml, am.mvn, model.onnx(or model_quant.onnx) under speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch |
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| | | |
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| | | ``` |
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| | | |
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| | | #### compile and install grpc v1.52.0 in case of grpc bugs |
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| | | #### Step 2. Compile and install grpc v1.52.0 in case of grpc bugs |
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| | | ``` |
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| | | export GRPC_INSTALL_DIR=/data/soft/grpc |
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| | | export PKG_CONFIG_PATH=$GRPC_INSTALL_DIR/lib/pkgconfig |
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| | | -DCMAKE_INSTALL_PREFIX=$GRPC_INSTALL_DIR \ |
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| | | ../.. |
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| | | make |
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| | | make install |
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| | | popd |
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| | | |
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| | | echo "export GRPC_INSTALL_DIR=/data/soft/grpc" >> ~/.bashrc |
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| | | source ~/.bashrc |
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| | | ``` |
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| | | |
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| | | #### compile grpc onnx paraformer server |
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| | | #### Step 3. Compile and start grpc onnx paraformer server |
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| | | ``` |
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| | | #depends on ../onnxruntime |
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| | | #file vocab.txt : UTF-8 Unicode text |
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| | | # set -DONNXRUNTIME_DIR=/path/to/asrmodel/onnxruntime-linux-x64-1.14.0 |
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| | | ./rebuild.sh |
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| | | ``` |
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| | | |
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| | | #### Step 4. Start grpc paraformer server |
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| | | ``` |
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| | | Usage: ./cmake/build/paraformer_server port thread_num /path/to/model_file quantize(true or false) |
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| | | ./cmake/build/paraformer_server 10108 4 /data/asrmodel/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch false |
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| | | ``` |
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| | | #### start grpc python paraformer client on PC with MIC |
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| | | #### Step 5. Start grpc python paraformer client on PC with MIC |
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| | | ``` |
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| | | cd ../python/grpc |
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| | | python grpc_main_client_mic.py --host $server_ip --port 10108 |
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| | | ``` |
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| | | |
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| | | ## Acknowledge |
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| | | 1. This project is maintained by [FunASR community](https://github.com/alibaba-damo-academy/FunASR). |
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| | | 2. We acknowledge [DeepScience](https://www.deepscience.cn) for contributing the grpc service. |
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