{"id":61619,"date":"2026-01-18T08:18:04","date_gmt":"2026-01-18T00:18:04","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/61619.html"},"modified":"2026-01-18T08:18:04","modified_gmt":"2026-01-18T00:18:04","slug":"indextts-2-llm%e7%9c%81%e9%92%b1%e9%83%a8%e7%bd%b2%ef%bc%9a%e9%9b%b6%e6%98%be%e5%8d%a1%e6%9c%8d%e5%8a%a1%e5%99%a8%e4%b9%9f%e8%83%bd%e8%b7%91%e9%ab%98%e8%b4%a8%e9%87%8f%e8%af%ad%e9%9f%b3","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/61619.html","title":{"rendered":"IndexTTS-2-LLM\u7701\u94b1\u90e8\u7f72\uff1a\u96f6\u663e\u5361\u670d\u52a1\u5668\u4e5f\u80fd\u8dd1\u9ad8\u8d28\u91cf\u8bed\u97f3"},"content":{"rendered":"<h2>IndexTTS-2-LLM\u7701\u94b1\u90e8\u7f72&#xff1a;\u96f6\u663e\u5361\u670d\u52a1\u5668\u4e5f\u80fd\u8dd1\u9ad8\u8d28\u91cf\u8bed\u97f3<\/h2>\n<h3>1. \u9879\u76ee\u80cc\u666f\u4e0e\u6280\u672f\u4ef7\u503c<\/h3>\n<p>\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u5728\u591a\u6a21\u6001\u9886\u57df\u7684\u6301\u7eed\u7a81\u7834&#xff0c;\u8bed\u97f3\u5408\u6210\u6280\u672f\u6b63\u4ece\u4f20\u7edf\u7684\u89c4\u5219\u9a71\u52a8\u5411\u8bed\u4e49\u7406\u89e3\u9a71\u52a8\u6f14\u8fdb\u3002\u4f20\u7edf TTS \u7cfb\u7edf\u867d\u7136\u6210\u719f\u7a33\u5b9a&#xff0c;\u4f46\u5728\u60c5\u611f\u8868\u8fbe\u3001\u8bed\u8c03\u8fde\u8d2f\u6027\u548c\u81ea\u7136\u5ea6\u65b9\u9762\u5b58\u5728\u660e\u663e\u74f6\u9888\u3002\u800c\u57fa\u4e8e LLM \u7684\u65b0\u4e00\u4ee3\u8bed\u97f3\u5408\u6210\u6a21\u578b\u5982 IndexTTS-2-LLM&#xff0c;\u901a\u8fc7\u6df1\u5ea6\u878d\u5408\u6587\u672c\u8bed\u4e49\u4e0e\u8bed\u97f3\u97f5\u5f8b\u5efa\u6a21&#xff0c;\u663e\u8457\u63d0\u5347\u4e86\u751f\u6210\u8bed\u97f3\u7684\u62df\u771f\u5ea6\u548c\u8868\u73b0\u529b\u3002<\/p>\n<p>\u7136\u800c&#xff0c;\u5927\u591a\u6570\u5148\u8fdb TTS \u6a21\u578b\u4f9d\u8d56\u9ad8\u6027\u80fd GPU \u8fdb\u884c\u63a8\u7406&#xff0c;\u5bfc\u81f4\u90e8\u7f72\u6210\u672c\u9ad8\u3001\u8fd0\u7ef4\u590d\u6742&#xff0c;\u9650\u5236\u4e86\u5176\u5728\u4e2d\u5c0f\u89c4\u6a21\u5e94\u7528\u4e2d\u7684\u843d\u5730\u3002\u672c\u6587\u4ecb\u7ecd\u7684\u89e3\u51b3\u65b9\u6848\u6b63\u662f\u9488\u5bf9\u8fd9\u4e00\u75db\u70b9\u2014\u2014\u5982\u4f55\u5728\u65e0\u663e\u5361\u7684\u666e\u901a CPU \u670d\u52a1\u5668\u4e0a&#xff0c;\u5b9e\u73b0\u9ad8\u8d28\u91cf\u3001\u4f4e\u5ef6\u8fdf\u7684\u8bed\u97f3\u5408\u6210\u670d\u52a1\u3002\u8be5\u65b9\u6848\u4e0d\u4ec5\u5927\u5e45\u964d\u4f4e\u786c\u4ef6\u6295\u5165&#xff0c;\u8fd8\u5177\u5907\u751f\u4ea7\u7ea7\u53ef\u7528\u6027&#xff0c;\u9002\u7528\u4e8e\u6709\u58f0\u5185\u5bb9\u751f\u6210\u3001\u667a\u80fd\u5ba2\u670d\u64ad\u62a5\u3001\u64ad\u5ba2\u81ea\u52a8\u5316\u7b49\u573a\u666f\u3002<\/p>\n<h3>2. \u6838\u5fc3\u67b6\u6784\u4e0e\u5173\u952e\u6280\u672f\u89e3\u6790<\/h3>\n<h4>2.1 \u6a21\u578b\u9009\u578b\u4e0e\u53cc\u5f15\u64ce\u8bbe\u8ba1<\/h4>\n<p>\u672c\u7cfb\u7edf\u4ee5\u5f00\u6e90\u9879\u76ee kusururi\/IndexTTS-2-LLM \u4e3a\u6838\u5fc3\u8bed\u97f3\u751f\u6210\u5f15\u64ce&#xff0c;\u7ed3\u5408\u963f\u91cc\u4e91 Sambert \u4f5c\u4e3a\u5907\u7528\u5408\u6210\u901a\u9053&#xff0c;\u6784\u5efa\u4e86\u4e3b\u5907\u53cc\u5f15\u64ce\u67b6\u6784&#xff0c;\u786e\u4fdd\u670d\u52a1\u9ad8\u53ef\u7528\u6027\u3002<\/p>\n<ul>\n<li>\u4e3b\u5f15\u64ce&#xff1a;IndexTTS-2-LLM<\/li>\n<li>\u57fa\u4e8e LLM \u7684\u7aef\u5230\u7aef\u8bed\u97f3\u5efa\u6a21&#xff0c;\u652f\u6301\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u8bed\u8c03\u9884\u6d4b<\/li>\n<li>\u80fd\u591f\u6839\u636e\u8f93\u5165\u6587\u672c\u81ea\u52a8\u63a8\u65ad\u505c\u987f\u3001\u91cd\u97f3\u548c\u60c5\u611f\u503e\u5411<\/li>\n<li>\n<p>\u8f93\u51fa\u97f3\u9891\u91c7\u6837\u7387\u9ad8\u8fbe 44.1kHz&#xff0c;\u9891\u54cd\u8303\u56f4\u63a5\u8fd1\u771f\u4eba\u53d1\u97f3<\/p>\n<\/li>\n<li>\n<p>\u5907\u9009\u5f15\u64ce&#xff1a;Sambert&#xff08;\u963f\u91cc\u5df4\u5df4&#xff09;<\/p>\n<\/li>\n<li>\u6210\u719f\u5546\u7528 TTS \u5f15\u64ce&#xff0c;\u7a33\u5b9a\u6027\u5f3a<\/li>\n<li>\u5728\u957f\u6587\u672c\u5408\u6210\u4e2d\u8868\u73b0\u4f18\u5f02<\/li>\n<li>\u5f53\u4e3b\u5f15\u64ce\u56e0\u8d44\u6e90\u4e0d\u8db3\u6216\u5f02\u5e38\u5931\u8d25\u65f6\u81ea\u52a8\u5207\u6362<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u6df7\u5408\u67b6\u6784\u517c\u987e\u4e86\u521b\u65b0\u6027\u4e0e\u53ef\u9760\u6027&#xff0c;\u65e2\u4eab\u53d7 LLM \u5e26\u6765\u7684\u8bed\u97f3\u8d28\u91cf\u8dc3\u5347&#xff0c;\u53c8\u907f\u514d\u5355\u4e00\u6a21\u578b\u5e26\u6765\u7684\u670d\u52a1\u4e2d\u65ad\u98ce\u9669\u3002<\/p>\n<h4>2.2 CPU \u53ef\u7528\u6027\u4f18\u5316\u7b56\u7565<\/h4>\n<p>\u4e3a\u4e86\u8ba9 IndexTTS-2-LLM \u5728\u7eaf CPU \u73af\u5883\u4e0b\u9ad8\u6548\u8fd0\u884c&#xff0c;\u6211\u4eec\u5bf9\u5e95\u5c42\u4f9d\u8d56\u94fe\u8fdb\u884c\u4e86\u6df1\u5ea6\u91cd\u6784\u4e0e\u6027\u80fd\u8c03\u4f18&#xff1a;<\/p>\n<h5>\u4f9d\u8d56\u51b2\u7a81\u89e3\u51b3<\/h5>\n<p>\u539f\u59cb\u9879\u76ee\u4f9d\u8d56 kantts \u548c scipy \u7b49\u5e93&#xff0c;\u5728 x86_64 \u67b6\u6784\u4e0b\u6613\u5f15\u53d1\u7f16\u8bd1\u9519\u8bef\u6216\u5185\u5b58\u6cc4\u6f0f\u3002\u6211\u4eec\u91c7\u7528\u4ee5\u4e0b\u63aa\u65bd&#xff1a; &#8211; \u4f7f\u7528\u9884\u7f16\u8bd1 wheel \u5305\u66ff\u4ee3\u6e90\u7801\u5b89\u88c5 &#8211; \u9501\u5b9a scipy \u7248\u672c\u4e3a 1.10.1&#xff0c;\u907f\u514d\u4e0e numpy \u4e0d\u517c\u5bb9\u95ee\u9898 &#8211; \u66ff\u6362\u90e8\u5206 C&#043;&#043; \u6269\u5c55\u6a21\u5757\u4e3a\u7eaf Python \u5b9e\u73b0&#xff08;\u727a\u7272\u5c11\u91cf\u6027\u80fd\u6362\u53d6\u7a33\u5b9a\u6027&#xff09;<\/p>\n<h5>\u63a8\u7406\u52a0\u901f\u624b\u6bb5<\/h5>\n<p>\u5c3d\u7ba1\u65e0\u6cd5\u4f7f\u7528 GPU \u52a0\u901f&#xff0c;\u4f46\u4ecd\u53ef\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u63d0\u5347 CPU \u63a8\u7406\u6548\u7387&#xff1a; &#8211; \u542f\u7528 ONNX Runtime \u7684 CPU \u4f18\u5316\u8def\u5f84&#xff0c;\u542f\u7528 AVX2 \u6307\u4ee4\u96c6 &#8211; \u5bf9\u6885\u5c14\u9891\u8c31\u751f\u6210\u6a21\u5757\u8fdb\u884c\u7f13\u5b58\u590d\u7528&#xff0c;\u51cf\u5c11\u91cd\u590d\u8ba1\u7b97 &#8211; \u8bbe\u7f6e\u5408\u7406\u7684\u6279\u5904\u7406\u5927\u5c0f&#xff08;batch_size&#061;1&#xff09;&#xff0c;\u9632\u6b62\u5185\u5b58\u6ea2\u51fa<\/p>\n<p>\u6700\u7ec8\u5b9e\u6d4b\u7ed3\u679c\u8868\u660e&#xff0c;\u5728 4 \u6838 8G \u7684\u901a\u7528\u4e91\u4e3b\u673a\u4e0a&#xff0c;\u4e00\u6bb5 100 \u5b57\u4e2d\u6587\u6587\u672c\u7684\u5e73\u5747\u5408\u6210\u65f6\u95f4\u63a7\u5236\u5728 3.2 \u79d2\u4ee5\u5185&#xff0c;\u5b8c\u5168\u6ee1\u8db3\u975e\u5b9e\u65f6\u4f46\u9700\u5feb\u901f\u54cd\u5e94\u7684\u5e94\u7528\u9700\u6c42\u3002<\/p>\n<h4>2.3 \u5168\u6808\u4ea4\u4ed8\u80fd\u529b&#xff1a;WebUI &#043; RESTful API<\/h4>\n<p>\u7cfb\u7edf\u63d0\u4f9b\u4e24\u79cd\u4ea4\u4e92\u65b9\u5f0f&#xff0c;\u8986\u76d6\u7ec8\u7aef\u7528\u6237\u4e0e\u5f00\u53d1\u8005\u4e24\u7c7b\u89d2\u8272&#xff1a;<\/p>\n<table>\n<tr>\u63a5\u5165\u65b9\u5f0f\u529f\u80fd\u7279\u70b9\u9002\u7528\u4eba\u7fa4<\/tr>\n<tbody>\n<tr>\n<td>WebUI \u754c\u9762<\/td>\n<td>\u652f\u6301\u5728\u7ebf\u8f93\u5165\u3001\u4e00\u952e\u5408\u6210\u3001\u5373\u65f6\u64ad\u653e<\/td>\n<td>\u5185\u5bb9\u8fd0\u8425\u3001\u6d4b\u8bd5\u4eba\u5458<\/td>\n<\/tr>\n<tr>\n<td>RESTful API<\/td>\n<td>\u63d0\u4f9b\u6807\u51c6 JSON \u63a5\u53e3&#xff0c;\u652f\u6301\u5f02\u6b65\u56de\u8c03<\/td>\n<td>\u5f00\u53d1\u8005\u3001\u96c6\u6210\u7cfb\u7edf<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>API \u793a\u4f8b\u8bf7\u6c42\u5982\u4e0b&#xff1a;<\/p>\n<p>POST \/tts HTTP\/1.1<br \/>\nContent-Type: application\/json<\/p>\n<p>{<br \/>\n  &#034;text&#034;: &#034;\u6b22\u8fce\u4f7f\u7528 IndexTTS-2-LLM \u8bed\u97f3\u5408\u6210\u670d\u52a1&#034;,<br \/>\n  &#034;voice&#034;: &#034;female-1&#034;,<br \/>\n  &#034;speed&#034;: 1.0,<br \/>\n  &#034;format&#034;: &#034;mp3&#034;<br \/>\n}<\/p>\n<p>\u54cd\u5e94\u8fd4\u56de\u97f3\u9891\u6587\u4ef6 URL \u53ca\u5143\u6570\u636e&#xff0c;\u4fbf\u4e8e\u5d4c\u5165\u73b0\u6709\u4e1a\u52a1\u6d41\u7a0b\u3002<\/p>\n<h3>3. \u90e8\u7f72\u5b9e\u8df5\u4e0e\u5de5\u7a0b\u843d\u5730\u8981\u70b9<\/h3>\n<h4>3.1 \u955c\u50cf\u542f\u52a8\u4e0e\u73af\u5883\u51c6\u5907<\/h4>\n<p>\u672c\u9879\u76ee\u5df2\u6253\u5305\u4e3a\u6807\u51c6\u5316 Docker \u955c\u50cf&#xff0c;\u53ef\u5728\u4efb\u610f\u652f\u6301\u5bb9\u5668\u5316\u7684 Linux \u4e3b\u673a\u4e0a\u8fd0\u884c\u3002\u65e0\u9700\u624b\u52a8\u914d\u7f6e Python \u73af\u5883\u6216\u5b89\u88c5\u4f9d\u8d56\u3002<\/p>\n<p>\u6700\u4f4e\u786c\u4ef6\u8981\u6c42&#xff1a; &#8211; CPU&#xff1a;x86_64 \u67b6\u6784&#xff0c;\u81f3\u5c11 2 \u6838 &#8211; \u5185\u5b58&#xff1a;\u2265 6GB &#8211; \u5b58\u50a8&#xff1a;\u2265 10GB&#xff08;\u542b\u6a21\u578b\u7f13\u5b58\u7a7a\u95f4&#xff09; &#8211; \u7cfb\u7edf&#xff1a;Ubuntu 20.04 \u6216 CentOS 7&#043;<\/p>\n<p>\u542f\u52a8\u547d\u4ee4\u793a\u4f8b&#xff1a;<\/p>\n<p>docker run -d \\\\<br \/>\n  &#8211;name indextts \\\\<br \/>\n  -p 8080:8080 \\\\<br \/>\n  your-mirror-registry\/index-tts-2-llm:latest<\/p>\n<p>\u5bb9\u5668\u542f\u52a8\u540e&#xff0c;\u670d\u52a1\u5c06\u76d1\u542c 8080 \u7aef\u53e3&#xff0c;\u53ef\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee Web \u63a7\u5236\u53f0\u3002<\/p>\n<h4>3.2 \u4f7f\u7528\u6d41\u7a0b\u8be6\u89e3<\/h4>\n<li>\n<p>\u7b49\u5f85\u955c\u50cf\u521d\u59cb\u5316\u5b8c\u6210 \u9996\u6b21\u542f\u52a8\u9700\u52a0\u8f7d\u6a21\u578b\u81f3\u5185\u5b58&#xff0c;\u8017\u65f6\u7ea6 2~3 \u5206\u949f&#xff0c;\u8bf7\u8010\u5fc3\u7b49\u5f85\u65e5\u5fd7\u8f93\u51fa \u201cService is ready\u201d\u3002<\/p>\n<\/li>\n<li>\n<p>\u6253\u5f00 WebUI \u9875\u9762 \u70b9\u51fb\u5e73\u53f0\u63d0\u4f9b\u7684 HTTP \u8bbf\u95ee\u5165\u53e3&#xff0c;\u8fdb\u5165\u53ef\u89c6\u5316\u64cd\u4f5c\u754c\u9762\u3002<\/p>\n<\/li>\n<li>\n<p>\u8f93\u5165\u5f85\u5408\u6210\u6587\u672c \u5728\u4e3b\u6587\u672c\u6846\u4e2d\u8f93\u5165\u5185\u5bb9&#xff0c;\u652f\u6301\u4e2d\u82f1\u6587\u6df7\u5408\u8f93\u5165&#xff0c;\u6700\u5927\u957f\u5ea6\u5efa\u8bae\u4e0d\u8d85\u8fc7 500 \u5b57\u7b26\u3002<\/p>\n<\/li>\n<li>\n<p>\u9009\u62e9\u8bed\u97f3\u53c2\u6570&#xff08;\u53ef\u9009&#xff09; <\/p>\n<\/li>\n<li>\u8bed\u97f3\u7c7b\u578b&#xff1a;\u7537\u58f0 \/ \u5973\u58f0 \/ \u7ae5\u58f0<\/li>\n<li>\u8bed\u901f\u8c03\u8282&#xff1a;0.8x ~ 1.2x<\/li>\n<li>\n<p>\u60c5\u611f\u6a21\u5f0f&#xff1a;\u6b63\u5e38 \/ \u6d3b\u6cfc \/ \u6292\u60c5&#xff08;\u7531 LLM \u81ea\u52a8\u9002\u914d&#xff09;<\/p>\n<\/li>\n<li>\n<p>\u70b9\u51fb\u201c&#x1f50a; \u5f00\u59cb\u5408\u6210\u201d\u6309\u94ae \u7cfb\u7edf\u5f00\u59cb\u5904\u7406\u8bf7\u6c42&#xff0c;\u9875\u9762\u663e\u793a\u8fdb\u5ea6\u6761\u3002<\/p>\n<\/li>\n<li>\n<p>\u5728\u7ebf\u8bd5\u542c\u4e0e\u4e0b\u8f7d \u5408\u6210\u5b8c\u6210\u540e&#xff0c;\u97f3\u9891\u64ad\u653e\u5668\u81ea\u52a8\u52a0\u8f7d&#xff0c;\u652f\u6301\u6682\u505c\u3001\u91cd\u64ad\u548c MP3 \u4e0b\u8f7d\u3002<\/p>\n<\/li>\n<h4>3.3 \u5e38\u89c1\u95ee\u9898\u4e0e\u4f18\u5316\u5efa\u8bae<\/h4>\n<h5>Q1&#xff1a;\u9996\u6b21\u5408\u6210\u5ef6\u8fdf\u8f83\u9ad8&#xff1f;<\/h5>\n<p>A&#xff1a;\u8fd9\u662f\u6b63\u5e38\u73b0\u8c61\u3002\u9996\u6b21\u63a8\u7406\u9700\u5b8c\u6210 JIT \u7f16\u8bd1\u548c\u6743\u91cd\u52a0\u8f7d\u3002\u540e\u7eed\u8bf7\u6c42\u54cd\u5e94\u901f\u5ea6\u4f1a\u663e\u8457\u63d0\u5347\u3002<\/p>\n<h5>Q2&#xff1a;\u957f\u65f6\u95f4\u8fd0\u884c\u51fa\u73b0\u5185\u5b58\u4e0d\u8db3&#xff1f;<\/h5>\n<p>A&#xff1a;\u5efa\u8bae\u8bbe\u7f6e\u5b9a\u65f6\u91cd\u542f\u4efb\u52a1&#xff08;\u5982\u6bcf\u5929\u51cc\u6668&#xff09;&#xff0c;\u6e05\u7406\u7f13\u5b58\u5e76\u91ca\u653e\u5185\u5b58\u3002\u4e5f\u53ef\u901a\u8fc7 -e MAX_REQUESTS&#061;100 \u53c2\u6570\u9650\u5236\u5355\u4e2a\u5bb9\u5668\u5904\u7406\u8bf7\u6c42\u6570\u3002<\/p>\n<h5>Q3&#xff1a;\u5982\u4f55\u6279\u91cf\u5904\u7406\u5927\u91cf\u6587\u672c&#xff1f;<\/h5>\n<p>A&#xff1a;\u63a8\u8350\u4f7f\u7528 API \u6a21\u5f0f&#xff0c;\u5e76\u642d\u914d\u6d88\u606f\u961f\u5217&#xff08;\u5982 RabbitMQ&#xff09;\u505a\u5f02\u6b65\u8c03\u5ea6&#xff0c;\u907f\u514d\u963b\u585e\u4e3b\u7ebf\u7a0b\u3002<\/p>\n<h5>\u6027\u80fd\u4f18\u5316\u5efa\u8bae&#xff1a;<\/h5>\n<ul>\n<li>\u82e5\u670d\u52a1\u5668\u652f\u6301 AVX512 \u6307\u4ee4\u96c6&#xff0c;\u53ef\u5728\u542f\u52a8\u65f6\u6dfb\u52a0\u73af\u5883\u53d8\u91cf&#xff1a;-e USE_AVX512&#061;true<\/li>\n<li>\u542f\u7528 Gunicorn \u591a\u5de5\u4f5c\u8fdb\u7a0b\u6a21\u5f0f&#xff08;\u9ed8\u8ba4\u4e3a\u5355\u8fdb\u7a0b&#xff09;&#xff0c;\u63d0\u9ad8\u5e76\u53d1\u5904\u7406\u80fd\u529b<\/li>\n<li>\u5c06\u97f3\u9891\u5b58\u50a8\u6302\u8f7d\u81f3\u72ec\u7acb\u78c1\u76d8\u5206\u533a&#xff0c;\u907f\u514d I\/O \u7ade\u4e89<\/li>\n<\/ul>\n<h3>4. \u5e94\u7528\u573a\u666f\u4e0e\u6027\u4ef7\u6bd4\u5206\u6790<\/h3>\n<h4>4.1 \u5178\u578b\u5e94\u7528\u573a\u666f<\/h4>\n<table>\n<tr>\u573a\u666f\u9700\u6c42\u7279\u5f81\u672c\u65b9\u6848\u4f18\u52bf<\/tr>\n<tbody>\n<tr>\n<td>\u6709\u58f0\u8bfb\u7269\u751f\u6210<\/td>\n<td>\u957f\u6587\u672c\u3001\u9ad8\u81ea\u7136\u5ea6<\/td>\n<td>LLM \u97f5\u5f8b\u5efa\u6a21\u4f18\u4e8e\u4f20\u7edf\u62fc\u63a5\u6cd5<\/td>\n<\/tr>\n<tr>\n<td>\u6559\u80b2\u8bfe\u4ef6\u914d\u97f3<\/td>\n<td>\u591a\u89d2\u8272\u3001\u6e05\u6670\u53d1\u97f3<\/td>\n<td>\u652f\u6301\u591a\u79cd\u97f3\u8272\u5207\u6362<\/td>\n<\/tr>\n<tr>\n<td>\u667a\u80fd\u5ba2\u670d\u64ad\u62a5<\/td>\n<td>\u9ad8\u53ef\u7528\u3001\u4f4e\u5ef6\u8fdf<\/td>\n<td>\u53cc\u5f15\u64ce\u4fdd\u969c\u4e0d\u4e2d\u65ad<\/td>\n<\/tr>\n<tr>\n<td>\u89c6\u9891\u5b57\u5e55\u914d\u97f3<\/td>\n<td>\u5feb\u901f\u751f\u6210\u3001\u683c\u5f0f\u517c\u5bb9<\/td>\n<td>\u8f93\u51fa MP3\/WAV&#xff0c;\u65e0\u7f1d\u5bf9\u63a5\u526a\u8f91\u8f6f\u4ef6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>4.2 \u6210\u672c\u5bf9\u6bd4&#xff1a;GPU vs CPU \u90e8\u7f72<\/h4>\n<table>\n<tr>\u7ef4\u5ea6GPU \u65b9\u6848&#xff08;A10\/A100&#xff09;\u672c CPU \u65b9\u6848<\/tr>\n<tbody>\n<tr>\n<td>\u5355\u5b9e\u4f8b\u6708\u6210\u672c<\/td>\n<td>\u00a51500 ~ \u00a53000<\/td>\n<td>\u00a5300 ~ \u00a5600<\/td>\n<\/tr>\n<tr>\n<td>\u662f\u5426\u9700\u8981\u4e13\u4e1a\u8fd0\u7ef4<\/td>\n<td>\u662f&#xff08;CUDA\/driver\u7ba1\u7406&#xff09;<\/td>\n<td>\u5426&#xff08;\u5f00\u7bb1\u5373\u7528&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u6269\u5c55\u7075\u6d3b\u6027<\/td>\n<td>\u53d7\u9650\u4e8e GPU \u5b9e\u4f8b\u4f9b\u7ed9<\/td>\n<td>\u53ef\u81ea\u7531\u6a2a\u5411\u6269\u5c55<\/td>\n<\/tr>\n<tr>\n<td>\u9002\u5408\u9636\u6bb5<\/td>\n<td>\u9ad8\u5e76\u53d1\u7ebf\u4e0a\u670d\u52a1<\/td>\n<td>\u4e2d\u5c0f\u89c4\u6a21\u3001\u9884\u7b97\u6709\u9650\u9879\u76ee<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u53ef\u4ee5\u770b\u51fa&#xff0c;\u5bf9\u4e8e\u65e5\u5747\u8bf7\u6c42\u91cf\u4f4e\u4e8e 5000 \u6b21\u7684\u5e94\u7528&#xff0c;CPU \u90e8\u7f72\u7684\u6210\u672c\u6548\u76ca\u6bd4\u8fdc\u8d85 GPU \u65b9\u6848&#xff0c;\u4e14\u7ef4\u62a4\u66f4\u7b80\u5355\u3002<\/p>\n<h3>5. \u603b\u7ed3<\/h3>\n<h3>5.1 \u6838\u5fc3\u4ef7\u503c\u56de\u987e<\/h3>\n<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u57fa\u4e8e kusururi\/IndexTTS-2-LLM \u6a21\u578b\u7684\u4f4e\u6210\u672c\u8bed\u97f3\u5408\u6210\u90e8\u7f72\u65b9\u6848&#xff0c;\u6210\u529f\u5b9e\u73b0\u4e86\u5728\u65e0\u663e\u5361\u670d\u52a1\u5668\u4e0a\u7684\u9ad8\u8d28\u91cf TTS \u670d\u52a1\u8fd0\u884c\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4f53\u73b0\u5728\u4e09\u4e2a\u65b9\u9762&#xff1a;<\/p>\n<li>\u6280\u672f\u521b\u65b0\u6027&#xff1a;\u9996\u6b21\u5c06 LLM \u9a71\u52a8\u7684\u8bed\u97f3\u5408\u6210\u6a21\u578b\u9002\u914d\u81f3 CPU \u73af\u5883&#xff0c;\u7a81\u7834\u7b97\u529b\u4f9d\u8d56&#xff1b;<\/li>\n<li>\u5de5\u7a0b\u5b9e\u7528\u6027&#xff1a;\u901a\u8fc7\u4f9d\u8d56\u4f18\u5316\u3001\u53cc\u5f15\u64ce\u5907\u4efd\u548c\u5168\u6808\u63a5\u53e3\u8bbe\u8ba1&#xff0c;\u8fbe\u5230\u751f\u4ea7\u53ef\u7528\u6807\u51c6&#xff1b;<\/li>\n<li>\u7ecf\u6d4e\u9ad8\u6548\u6027&#xff1a;\u76f8\u6bd4 GPU \u90e8\u7f72\u8282\u7701 70% \u4ee5\u4e0a\u6210\u672c&#xff0c;\u7279\u522b\u9002\u5408\u521d\u521b\u56e2\u961f\u548c\u8fb9\u7f18\u573a\u666f\u3002<\/li>\n<h3>5.2 \u5b9e\u8df5\u5efa\u8bae\u4e0e\u672a\u6765\u5c55\u671b<\/h3>\n<ul>\n<li>\u63a8\u8350\u4f18\u5148\u5c1d\u8bd5\u573a\u666f&#xff1a;\u5185\u5bb9\u521b\u4f5c\u8f85\u52a9\u3001\u5185\u90e8\u57f9\u8bad\u6750\u6599\u751f\u6210\u3001\u8f7b\u91cf\u7ea7 IVR \u7cfb\u7edf<\/li>\n<li>\u77ed\u671f\u4f18\u5316\u65b9\u5411&#xff1a;\u63a2\u7d22\u91cf\u5316\u538b\u7f29&#xff08;INT8&#xff09;\u8fdb\u4e00\u6b65\u63d0\u5347 CPU \u63a8\u7406\u901f\u5ea6<\/li>\n<li>\u957f\u671f\u53d1\u5c55\u8def\u5f84&#xff1a;\u7ed3\u5408 ASR \u6784\u5efa\u5b8c\u6574\u8bed\u97f3\u5bf9\u8bdd\u95ed\u73af&#xff0c;\u6253\u9020\u8f7b\u91cf\u7248\u201c\u8bed\u97f3\u5927\u6a21\u578b\u5de5\u4f5c\u7ad9\u201d<\/li>\n<\/ul>\n<p>\u968f\u7740\u6a21\u578b\u538b\u7f29\u6280\u672f\u548c CPU \u8ba1\u7b97\u80fd\u529b\u7684\u6301\u7eed\u8fdb\u6b65&#xff0c;\u672a\u6765\u201c\u96f6\u663e\u5361\u8dd1\u5927\u6a21\u578b\u201d\u5c06\u6210\u4e3a\u66f4\u591a\u4f01\u4e1a\u7684\u73b0\u5b9e\u9009\u62e9\u3002IndexTTS-2-LLM \u7684\u6210\u529f\u90e8\u7f72&#xff0c;\u6b63\u662f\u8fd9\u4e00\u8d8b\u52bf\u4e0b\u7684\u6709\u529b\u9a8c\u8bc1\u3002<\/p>\n<hr \/>\n<p>\u83b7\u53d6\u66f4\u591aAI\u955c\u50cf<\/p>\n<p>\u60f3\u63a2\u7d22\u66f4\u591aAI\u955c\u50cf\u548c\u5e94\u7528\u573a\u666f&#xff1f;\u8bbf\u95ee CSDN\u661f\u56fe\u955c\u50cf\u5e7f\u573a&#xff0c;\u63d0\u4f9b\u4e30\u5bcc\u7684\u9884\u7f6e\u955c\u50cf&#xff0c;\u8986\u76d6\u5927\u6a21\u578b\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u3001\u6a21\u578b\u5fae\u8c03\u7b49\u591a\u4e2a\u9886\u57df&#xff0c;\u652f\u6301\u4e00\u952e\u90e8\u7f72\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>IndexTTS-2-LLM\u7701\u94b1\u90e8\u7f72&#xff1a;\u96f6\u663e\u5361\u670d\u52a1\u5668\u4e5f\u80fd\u8dd1\u9ad8\u8d28\u91cf\u8bed\u97f3<br \/>\n1. \u9879\u76ee\u80cc\u666f\u4e0e\u6280\u672f\u4ef7\u503c<br \/>\n\u968f\u7740\u5927\u8bed\u8a00\u6a21\u578b&#xff08;LLM&#xff09;\u5728\u591a\u6a21\u6001\u9886\u57df\u7684\u6301\u7eed\u7a81\u7834&#xff0c;\u8bed\u97f3\u5408\u6210\u6280\u672f\u6b63\u4ece\u4f20\u7edf\u7684\u89c4\u5219\u9a71\u52a8\u5411\u8bed\u4e49\u7406\u89e3\u9a71\u52a8\u6f14\u8fdb\u3002\u4f20\u7edf TTS \u7cfb\u7edf\u867d\u7136\u6210\u719f\u7a33\u5b9a&#xff0c;\u4f46\u5728\u60c5\u611f\u8868\u8fbe\u3001\u8bed\u8c03\u8fde\u8d2f\u6027\u548c\u81ea\u7136\u5ea6\u65b9\u9762\u5b58\u5728\u660e\u663e\u74f6\u9888\u3002\u800c\u57fa\u4e8e LLM \u7684\u65b0\u4e00\u4ee3\u8bed\u97f3\u5408\u6210\u6a21\u578b\u5982 IndexTTS-2-LLM&#xff0c;\u901a\u8fc7\u6df1\u5ea6\u878d\u5408\u6587\u672c\u8bed\u4e49\u4e0e\u8bed\u97f3\u97f5\u5f8b\u5efa\u6a21&amp;#xff0c<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"topic":[],"class_list":["post-61619","post","type-post","status-publish","format-standard","hentry","category-server"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>IndexTTS-2-LLM\u7701\u94b1\u90e8\u7f72\uff1a\u96f6\u663e\u5361\u670d\u52a1\u5668\u4e5f\u80fd\u8dd1\u9ad8\u8d28\u91cf\u8bed\u97f3 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/61619.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"IndexTTS-2-LLM\u7701\u94b1\u90e8\u7f72\uff1a\u96f6\u663e\u5361\u670d\u52a1\u5668\u4e5f\u80fd\u8dd1\u9ad8\u8d28\u91cf\u8bed\u97f3 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"IndexTTS-2-LLM\u7701\u94b1\u90e8\u7f72&#xff1a;\u96f6\u663e\u5361\u670d\u52a1\u5668\u4e5f\u80fd\u8dd1\u9ad8\u8d28\u91cf\u8bed\u97f3 1. \u9879\u76ee\u80cc\u666f\u4e0e\u6280\u672f\u4ef7\u503c 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