sudo docker pull \
registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.12

mkdir -p ./funasr-runtime-resources/models

sudo docker run -p 10096:10095 -it --privileged=true \
-v $PWD/funasr-runtime-resources/models:/workspace/models \
registry.cn-hangzhou.aliyuncs.com/funasr_repo/funasr:funasr-runtime-sdk-online-cpu-0.1.12

cd FunASR/runtime

nohup bash run_server.sh \
--certfile 0 \
--download-model-dir /workspace/models \
--vad-dir damo/speech_fsmn_vad_zh-cn-16k-common-onnx \
--model-dir damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx \
--punc-dir damo/punc_ct-transformer_cn-en-common-vocab471067-large-onnx \
--lm-dir damo/speech_ngram_lm_zh-cn-ai-wesp-fst \
--itn-dir thuduj12/fst_itn_zh \
--hotword /workspace/models/hotwords.txt > log.txt 2>&1 &

如果您想关闭ssl,增加参数:--certfile 0

如果您想使用SenseVoiceSmall模型、时间戳、nn热词模型进行部署,请设置--model-dir为对应模型:

iic/SenseVoiceSmall-onnx

damo/speech_paraformer-large-vad-punc_asr_nat-zh-cn-16k-common-vocab8404-onnx(时间戳)

damo/speech_paraformer-large-contextual_asr_nat-zh-cn-16k-common-vocab8404-onnx(nn热词)

如果您想在服务端加载热词,请在宿主机文件./funasr-runtime-resources/models/hotwords.txt配置热词(docker映射地址为/workspace/models/hotwords.txt):

每行一个热词,格式(热词 权重):阿里巴巴 20(注:热词理论上无限制,但为了兼顾性能和效果,建议热词长度不超过10,个数不超过1k,权重1~100)

SenseVoiceSmall-onnx识别结果中“<|zh|><|NEUTRAL|><|Speech|> ”分别为对应的语种、情感、事件信息

标签: asr

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