| | |
| | | import grpc |
| | | from concurrent import futures |
| | | import argparse |
| | | |
| | | import paraformer_pb2_grpc |
| | | from grpc_server import ASRServicer |
| | | import grpc |
| | | import argparse |
| | | |
| | | def serve(args): |
| | | server = grpc.server(futures.ThreadPoolExecutor(max_workers=10), |
| | | # interceptors=(AuthInterceptor('Bearer mysecrettoken'),) |
| | | ) |
| | | paraformer_pb2_grpc.add_ASRServicer_to_server(ASRServicer(args.user_allowed, args.model, args.sample_rate), server) |
| | | paraformer_pb2_grpc.add_ASRServicer_to_server( |
| | | ASRServicer(args.user_allowed, args.model, args.sample_rate, args.backend, args.onnx_dir, vad_model=args.vad_model, punc_model=args.punc_model), server) |
| | | port = "[::]:" + str(args.port) |
| | | server.add_insecure_port(port) |
| | | server.start() |
| | |
| | | parser.add_argument("--port", |
| | | type=int, |
| | | default=10095, |
| | | required=True, |
| | | help="grpc server port") |
| | | |
| | | parser.add_argument("--user_allowed", |
| | |
| | | type=str, |
| | | default="damo/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch", |
| | | help="model from modelscope") |
| | | |
| | | parser.add_argument("--vad_model", |
| | | type=str, |
| | | default="damo/speech_fsmn_vad_zh-cn-16k-common-pytorch", |
| | | help="model from modelscope") |
| | | |
| | | parser.add_argument("--punc_model", |
| | | type=str, |
| | | default="", |
| | | help="model from modelscope") |
| | | |
| | | parser.add_argument("--sample_rate", |
| | | type=int, |
| | | default=16000, |
| | | help="audio sample_rate from client") |
| | | help="audio sample_rate from client") |
| | | |
| | | parser.add_argument("--backend", |
| | | type=str, |
| | | default="pipeline", |
| | | choices=("pipeline", "onnxruntime"), |
| | | help="backend, optional modelscope pipeline or onnxruntime") |
| | | |
| | | parser.add_argument("--onnx_dir", |
| | | type=str, |
| | | default="/nfs/models/speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch", |
| | | help="onnx model dir") |
| | | |
| | | |
| | | |
| | | |