{"id":35474,"date":"2024-12-25T17:00:02","date_gmt":"2024-12-25T09:00:02","guid":{"rendered":"https:\/\/17aitech.com\/?p=35474"},"modified":"2024-12-25T17:00:02","modified_gmt":"2024-12-25T09:00:02","slug":"%e8%ae%a9%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%83%bd%e5%90%ac%e4%bc%9a%e8%af%b4%ef%bc%8c%e5%9b%bd%e5%86%85%e6%9c%ba%e6%9e%84%e5%bc%80%e6%ba%90%e5%85%a8%e7%90%83%e9%a6%96%e4%b8%aa%e7%ab%af%e5%88%b0%e7%ab%af","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35474","title":{"rendered":"\u8ba9\u5927\u6a21\u578b\u80fd\u542c\u4f1a\u8bf4\uff0c\u56fd\u5185\u673a\u6784\u5f00\u6e90\u5168\u7403\u9996\u4e2a\u7aef\u5230\u7aef\u8bed\u97f3\u5bf9\u8bdd\u6a21\u578bMini-Omni"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-06-7\" target=\"_blank\">\u8ba9\u5927\u6a21\u578b\u80fd\u542c\u4f1a\u8bf4\uff0c\u56fd\u5185\u673a\u6784\u5f00\u6e90\u5168\u7403\u9996\u4e2a\u7aef\u5230\u7aef\u8bed\u97f3\u5bf9\u8bdd\u6a21\u578bMini-Omni<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-65bbfd4c35640a0f440d83545fc254e1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-65bbfd4c35640a0f440d83545fc254e1.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u672c\u6587\u51fa\u81ea\u542f\u5143\u4e16\u754c\u591a\u6a21\u6001\u7b97\u6cd5\u7ec4\uff0c\u5171\u540c\u4e00\u4f5c\u662f\u6765\u81ea\u6e05\u534e\u5927\u5b66\u7684\u4e00\u5e74\u7ea7\u7855\u58eb\u751f\u8c22\u4e4b\u975e\u4e0e\u542f\u5143\u4e16\u754c\u591a\u6a21\u6001\u8d1f\u8d23\u4eba\u5434\u660c\u6865\uff0c\u7814\u7a76\u5174\u8da3\u4e3a\u591a\u6a21\u6001\u5927\u6a21\u578b\u3001LLM Agents \u7b49\u3002\u672c\u8bba\u6587\u4e0a\u7ebf\u51e0\u5929\u5185\u5728 github \u4e0a\u65a9\u83b7 1000+\u00a0\u661f\u6807\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u968f\u7740\u591a\u7c7b\u578b\u5927\u6a21\u578b\u7684\u98de\u901f\u53d1\u5c55\uff0c\u5168\u7403 AI \u5df2\u7ecf\u8fdb\u5165\u5230\u4e86\u591a\u6a21\u4ea4\u4e92\u65f6\u4ee3\u3002<\/section>\n<section><\/section>\n<section>2024 \u5e74 5 \u6708\uff0cOpenAI \u63a8\u51fa\u4e86\u5168\u65b0\u7684\u591a\u6a21\u6001\u6a21\u578b GPT4o\uff0c\u5f15\u8d77\u5168\u7403\u8f70\u52a8\u3002\u5176\u4e2d GPT4o\u00a0\u5c55\u73b0\u51fa\u4e86\u4e0e\u4eba\u7c7b\u76f8\u8fd1\u7684\u81ea\u7136\u8bed\u8a00\u4ea4\u4e92\u80fd\u529b\uff0c\u5b9e\u73b0\u4e86 AI \u80fd\u540c\u65f6\u8bfb\u61c2\u4eba\u7c7b\u8bed\u97f3\u4e2d\u7684\u5185\u5bb9\u53ca\u60c5\u7eea\uff0c\u5e76\u5b9e\u65f6\u505a\u51fa\u53cd\u9988\u3002\u540c\u65f6\uff0cGPT4o \u4e5f\u7ed9\u4f17\u591a\u8bed\u97f3\u7814\u7a76\u4eba\u5458\u5e26\u6765\u300c\u65b0\u7684\u6625\u5929\u300d\uff0c\u8bed\u97f3\u6587\u672c\u591a\u6a21\u6001\u5927\u6a21\u578b\u6210\u4e3a\u70ed\u95e8\u7814\u7a76\u65b9\u5411\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u73b0\u7c7b\u4f3c GPT4o \u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u80fd\u529b\u7684\u6838\u5fc3\u662f<strong>\u6a21\u578b\u80fd\u591f\u76f4\u63a5\u5728\u8bed\u97f3\u6a21\u6001\u4e0a\u8fdb\u884c\u7406\u89e3\u548c\u63a8\u7406<\/strong>\uff0c\u8fd9\u4e0e\u4f20\u7edf\u7684\u8bed\u97f3\u5bf9\u8bdd\u529f\u80fd\u6709\u672c\u8d28\u7684\u4e0d\u540c\u3002\u73b0\u6709\u7684\u8bed\u97f3\u5bf9\u8bdd\u7cfb\u7edf\u4e2d\u4e3b\u8981\u5305\u542b 3 \u4e2a\u8fc7\u7a0b\uff1a\u9996\u5148\u5c06\u8f93\u5165\u8bed\u97f3\u5185\u5bb9\u8f6c\u6362\u4e3a\u6587\u672c\uff0c\u5176\u6b21\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u6587\u672c\u63a8\u7406\uff0c\u6700\u540e\u5229\u7528\u8bed\u97f3\u5408\u6210\u7cfb\u7edf\u751f\u6210\u5e76\u8f93\u51fa\u8bed\u97f3\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u7c7b\u4f3c\u7684\u591a\u9636\u6bb5\u4e32\u8054\u7cfb\u7edf\u5b58\u5728\u4e00\u4e9b\u7f3a\u9677\uff0c\u6bd4\u5982\u6a21\u578b\u65e0\u6cd5\u7406\u89e3\u8bed\u97f3\u4e2d\u5305\u542b\u7684\u60c5\u7eea\u53ca\u5176\u5b83\u975e\u6587\u672c\u5185\u5bb9\u4fe1\u606f\uff1b\u540c\u65f6\u7531\u4e8e\u989d\u5916\u7684\u8bed\u97f3\u8bc6\u522b\u53ca\u5408\u6210\u5e26\u6765\u7684\u65f6\u95f4\u5f00\u9500\u5bfc\u81f4 AI \u56de\u590d\u8fdf\u7f13\u7b49\u5b9e\u65f6\u6027\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u4ee5\u4e0a\u95ee\u9898\uff0c\u5b66\u672f\u754c\u5f00\u59cb\u7814\u7a76\u652f\u6301\u7aef\u5230\u7aef\u3001\u8bed\u97f3\u5230\u8bed\u97f3\u7684\u591a\u6a21\u6001\u5927\u6a21\u578b\u3002\u4e3a\u65b9\u4fbf\u7ed3\u5408\u5927\u8bed\u8a00\u6a21\u578b\u7684\u7814\u7a76\u6210\u679c\uff0c\u901a\u5e38\u4f1a\u5c06\u8bed\u97f3\u79bb\u6563\u5316\u4e3a Audio Token\uff0c\u5e76\u57fa\u4e8e Audio Token \u8fdb\u884c\u5b66\u4e60\u548c\u63a8\u7406\u3002\u8fd9\u5176\u4e2d\u5177\u6709\u4ee3\u8868\u6027\u7684\u5de5\u4f5c\u5305\u62ec SpeechGPT\u3001Spectron \u7b49\uff0c\u5b83\u4eec\u5747\u91c7\u7528 QuestionAudio-QuestionText-AnswerText-AnswerAudio \u7b49\u5f62\u5f0f\u6765\u964d\u4f4e\u76f4\u63a5\u5bf9\u8bed\u97f3\u8fdb\u884c\u5b66\u4e60\u63a8\u7406\u7684\u96be\u5ea6\u3002<\/section>\n<section><\/section>\n<section>\u4f46\u540c\u65f6\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u4e5f\u9700\u8981\u751f\u6210\u5b8c\u6574\u7684 AnswerText \u540e\u624d\u80fd\u751f\u6210 AnswerAudio\uff0c\u65e0\u6cd5\u89e3\u51b3\u5b9e\u65f6\u6027\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86 <strong>Mini-Omni\uff0c\u7b2c\u4e00\u4e2a\u5f00\u6e90\u7684\u7aef\u5230\u7aef\u5b9e\u65f6\u8bed\u97f3\u591a\u6a21\u6001\u6a21\u578b\uff0c\u652f\u6301\u8bed\u97f3\u8f93\u5165\u3001\u6d41\u5f0f\u8bed\u97f3\u8f93\u51fa\u7684\u591a\u6a21\u6001\u4ea4\u4e92\u80fd\u529b<\/strong>\u3002\u5177\u4f53\u6765\u8bb2\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u6587\u672c-\u8bed\u97f3\u540c\u65f6\u751f\u6210\u7684\u65b9\u6848\uff0c\u901a\u8fc7\u8ba9\u5df2\u751f\u6210\u7684\u6587\u672c token \u6307\u5bfc\u751f\u6210\u8bed\u97f3 token\uff0c\u6709\u6548\u964d\u4f4e\u4e86\u76f4\u63a5\u63a8\u7406\u8bed\u97f3\u5185\u5bb9\u7684\u96be\u5ea6\uff0c\u540c\u65f6\u907f\u514d\u4e86\u7b49\u5f85\u751f\u6210\u5b8c\u6574\u6587\u672c\u7b54\u6848\u5e26\u6765\u7684\u65f6\u95f4\u6d88\u8017\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0290a941bca586a847e8723f66f1d358.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-0290a941bca586a847e8723f66f1d358.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u9898\u76ee\uff1aMini-Omni: Language Models Can Hear, Talk While Thinking in Streaming<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2408.16725<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u4ed3\u5e93\uff1ahttps:\/\/github.com\/gpt-omni\/mini-omni<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u9488\u5bf9\u591a\u5c42\u7ea7\u7684\u97f3\u9891\u7f16\u7801\u65b9\u6848\uff0c\u672c\u6587\u91c7\u7528\u4e0d\u540c\u5c42\u7ea7\u5ef6\u8fdf\u5e76\u884c\u8f93\u51fa\u7684\u65b9\u6848\u51cf\u5c0f\u97f3\u9891\u63a8\u7406\u957f\u5ea6\uff0c\u6709\u6548\u89e3\u51b3\u5b9e\u65f6\u6027\u95ee\u9898\u3002\u540c\u65f6\u8fd8\u63d0\u51fa\u4e86\u591a\u4efb\u52a1\u540c\u65f6\u63a8\u7406\u7684\u751f\u6210\u65b9\u6cd5\u8fdb\u4e00\u6b65\u52a0\u5f3a\u6a21\u578b\u7684\u8bed\u97f3\u63a8\u7406\u80fd\u529b\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u672c\u6587\u6240\u91c7\u7528\u8bad\u7ec3\u65b9\u6848\u53ef\u6709\u6548\u8fc1\u79fb\u81f3\u4efb\u610f\u8bed\u8a00\u5927\u6a21\u578b\uff0c\u901a\u8fc7\u589e\u52a0\u5c11\u91cf\u53c2\u6570\u53ca\u5206\u9636\u6bb5\u8bad\u7ec3\uff0c<strong>\u5728\u5c3d\u53ef\u80fd\u4fdd\u7559\u6a21\u578b\u539f\u59cb\u63a8\u7406\u80fd\u529b\u7684\u540c\u65f6\uff0c\u4e3a\u6a21\u578b\u52a0\u4e0a \u300c\u542c\u3001\u8bf4\u300d\u7684\u8bed\u97f3\u4ea4\u4e92\u80fd\u529b<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u9a8c\u8bc1\u65b9\u6848\u7684\u6709\u6548\u6027\uff0cMini-Omni \u5728\u4f7f\u7528\u4ec5 0.5B \u7684\u5c0f\u6a21\u578b\u548c\u5c11\u91cf\u5f00\u6e90\u53ca\u5408\u6210\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u5728\u5b9e\u65f6\u8bed\u97f3\u95ee\u7b54\u53ca\u8bed\u97f3\u8bc6\u522b\u7b49\u65b9\u9762\u8868\u73b0\u51fa\u4ee4\u4eba\u60ca\u559c\u7684\u6548\u679c\u3002<\/section>\n<section><\/section>\n<section>\u603b\u7ed3\u6765\u8bf4\uff0c\u672c\u6587\u4e3b\u8981\u8d21\u732e\u4e3a\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u63d0\u51fa\u4e86\u9996\u4e2a\u5f00\u6e90\u7684\u7aef\u5230\u7aef\u3001\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u7684\u591a\u6a21\u6001\u6a21\u578b\u89e3\u51b3\u65b9\u6848\uff0c\u652f\u6301\u8bed\u97f3\u6d41\u5f0f\u8f93\u51fa\uff0c\u4e0d\u9700\u8981\u989d\u5916\u7684 ASR \u6216 TTS \u7cfb\u7edf\u3002<\/section>\n<\/li>\n<li>\n<section>\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u540c\u65f6\u751f\u6210\u8bed\u97f3\u548c\u6587\u672c\u4fe1\u606f\uff0c\u901a\u8fc7\u6587\u672c\u6307\u5bfc\u8bed\u97f3\u751f\u6210\uff0c\u6709\u6548\u964d\u4f4e\u8bed\u97f3\u63a8\u7406\u7684\u5b66\u4e60\u96be\u5ea6\u3002<\/section>\n<\/li>\n<li>\n<section>\u63d0\u51fa\u591a\u9636\u6bb5\u7684\u8bad\u7ec3\u65b9\u6848\uff0c\u53ef\u901a\u8fc7\u5c11\u91cf\u5f00\u6e90\u6216\u5408\u6210\u6570\u636e\u4f7f\u4efb\u610f\u8bed\u8a00\u6a21\u578b\u5177\u5907\u8bed\u97f3\u4ea4\u4e92\u80fd\u529b\u3002<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f3cecf227e673bfd71f4b6f2c8f23002.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-f3cecf227e673bfd71f4b6f2c8f23002.png\"><\/a><\/section>\n<\/li>\n<\/ul>\n<section><strong>Mini-Omni \u6a21\u578b\u67b6\u6784<\/strong><\/section>\n<section><\/section>\n<section>Mini-Omni \u6574\u4f53\u6a21\u578b\u6846\u67b6\u5982\u4e0b\u56fe\u6240\u793a\uff0c<strong>\u6a21\u578b\u8f93\u5165\u7aef\u53ef\u4ee5\u662f\u8bed\u97f3\u6216\u6587\u672c\uff0c\u8f93\u51fa\u7aef\u540c\u65f6\u5305\u542b\u6587\u672c\u548c\u8bed\u97f3<\/strong>\u3002\u4e3a\u590d\u7528\u8bed\u8a00\u6a21\u578b\u300c\u9884\u6d4b\u4e0b\u4e00\u4e2a token\u300d\u7684\u5b66\u4e60\u8303\u5f0f\uff0c\u8f93\u51fa\u4fa7\u8bed\u97f3\u91c7\u7528\u79bb\u6563\u7f16\u7801\uff0c\u672c\u6587\u91c7\u7528\u4e86 SNAC \u7f16\u89e3\u7801\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u8bed\u97f3\u4ea4\u4e92\u573a\u666f\uff0c\u8f93\u5165\u8bed\u97f3\u7ecf\u8fc7\u9884\u8bad\u7ec3 whisper \u7684\u8bed\u97f3\u7f16\u7801\u6a21\u5757\u8fdb\u884c\u8fde\u7eed\u7279\u5f81\u63d0\u53d6\uff0c\u7136\u540e\u901a\u8fc7 2 \u5c42 MLP \u5bf9\u9f50\u8bed\u97f3\u4fe1\u606f\u4e0e\u6587\u672c\u4fe1\u606f\u3002\u8f93\u51fa\u4fa7\uff0c\u6bcf\u4e00\u6b65\u4f1a\u901a\u8fc7\u97f3\u9891\u89e3\u7801\u5934\u548c\u6587\u672c\u89e3\u7801\u5934\u540c\u65f6\u8fdb\u884c\u6587\u672c token \u4e0e\u8bed\u97f3 token \u89e3\u7801\uff0c\u7136\u540e\u5c06\u8f93\u51fa\u7684\u97f3\u9891\u8868\u5f81\u548c\u6587\u672c\u8868\u5f81\u8fdb\u884c\u7279\u5f81\u878d\u5408\uff0c\u518d\u4f5c\u4e3a\u4e0b\u4e00\u6b65\u7684\u8f93\u5165\u3002\u540c\u65f6\uff0c\u5728\u63a8\u7406\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u5c06\u8f93\u51fa\u7684\u8bed\u97f3 token \u6d41\u5f0f\u8f93\u5165\u81f3 SNAC 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decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-c3dbd198b8551069d746fb86d97017fc.png\"><\/a><\/section>\n<section><strong>\u6587\u672c\u6307\u5bfc\u4e0b\u7684\u97f3\u9891\u751f\u6210<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u964d\u4f4e\u76f4\u63a5\u63a8\u7406\u8bed\u97f3\u4fe1\u606f\u7684\u5b66\u4e60\u96be\u5ea6\uff0c\u4ee5\u53ca\u51cf\u5c11\u63a8\u7406\u8fc7\u7a0b\u4e2d\u8bed\u97f3 token \u957f\u5ea6\uff0c\u6211\u4eec<strong>\u91c7\u7528\u4e86\u6587\u672c\u548c\u8bed\u97f3\u5ef6\u8fdf\u5e76\u884c\u751f\u6210\u7684\u65b9\u6848<\/strong>\uff0c\u5176\u793a\u610f\u56fe\u5982\u4e0b\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1503ce652cb11e2a666ae9897a2efa7c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-1503ce652cb11e2a666ae9897a2efa7c.png\"><\/a><\/p>\n<section>\u672c\u6587\u6240\u91c7\u7528\u7684 SNAC \u65b9\u6848\uff0c<strong>\u6bcf\u4e00\u5e27\u5177\u6709 7 \u4e2a\u6709\u6548\u8bed\u97f3 token\uff0c\u5bf9\u5e94\u97f3\u9891\u65f6\u957f\u4e3a 80ms<\/strong>\u3002\u4e00\u79cd\u8bed\u97f3\u5efa\u6a21\u65b9\u6848\u662f\u5c06\u8bed\u97f3\u7684\u6240\u6709 token \u5e73\u94fa\u5c55\u5f00\u8fdb\u884c\u987a\u5e8f\u63a8\u7406\uff0c\u7c7b\u4f3c\u65b9\u6848\u5728\u97f3\u4e50\u751f\u6210\u9886\u57df\u5df2\u88ab\u9a8c\u8bc1\u751f\u6210\u6548\u679c\u8f83\u597d\u3002\u4f46\u4e5f\u5b58\u5728\u8bed\u97f3 token \u5e8f\u5217\u957f\u3001\u5b66\u4e60\u96be\u5ea6\u9ad8\u7b49\u95ee\u9898\u3002<strong>\u4e3a\u5b9e\u73b0\u5b9e\u65f6\u8bed\u97f3\u63a8\u7406\uff0c\u6211\u4eec\u91c7\u7528\u5ef6\u8fdf\u5e76\u884c\u63a8\u7406\u7684\u65b9\u6848<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u5177\u4f53\u6765\u8bb2\uff0c\u6a21\u578b\u6bcf\u4e00\u6b65\u540c\u65f6\u751f\u6210 8 \u4e2a token\uff0c\u5305\u62ec 7 \u4e2a\u8bed\u97f3 token \u548c 1 \u4e2a\u6587\u672c token\u3002\u7531\u4e8e\u97f3\u9891\u4f9d\u8d56\u6587\u672c\u5185\u5bb9\uff0c\u800c\u97f3\u9891\u7684 7 \u4e2a token \u4e4b\u95f4\u4ece\u524d\u5230\u540e\u662f\u7531\u7c97\u5230\u7ec6\u7684\u5efa\u6a21\u5173\u7cfb\uff0c\u6240\u4ee5\u5728\u63a8\u7406\u5f00\u59cb\u65f6\u5982\u4e0a\u56fe (b) \u6240\u793a\u3002\u9996\u5148\u751f\u6210\u6587\u672c\u7684\u7b2c\u4e00\u4e2a token\uff0c\u7136\u540e\u751f\u6210\u6587\u672c\u7684\u7b2c\u4e8c\u4e2a token \u548c\u7b2c\u4e00\u5c42\u97f3\u9891\u7684\u7b2c\u4e00\u4e2a token\uff0c\u4ee5\u6b64\u7c7b\u63a8\u3002\u5148\u8f93\u51fa\u6587\u672c token \u4e3b\u8981\u4e3a\u4e86\u8bed\u97f3 token \u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u6709\u6587\u672c\u5185\u5bb9\u8fdb\u884c\u53c2\u8003\u3002<\/section>\n<section><\/section>\n<section>\u540c\u65f6\uff0c\u7531\u4e8e\u6587\u672c\u6307\u5bfc\u8bed\u97f3\u751f\u6210\u65b9\u6848\u7684\u7075\u6d3b\u6027\uff0c\u6211\u4eec\u5728\u5b9e\u9a8c\u4e2d\u53d1\u73b0\uff0c\u63a8\u7406\u65f6\u5728\u4e00\u4e2a\u6279\u6b21\u4e2d\u540c\u65f6\u8fdb\u884c audio-to-audio \u548c audio-to-text \u4e24\u4e2a\u4efb\u52a1\uff0c\u5e76\u7528\u540e\u8005\u7684\u6587\u672c token \u66ff\u6362\u524d\u8005\u7684\u6587\u672c token \u4ee5\u6307\u5bfc\u524d\u8005\u7684\u8bed\u97f3\u751f\u6210\uff08\u5982\u4e0a\u56fe c \u4e2d\u6240\u793a\uff09\uff0c\u53ef\u6709\u6548\u63d0\u5347\u8bed\u97f3\u5bf9\u8bdd\u7684\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u8ba9\u6bcf\u4e2a\u6a21\u578b\u90fd\u80fd\u300c\u542c\u8bf4\u300d<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u4e3b\u8981\u57fa\u4e8e\u9002\u914d\u5668\u7684\u6a21\u578b\u80fd\u529b\u6269\u5c55\u65b9\u6cd5\uff0c\u5177\u4f53\u5b66\u4e60\u8fc7\u7a0b\u53ef\u4ee5\u5206\u4e3a\u4e09\u4e2a\u9636\u6bb5\uff1a<\/section>\n<section><\/section>\n<section>\u9996\u5148<strong>\u6a21\u6001\u5bf9\u9f50<\/strong>\uff1a\u6b64\u9636\u6bb5\u7684\u76ee\u6807\u662f\u589e\u5f3a\u6587\u672c\u6a21\u578b\u7406\u89e3\u548c\u751f\u6210\u8bed\u97f3\u7684\u80fd\u529b\u3002\u8fc7\u7a0b\u4e2d\uff0cMini-Omni \u7684 LLM 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\u6570\u636e\u96c6\u6765\u8fdb\u884c\u8bad\u7ec3\u3002<\/section>\n<section><\/section>\n<section>\u5176\u6b21<strong>\u9002\u5e94\u8bad\u7ec3<\/strong>\uff1a\u5b8c\u6210\u65b0\u7684\u6a21\u6001\u4e0e\u6587\u672c\u6a21\u6001\u7684\u8f93\u5165\u5bf9\u9f50\u540e\uff0c\u5c06\u8bed\u97f3\u9002\u914d\u5668\u51bb\u7ed3\u3002\u5728\u8fd9\u4e2a\u9636\u6bb5\u4e2d\uff0c\u6211\u4eec\u5c06\u53ef\u7528\u7684\u6587\u672c\u95ee\u7b54\u5bf9\u4e2d\u7684\u95ee\u9898\u90e8\u5206\u91c7\u7528\u5f00\u6e90\u591a\u97f3\u8272\u7684\u8bed\u97f3\u5408\u6210\u7cfb\u7edf\u8fdb\u884c\u8bed\u97f3\u6570\u636e\u5408\u6210\uff0c\u751f\u6210\u8bed\u97f3\u95ee\u7b54\u6570\u636e\u96c6\u3002\u6211\u4eec\u5173\u6ce8\u4e8e\u8bad\u7ec3\u6a21\u578b\u5728\u7ed9\u5b9a\u97f3\u9891\u8f93\u5165\u65f6\u7684\u6587\u672c\u63a8\u7406\u80fd\u529b\u3002\u6a21\u578b\u4f7f\u7528\u8bed\u97f3\u8bc6\u522b (ASR)\u3001\u8bed\u97f3\u95ee\u7b54 (AudioTextQA) \u548c\u6587\u672c\u95ee\u7b54 (TextTextQA) 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A1 \u548c T1 \u8868\u793a\u97f3\u9891\u53ca\u5bf9\u5e94\u7684\u6587\u672c\u5185\u5bb9\uff0cA2\u3001T2 \u540c\u7406\u3002\u9488\u5bf9\u95ee\u7b54\u573a\u666f\uff0c1 \u8868\u793a\u95ee\u9898\uff0c2 \u8868\u793a\u5bf9\u5e94\u95ee\u7b54\u7684\u7b54\u6848\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-eeb25d3f590c588d45ebe71732b3b7fc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-eeb25d3f590c588d45ebe71732b3b7fc.png\"><\/a><\/p>\n<section>\u4e0b\u56fe\u4e2d\uff0c\u6211\u4eec\u5c55\u793a\u4e86 Audio-to-Text\u3001Audio-to-Audio\u3001Batch-Audio-to-Audio \u4e09\u79cd\u4efb\u52a1\u4e2d Mini-Omni \u7684\u5177\u4f53\u8868\u73b0\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b8e0531dc9718f12f6cf7c0e0345a65e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-b8e0531dc9718f12f6cf7c0e0345a65e.png\"><\/a><\/p>\n<section>\u66f4\u591a\u7814\u7a76\u7ec6\u8282\uff0c\u53ef\u53c2\u8003\u539f\u8bba\u6587\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-06-7\" target=\"_blank\">\u8ba9\u5927\u6a21\u578b\u80fd\u542c\u4f1a\u8bf4\uff0c\u56fd\u5185\u673a\u6784\u5f00\u6e90\u5168\u7403\u9996\u4e2a\u7aef\u5230\u7aef\u8bed\u97f3\u5bf9\u8bdd\u6a21\u578bMini-Omni<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u8ba9\u5927\u6a21\u578b\u80fd\u542c\u4f1a\u8bf4\uff0c\u56fd\u5185 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