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FunASR hotword 是否支持设置热词权重 #2497

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FunASR hotword 是否支持设置热词权重#2497
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@pictureyong
pictureyong
opened on Apr 27, 2025

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  • OS (e.g., Linux):
  • FunASR Version (e.g., 1.0.0):
  • ModelScope Version (e.g., 1.11.0):
  • PyTorch Version (e.g., 2.0.0):
  • How you installed funasr (pip, source):
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Activity

  1. pictureyong
    added
    questionFurther information is requested
    on Apr 27, 2025

  2. StargazerWayne commented on Apr 27, 2025

    @StargazerWayne
    StargazerWayne
    on Apr 27, 2025

    支持的，具体用法可以参考文档。

  3. raomx commented on May 14, 2025

    @raomx
    raomx
    on May 14, 2025

    参考文档哪儿有？没找到，不好意思，能贴一下链接吗？

  4. Chun-J1 commented on May 14, 2025

    @Chun-J1
    Chun-J1
    on May 14, 2025

    参考文档哪儿有？没找到，不好意思，能贴一下链接吗？

    我也没看到哪有

  5. StargazerWayne commented on May 14, 2025

    @StargazerWayne
    StargazerWayne
    on May 14, 2025

    Image
    quick start

  6. pictureyong commented on May 15, 2025

    @pictureyong
    pictureyong
    on May 15, 2025
    Author

    FunASR runtime 版本支持，但是 python FunASR包使用 offline版本asr 没找到怎么支持

  7. Chun-J1 commented on May 15, 2025

    @Chun-J1
    Chun-J1
    on May 15, 2025

    FunASR runtime 版本支持，但是 python FunASR包使用 offline版本asr 没找到怎么支持

    我也想问这个，热词相关的文档那么不齐全吗？应该是个热门的功能吧

  8. Chun-J1 commented on May 15, 2025

    @Chun-J1
    Chun-J1
    on May 15, 2025

    并且文档里的例子是这样的
    model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc", # spk_model="cam++", ) res = model.generate(input=f"{model.model_path}/example/asr_example.wav", batch_size_s=300, hotword='魔搭')

    但实际上"paraformer-zh"模型无法使用热词功能

  9. Proletariat-wh commented on May 15, 2025

    @Proletariat-wh
    Proletariat-wh
    on May 15, 2025

    使用funasr_wss_server.py启动的服务端，好像热词不生效。

  10. Proletariat-wh commented on May 15, 2025

    @Proletariat-wh
    Proletariat-wh
    on May 15, 2025

    最新版的镜像启动还有报错；

    Image

  11. raomx commented on May 15, 2025

    @raomx
    raomx
    on May 15, 2025 via email

  12. raomx commented on May 15, 2025

    @raomx
    raomx
    on May 15, 2025

    model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc", # spk_model="cam++", ) res = model.generate(input=f"{model.model_path}/example/asr_example.wav", batch_size_s=300, hotword='热词1 热词2 热词3 热词4')

    这样可以

  13. StargazerWayne commented on May 15, 2025

    @StargazerWayne
    StargazerWayne
    on May 15, 2025

    在这个issue里就有提及了

    FunASR runtime 版本支持，但是 python FunASR包使用 offline版本asr 没找到怎么支持

  14. gengpeip commented on Jun 27, 2025

    @gengpeip
    gengpeip
    on Jun 27, 2025

    并且文档里的例子是这样的 model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc", # spk_model="cam++", ) res = model.generate(input=f"{model.model_path}/example/asr_example.wav", batch_size_s=300, hotword='魔搭')

    但实际上"paraformer-zh"模型无法使用热词功能

    您好，请问这个问题解决了吗？我测试也发现热词没起作用

  15. suxuanning commented on Jul 8, 2025

    @suxuanning
    suxuanning
    on Jul 8, 2025

    并且文档里的例子是这样的model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc", # spk_model="cam++", ) res = model.generate(input=f"{model.model_path}/example/asr_example.wav", batch_size_s=300, hotword='魔搭')
    但实际上“paraformer-zh”模型无法使用热词功能

    您好，请问这个问题解决了吗？我测试也发现热词没起作用

    能用，词与词之间用空格隔起来

  16. ferlljimiygkererfww commented on Sep 26, 2025

    @ferlljimiygkererfww
    ferlljimiygkererfww
    on Sep 26, 2025

    按照官方的代码，这个 python 版本，模型使用 paraformer-zh，针对热词，配置“单个的”，配置“空格隔起来”。对音频的结果也输出了。但是热词确实没有起到效果。请问该怎么办呢？

  17. 892902296 commented on Sep 30, 2025

    @892902296
    892902296
    on Sep 30, 2025

    并且文档里的例子是这样的model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc", # spk_model="cam++", ) res = model.generate(input=f"{model.model_path}/example/asr_example.wav", batch_size_s=300, hotword='魔搭')
    但实际上“paraformer-zh”模型无法使用热词功能

    您好，请问这个问题解决了吗？我测试也发现热词没起作用

    能用，词与词之间用空格隔起来

    我测试还是没有效果，配置：
    funasr 1.2.7
    模型：speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch

  18. huangqinpeng commented on Nov 18, 2025

    @huangqinpeng
    huangqinpeng
    on Nov 18, 2025

    看这个文件 site-packages/funasr/models/seaco_paraformer/model.py
    _seaco_decode_with_ASF方法中seaco_weight融合权重默认是1.0
    调用时没有传参，修改同文件中调用该方法的代码为
    seaco_weight = kwargs.get("seaco_weight", 1.0)
    decoder_out = self._seaco_decode_with_ASF(
    encoder_out,
    encoder_out_lens,
    pre_acoustic_embeds,
    pre_token_length,
    hw_list=self.hotword_list,
    seaco_weight=seaco_weight
    )

  19. 823639792 commented on May 15, 2026

    @823639792
    823639792
    on May 15, 2026

    并且文档里的例子是这样的model = AutoModel(model="paraformer-zh", vad_model="fsmn-vad", punc_model="ct-punc", # spk_model="cam++", ) res = model.generate(input=f"{model.model_path}/example/asr_example.wav", batch_size_s=300, hotword='魔搭')
    但实际上“paraformer-zh”模型无法使用热词功能

    您好，请问这个问题解决了吗？我测试也发现热词没起作用

    能用，词与词之间用空格隔起来

    我测试还是没有效果，配置： funasr 1.2.7 模型：speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-pytorch

    你解决了嘛？我用这个模型也不行，设置任何热词都无效

  20. LauraGPT
    closed this as not plannedon May 19, 2026
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