{"id":7133,"date":"2024-10-16T19:36:33","date_gmt":"2024-10-16T11:36:33","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=7133"},"modified":"2024-10-16T19:36:33","modified_gmt":"2024-10-16T11:36:33","slug":"funasr","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/funasr\/","title":{"rendered":"FunASR\uff1a\u5f00\u6e90\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u5305\uff0c\u8bf4\u8bdd\u4eba\u5206\u79bb\/ \u591a\u4eba\u5bf9\u8bdd\u8bed\u97f3\u8bc6\u522b"},"content":{"rendered":"

FunASR\u662f\u4e00\u4e2a\u7531\u963f\u91cc\u5df4\u5df4\u8fbe\u6469\u9662\u5f00\u53d1\u7684\u5f00\u6e90\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u5305\uff0c\u65e8\u5728\u4e3a\u5b66\u672f\u7814\u7a76\u548c\u5de5\u4e1a\u5e94\u7528\u63d0\u4f9b\u6865\u6881\u3002\u5b83\u652f\u6301\u591a\u79cd\u8bed\u97f3\u8bc6\u522b\u529f\u80fd\uff0c\u5305\u62ec\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u3001\u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b\uff08VAD\uff09\u3001\u6807\u70b9\u6062\u590d\u3001\u8bed\u8a00\u6a21\u578b\u3001\u8bf4\u8bdd\u4eba\u9a8c\u8bc1\u3001\u8bf4\u8bdd\u4eba\u5206\u79bb\u548c\u591a\u4eba\u5bf9\u8bdd\u8bed\u97f3\u8bc6\u522b\u3002FunASR\u63d0\u4f9b\u4e86\u4fbf\u6377\u7684\u811a\u672c\u548c\u6559\u7a0b\uff0c\u652f\u6301\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u63a8\u7406\u4e0e\u5fae\u8c03\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u6784\u5efa\u9ad8\u6548\u7684\u8bed\u97f3\u8bc6\u522b\u670d\u52a1\u3002<\/p>\n

\u652f\u6301\u5404\u79cd\u97f3\u89c6\u9891\u683c\u5f0f\u8f93\u5165\uff0c\u53ef\u4ee5\u628a\u51e0\u5341\u4e2a\u5c0f\u65f6\u7684\u957f\u97f3\u9891\u4e0e\u89c6\u9891\u8bc6\u522b\u6210\u5e26\u6807\u70b9\u7684\u6587\u5b57\uff0c\u652f\u6301\u4e0a\u767e\u8def\u8bf7\u6c42\u540c\u65f6\u8fdb\u884c\u8f6c\u5199 \u652f\u6301\u4e2d\u6587\u3001\u82f1\u6587\u3001\u65e5\u6587\u3001\u7ca4\u8bed\u548c\u97e9\u8bed\u7b49\u3002<\/p>\n

 <\/p>\n

\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/www.funasr.com\/<\/p><\/blockquote>\n

\"FunASR\uff1a\u5f00\u6e90\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u5305\uff0c\u8bf4\u8bdd\u4eba\u5206\u79bb\/<\/p>\n

 <\/p>\n

\"FunASR\uff1a\u5f00\u6e90\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u5305\uff0c\u8bf4\u8bdd\u4eba\u5206\u79bb\/

FunASR\u79bb\u7ebf\u6587\u4ef6\u8f6c\u5199\u8f6f\u4ef6\u5305\uff0c\u63d0\u4f9b\u4e86\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684\u8bed\u97f3\u79bb\u7ebf\u6587\u4ef6\u8f6c\u5199\u670d\u52a1\u3002\u62e5\u6709\u5b8c\u6574\u7684\u8bed\u97f3\u8bc6\u522b\u94fe\u8def\uff0c\u7ed3\u5408\u4e86\u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u6807\u70b9\u7b49\u6a21\u578b\uff0c\u53ef\u4ee5\u5c06\u51e0\u5341\u4e2a\u5c0f\u65f6\u7684\u957f\u97f3\u9891\u4e0e\u89c6\u9891\u8bc6\u522b\u6210\u5e26\u6807\u70b9\u7684\u6587\u5b57\uff0c\u800c\u4e14\u652f\u6301\u4e0a\u767e\u8def\u8bf7\u6c42\u540c\u65f6\u8fdb\u884c\u8f6c\u5199\u3002\u8f93\u51fa\u4e3a\u5e26\u6807\u70b9\u7684\u6587\u5b57\uff0c\u542b\u6709\u5b57\u7ea7\u522b\u65f6\u95f4\u6233\uff0c\u652f\u6301ITN\u4e0e\u7528\u6237\u81ea\u5b9a\u4e49\u70ed\u8bcd\u7b49\u3002\u670d\u52a1\u7aef\u96c6\u6210\u6709ffmpeg\uff0c\u652f\u6301\u5404\u79cd\u97f3\u89c6\u9891\u683c\u5f0f\u8f93\u5165\u3002\u8f6f\u4ef6\u5305\u63d0\u4f9b\u6709html\u3001python\u3001c++\u3001java\u4e0ec#\u7b49\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u5ba2\u6237\u7aef\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u4e0e\u8fdb\u4e00\u6b65\u5f00\u53d1\u3002<\/p><\/div>\n

 <\/p>\n

\"FunASR\uff1a\u5f00\u6e90\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u5305\uff0c\u8bf4\u8bdd\u4eba\u5206\u79bb\/

FunASR\u5b9e\u65f6\u8bed\u97f3\u542c\u5199\u8f6f\u4ef6\u5305\uff0c\u96c6\u6210\u4e86\u5b9e\u65f6\u7248\u672c\u7684\u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b\u6a21\u578b\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u8bed\u97f3\u8bc6\u522b\u3001\u6807\u70b9\u9884\u6d4b\u6a21\u578b\u7b49\u3002\u91c7\u7528\u591a\u6a21\u578b\u534f\u540c\uff0c\u65e2\u53ef\u4ee5\u5b9e\u65f6\u7684\u8fdb\u884c\u8bed\u97f3\u8f6c\u6587\u5b57\uff0c\u4e5f\u53ef\u4ee5\u5728\u8bf4\u8bdd\u53e5\u5c3e\u7528\u9ad8\u7cbe\u5ea6\u8f6c\u5199\u6587\u5b57\u4fee\u6b63\u8f93\u51fa\uff0c\u8f93\u51fa\u6587\u5b57\u5e26\u6709\u6807\u70b9\uff0c\u652f\u6301\u591a\u8def\u8bf7\u6c42\u3002\u4f9d\u636e\u4f7f\u7528\u8005\u573a\u666f\u4e0d\u540c\uff0c\u652f\u6301\u5b9e\u65f6\u8bed\u97f3\u542c\u5199\u670d\u52a1\uff08online\uff09\u3001\u975e\u5b9e\u65f6\u4e00\u53e5\u8bdd\u8f6c\u5199\uff08offline\uff09\u4e0e\u5b9e\u65f6\u4e0e\u975e\u5b9e\u65f6\u4e00\u4f53\u5316\u534f\u540c\uff082pass\uff093\u79cd\u670d\u52a1\u6a21\u5f0f\u3002\u8f6f\u4ef6\u5305\u63d0\u4f9b\u6709html\u3001python\u3001c++\u3001java\u4e0ec#\u7b49\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u5ba2\u6237\u7aef\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u4e0e\u8fdb\u4e00\u6b65\u5f00\u53d1\u3002<\/p><\/div>\n

 <\/p>\n

\u529f\u80fd\u5217\u8868<\/h2>\n
    \n
  • \u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\uff1a\u652f\u6301\u79bb\u7ebf\u548c\u5b9e\u65f6\u8bed\u97f3\u8bc6\u522b\u3002<\/li>\n
  • \u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b\uff08VAD\uff09\uff1a\u68c0\u6d4b\u8bed\u97f3\u4fe1\u53f7\u7684\u8d77\u59cb\u548c\u7ed3\u675f\u3002<\/li>\n
  • \u6807\u70b9\u6062\u590d\uff1a\u81ea\u52a8\u6dfb\u52a0\u6807\u70b9\u7b26\u53f7\uff0c\u63d0\u9ad8\u6587\u672c\u53ef\u8bfb\u6027\u3002<\/li>\n
  • \u8bed\u8a00\u6a21\u578b\uff1a\u652f\u6301\u591a\u79cd\u8bed\u8a00\u6a21\u578b\u7684\u96c6\u6210\u3002<\/li>\n
  • \u8bf4\u8bdd\u4eba\u9a8c\u8bc1\uff1a\u9a8c\u8bc1\u8bf4\u8bdd\u4eba\u7684\u8eab\u4efd\u3002<\/li>\n
  • \u8bf4\u8bdd\u4eba\u5206\u79bb\uff1a\u533a\u5206\u4e0d\u540c\u8bf4\u8bdd\u4eba\u7684\u8bed\u97f3\u3002<\/li>\n
  • \u591a\u4eba\u5bf9\u8bdd\u8bed\u97f3\u8bc6\u522b\uff1a\u652f\u6301\u591a\u4eba\u540c\u65f6\u5bf9\u8bdd\u7684\u8bed\u97f3\u8bc6\u522b\u3002<\/li>\n
  • \u6a21\u578b\u63a8\u7406\u4e0e\u5fae\u8c03\uff1a\u63d0\u4f9b\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u63a8\u7406\u548c\u5fae\u8c03\u529f\u80fd\u3002<\/li>\n<\/ul>\n

     <\/p>\n

    \u4f7f\u7528\u5e2e\u52a9<\/h2>\n

    \u5b89\u88c5\u6d41\u7a0b<\/h3>\n
      \n
    1. \u73af\u5883\u51c6\u5907<\/strong>\uff1a\n
        \n
      • \u786e\u4fdd\u5df2\u5b89\u88c5Python 3.7\u6216\u4ee5\u4e0a\u7248\u672c\u3002<\/li>\n
      • \u5b89\u88c5\u5fc5\u8981\u7684\u4f9d\u8d56\u5e93\uff1a\n
        pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n
      • \u4e0b\u8f7d\u6a21\u578b<\/strong>\uff1a\n
          \n
        • \u4eceModelScope\u6216HuggingFace\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\uff1a\n
          git clone<\/span> https:\/\/github.com\/modelscope\/FunASR.git\r\ncd<\/span> FunASR\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n
        • \u914d\u7f6e\u73af\u5883<\/strong>\uff1a\n
            \n
          • \u914d\u7f6e\u73af\u5883\u53d8\u91cf\uff1a\n
            export<\/span> MODEL_DIR=\/path\/to\/your\/model\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n
            \u4f7f\u7528\u6d41\u7a0b<\/h3>\n
              \n
            1. \u8bed\u97f3\u8bc6\u522b<\/strong>\uff1a\n
                \n
              • \u4f7f\u7528\u547d\u4ee4\u884c\u8fdb\u884c\u8bed\u97f3\u8bc6\u522b\uff1a\n
                python recognize.py --model paraformer --input your_audio.wav\r\n<\/code><\/pre>\n<\/li>\n
              • \u4f7f\u7528Python\u4ee3\u7801\u8fdb\u884c\u8bed\u97f3\u8bc6\u522b\uff1a\n
                from<\/span> funasr import<\/span> AutoModel\r\nmodel = AutoModel.from_pretrained(\"paraformer\"<\/span>)\r\nresult = model.recognize(\"your_audio.wav\"<\/span>)\r\nprint<\/span>(result)\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n
              • \u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b<\/strong>\uff1a\n
                  \n
                • \u4f7f\u7528\u547d\u4ee4\u884c\u8fdb\u884c\u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b\uff1a\n
                  python vad.py --model fsmn-vad --input your_audio.wav\r\n<\/code><\/pre>\n<\/li>\n
                • \u4f7f\u7528Python\u4ee3\u7801\u8fdb\u884c\u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b\uff1a\n
                  from<\/span> funasr import<\/span> AutoModel\r\nvad_model = AutoModel.from_pretrained(\"fsmn-vad\"<\/span>)\r\nvad_result = vad_model.detect(\"your_audio.wav\"<\/span>)\r\nprint<\/span>(vad_result)\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n
                • \u6807\u70b9\u6062\u590d<\/strong>\uff1a\n
                    \n
                  • \u4f7f\u7528\u547d\u4ee4\u884c\u8fdb\u884c\u6807\u70b9\u6062\u590d\uff1a\n
                    python punctuate.py --model ct-punc --input your_text.txt\r\n<\/code><\/pre>\n<\/li>\n
                  • \u4f7f\u7528Python\u4ee3\u7801\u8fdb\u884c\u6807\u70b9\u6062\u590d\uff1a\n
                    from<\/span> funasr import<\/span> AutoModel\r\npunc_model = AutoModel.from_pretrained(\"ct-punc\"<\/span>)\r\npunc_result = punc_model.punctuate(\"your_text.txt\"<\/span>)\r\nprint<\/span>(punc_result)\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n
                  • \u8bf4\u8bdd\u4eba\u9a8c\u8bc1<\/strong>\uff1a\n
                      \n
                    • \u4f7f\u7528\u547d\u4ee4\u884c\u8fdb\u884c\u8bf4\u8bdd\u4eba\u9a8c\u8bc1\uff1a\n
                      python verify.py --model speaker-verification --input your_audio.wav\r\n<\/code><\/pre>\n<\/li>\n
                    • \u4f7f\u7528Python\u4ee3\u7801\u8fdb\u884c\u8bf4\u8bdd\u4eba\u9a8c\u8bc1\uff1a\n
                      from<\/span> funasr import<\/span> AutoModel\r\nverify_model = AutoModel.from_pretrained(\"speaker-verification\"<\/span>)\r\nverify_result = verify_model.verify(\"your_audio.wav\"<\/span>)\r\nprint<\/span>(verify_result)\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n
                    • \u591a\u4eba\u5bf9\u8bdd\u8bed\u97f3\u8bc6\u522b<\/strong>\uff1a\n
                        \n
                      • \u4f7f\u7528\u547d\u4ee4\u884c\u8fdb\u884c\u591a\u4eba\u5bf9\u8bdd\u8bed\u97f3\u8bc6\u522b\uff1a\n
                        python multi_asr.py --model multi-talker-asr --input your_audio.wav\r\n<\/code><\/pre>\n<\/li>\n
                      • \u4f7f\u7528Python\u4ee3\u7801\u8fdb\u884c\u591a\u4eba\u5bf9\u8bdd\u8bed\u97f3\u8bc6\u522b\uff1a\n
                        from<\/span> funasr import<\/span> AutoModel\r\nmulti_asr_model = AutoModel.from_pretrained(\"multi-talker-asr\"<\/span>)\r\nmulti_asr_result = multi_asr_model.recognize(\"your_audio.wav\"<\/span>)\r\nprint<\/span>(multi_asr_result)\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"
                        FunASR\u662f\u4e00\u4e2a\u7531\u963f\u91cc\u5df4\u5df4\u8fbe\u6469\u9662\u5f00\u53d1\u7684\u5f00\u6e90\u8bed\u97f3\u8bc6\u522b\u5de5\u5177\u5305\uff0c\u65e8\u5728\u4e3a\u5b66\u672f\u7814\u7a76\u548c\u5de5\u4e1a\u5e94\u7528\u63d0\u4f9b\u6865\u6881\u3002\u5b83\u652f\u6301\u591a\u79cd\u8bed\u97f3\u8bc6\u522b\u529f\u80fd\uff0c\u5305\u62ec\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u3001\u8bed\u97f3\u7aef\u70b9\u68c0\u6d4b\uff08VAD\uff09\u3001\u6807\u70b9\u6062\u590d\u3001\u8bed\u8a00\u6a21\u578b\u3001\u8bf4\u8bdd\u4eba\u9a8c\u8bc1\u3001\u8bf4\u8bdd\u4eba\u5206\u79bb\u548c\u591a\u4eba\u5bf9\u8bdd\u8bed\u97f3\u8bc6\u522b\u3002FunASR…<\/p>\n","protected":false},"author":1,"featured_media":61109,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,216],"class_list":["post-7133","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aiyuyinzhuanwenben"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/7133","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=7133"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/7133\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61109"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=7133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=7133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=7133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}