| | |
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| | | ## using paraformer with grpc |
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| | | |
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| | | # Service with grpc-python |
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| | | We can send streaming audio data to server in real-time with grpc client every 10 ms e.g., and get transcribed text when stop speaking. |
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| | | The audio data is in streaming, the asr inference process is in offline. |
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| | | |
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| | | ## For the Server |
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| | | |
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| | | ### Prepare server environment |
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| | | Install the modelscope and funasr |
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| | | |
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| | | Step 1) Generate protobuf file for grpc |
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| | | ```shell |
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| | | pip install -U modelscope funasr |
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| | | # For the users in China, you could install with the command: |
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| | | # pip install -U modelscope funasr -i https://mirror.sjtu.edu.cn/pypi/web/simple |
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| | | git clone https://github.com/alibaba/FunASR.git && cd FunASR |
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| | | ``` |
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| | | |
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| | | Install the requirements |
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| | | |
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| | | ```shell |
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| | | cd funasr/runtime/python/grpc |
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| | | pip install -r requirements_server.txt |
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| | | ``` |
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| | | |
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| | | |
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| | | ### Generate protobuf file |
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| | | Run on server, the two generated pb files are both used for server and client |
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| | | |
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| | | ```shell |
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| | | # paraformer_pb2.py and paraformer_pb2_grpc.py are already generated, |
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| | | # regenerate it only when you make changes to ./proto/paraformer.proto file. |
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| | | python -m grpc_tools.protoc --proto_path=./proto -I ./proto --python_out=. --grpc_python_out=./ ./proto/paraformer.proto |
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| | | ``` |
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| | | |
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| | | Step 2) start grpc server |
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| | | ### Start grpc server |
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| | | |
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| | | ``` |
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| | | # Start server. |
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| | | python grpc_main_server.py --port 10095 --backend pipeline |
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| | | ``` |
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| | | |
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| | | |
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| | | Step 3) start grpc client |
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| | | ## For the client |
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| | | |
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| | | ### Install the requirements |
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| | | |
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| | | ```shell |
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| | | git clone https://github.com/alibaba/FunASR.git && cd FunASR |
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| | | cd funasr/runtime/python/grpc |
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| | | pip install -r requirements_client.txt |
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| | | ``` |
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| | | |
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| | | ### Generate protobuf file |
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| | | Run on server, the two generated pb files are both used for server and client |
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| | | |
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| | | ```shell |
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| | | # paraformer_pb2.py and paraformer_pb2_grpc.py are already generated, |
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| | | # regenerate it only when you make changes to ./proto/paraformer.proto file. |
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| | | python -m grpc_tools.protoc --proto_path=./proto -I ./proto --python_out=. --grpc_python_out=./ ./proto/paraformer.proto |
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| | | ``` |
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| | | |
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| | | ### Start grpc client |
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| | | ``` |
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| | | # Start client. |
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| | | python grpc_main_client_mic.py --host 127.0.0.1 --port 10095 |
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| | | ``` |
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| | | |
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| | | |
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| | | ## Workflow in desgin |
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| | | |
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| | | <div align="left"><img src="proto/workflow.png" width="400"/> |
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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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