{"id":30970,"date":"2025-05-06T23:50:04","date_gmt":"2025-05-06T15:50:04","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30970"},"modified":"2025-07-14T00:36:05","modified_gmt":"2025-07-13T16:36:05","slug":"mad-professor","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/mad-professor\/","title":{"rendered":"Mad Professor\uff1a\u8f85\u52a9\u9605\u8bfb\u548c\u5206\u6790\u5b66\u672f\u8bba\u6587\u7684AI\u5de5\u5177"},"content":{"rendered":"<p>Mad Professor\uff08\u66b4\u8e81\u7684\u6559\u6388\u8bfb\u8bba\u6587\uff09 \u662f\u4e00\u4e2a\u5f00\u6e90\u7684 AI \u5b66\u672f\u5de5\u5177\uff0c\u4e13\u4e3a\u7814\u7a76\u4eba\u5458\u548c\u5b66\u751f\u8bbe\u8ba1\uff0c\u65e8\u5728\u7b80\u5316\u5b66\u672f\u8bba\u6587\u7684\u9605\u8bfb\u548c\u5206\u6790\u3002\u5b83\u96c6\u6210\u4e86 PDF \u5904\u7406\u3001AI \u7ffb\u8bd1\u3001RAG \u68c0\u7d22\u3001AI \u95ee\u7b54\u548c\u8bed\u97f3\u4ea4\u4e92\u7b49\u529f\u80fd\u3002\u7528\u6237\u53ef\u4ee5\u5bfc\u5165 PDF \u8bba\u6587\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u63d0\u53d6\u5185\u5bb9\u3001\u7ffb\u8bd1\u5e76\u751f\u6210\u7ed3\u6784\u5316\u6587\u672c\uff0c\u652f\u6301\u4e2d\u82f1\u6587\u5bf9\u7167\u9605\u8bfb\u3002Mad Professor \u901a\u8fc7\u667a\u80fd\u95ee\u7b54\u548c\u8bed\u97f3\u4ea4\u4e92\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u7406\u89e3\u8bba\u6587\u5185\u5bb9\u3002\u5b83\u8fd8\u63d0\u4f9b\u5206\u5c4f\u754c\u9762\uff0c\u5de6\u4fa7\u663e\u793a\u8bba\u6587\uff0c\u53f3\u4fa7\u5c55\u793a AI \u5bf9\u8bdd\uff0c\u65b9\u4fbf\u7528\u6237\u8fb9\u8bfb\u8fb9\u95ee\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-30971\" title=\"Mad Professor\uff1a\u8f85\u52a9\u9605\u8bfb\u548c\u5206\u6790\u5b66\u672f\u8bba\u6587\u7684\u7efc\u5408AI\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/63a4a9b80d67713.jpg\" alt=\"Mad Professor\uff1a\u8f85\u52a9\u9605\u8bfb\u548c\u5206\u6790\u5b66\u672f\u8bba\u6587\u7684\u7efc\u5408AI\u5de5\u5177-1\" width=\"1400\" height=\"900\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/63a4a9b80d67713.jpg 1400w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/63a4a9b80d67713-768x494.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/63a4a9b80d67713-18x12.jpg 18w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>PDF \u5185\u5bb9\u63d0\u53d6\u4e0e\u7ed3\u6784\u5316<\/strong>\uff1a\u81ea\u52a8\u4ece PDF \u8bba\u6587\u4e2d\u63d0\u53d6\u6587\u672c\uff0c\u751f\u6210\u7ed3\u6784\u5316\u5185\u5bb9\uff0c\u652f\u6301\u591a\u7bc7\u8bba\u6587\u6279\u91cf\u5904\u7406\u3002<\/li>\n<li><strong>AI \u7ffb\u8bd1\u4e0e\u4e2d\u82f1\u6587\u5bf9\u7167<\/strong>\uff1a\u5c06\u8bba\u6587\u5185\u5bb9\u7ffb\u8bd1\u4e3a\u4e2d\u6587\u6216\u82f1\u6587\uff0c\u63d0\u4f9b\u5bf9\u7167\u9605\u8bfb\u6a21\u5f0f\u3002<\/li>\n<li><strong>RAG \u68c0\u7d22\u7cfb\u7edf<\/strong>\uff1a\u57fa\u4e8e\u5411\u91cf\u68c0\u7d22\u6280\u672f\uff0c\u5feb\u901f\u63d0\u53d6\u8bba\u6587\u4e2d\u7684\u5173\u952e\u4fe1\u606f\u548c\u4e0a\u4e0b\u6587\u3002<\/li>\n<li><strong>AI \u667a\u80fd\u95ee\u7b54<\/strong>\uff1a\u652f\u6301\u7528\u6237\u901a\u8fc7\u6587\u5b57\u6216\u8bed\u97f3\u63d0\u95ee\uff0cAI \u63d0\u4f9b\u7cbe\u51c6\u7684\u8bba\u6587\u76f8\u5173\u89e3\u7b54\u3002<\/li>\n<li><strong>\u8bed\u97f3\u4ea4\u4e92\u4e0e TTS<\/strong>\uff1a\u5185\u7f6e\u8bed\u97f3\u8f93\u5165\u8bc6\u522b\u548c\u6587\u672c\u8f6c\u8bed\u97f3\u529f\u80fd\uff0c\u6a21\u62df\u6559\u6388\u5f0f\u5bf9\u8bdd\u3002<\/li>\n<li><strong>\u5206\u5c4f\u4ea4\u4e92\u754c\u9762<\/strong>\uff1a\u5de6\u4fa7\u663e\u793a\u8bba\u6587\u5185\u5bb9\uff0c\u53f3\u4fa7\u4e3a AI \u95ee\u7b54\u533a\u57df\uff0c\u64cd\u4f5c\u76f4\u89c2\u3002<\/li>\n<li><strong>\u6279\u91cf\u6587\u4ef6\u5904\u7406<\/strong>\uff1a\u652f\u6301\u5c06\u591a\u7bc7 PDF \u653e\u5165\u00a0<code>data<\/code>\u00a0\u6587\u4ef6\u5939\uff0c\u81ea\u52a8\u68c0\u6d4b\u5e76\u6279\u91cf\u5904\u7406\u3002<\/li>\n<li><strong>\u5f02\u6b65\u4efb\u52a1\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7\u7ebf\u7a0b\u7ba1\u7406\u4f18\u5316\u6027\u80fd\uff0c\u652f\u6301\u5e76\u53d1\u4efb\u52a1\u5904\u7406\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Mad Professor \u662f\u4e00\u4e2a Python \u5f00\u53d1\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u9700\u5728\u672c\u5730\u73af\u5883\u4e2d\u5b89\u88c5\u8fd0\u884c\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u9879\u76ee\u4ee3\u7801<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u4ece GitHub \u514b\u9686\u9879\u76ee\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/LYiHub\/mad-professor-public.git\r\ncd mad-professor-public<\/code><\/pre>\n<\/li>\n<\/ol>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5 Python \u73af\u5883<\/strong><br \/>\n\u786e\u4fdd\u7cfb\u7edf\u4e2d\u5b89\u88c5\u4e86 Python 3.8 \u6216\u4ee5\u4e0a\u7248\u672c\u3002\u63a8\u8350\u4f7f\u7528\u865a\u62df\u73af\u5883\uff1a<\/p>\n<pre><code>python -m venv venv\r\nsource venv\/bin\/activate  # Windows \u7528\u6237\u8fd0\u884c venv\\Scripts\\activate\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u9879\u76ee\u4f9d\u8d56\u5305\u62ec MiniMax \u7684\u8bed\u97f3\u670d\u52a1\u548c\u5176\u4ed6 Python \u5e93\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<p>\u786e\u4fdd\u00a0<code>requirements.txt<\/code>\u00a0\u6587\u4ef6\u5305\u542b\u6240\u6709\u5fc5\u8981\u7684\u5e93\uff0c\u5982\u00a0<code>PyPDF2<\/code>\u3001<code>numpy<\/code>\u00a0\u7b49\u3002<\/li>\n<li><strong>\u914d\u7f6e MiniMax \u8bed\u97f3\u670d\u52a1<\/strong><br \/>\nMad Professor \u4f7f\u7528 MiniMax \u7684 TTS\uff08\u6587\u672c\u8f6c\u8bed\u97f3\uff09\u670d\u52a1\uff0c\u9700\u914d\u7f6e\u8bed\u97f3 ID\uff1a<\/p>\n<ul>\n<li>\u8bbf\u95ee MiniMax \u5b98\u65b9\u6587\u6863\uff1a&lt;https:\/\/platform.minimaxi.com\/document\/Voice Cloning&gt;<\/li>\n<li>\u521b\u5efa\u6216\u4f7f\u7528\u73b0\u6709\u7684\u00a0<code>voice_id<\/code>\u3002<\/li>\n<li>\u4fee\u6539\u00a0<code>TTS_manager.py<\/code>\u00a0\u6587\u4ef6\u4e2d\u7684\u00a0<code>build_tts_stream_body<\/code>\u00a0\u65b9\u6cd5\uff0c\u5c06\u00a0<code>voice_id<\/code>\u00a0\u53c2\u6570\u66ff\u6362\u4e3a\u4f60\u7684 ID\u3002\u4f8b\u5982\uff1a\n<pre><code>body = json.dumps({\r\n\"model\": \"speech-02-turbo\",\r\n\"text\": text,\r\n\"stream\": True,\r\n\"voice_setting\": {\r\n\"voice_id\": \"your_voice_id_here\",\r\n\"speed\": 1,\r\n\"vol\": 1,\r\n\"<a href=\"https:\/\/www.kdjingpai.com\/ja\/pitch\/\">pitch<\/a>\": 0,\r\n\"emotion\": mapped_emotion\r\n},\r\n\"audio_setting\": {\r\n\"sample_rate\": 32000,\r\n\"bitrate\": 128000,\r\n\"format\": \"pcm\",\r\n\"channel\": 1\r\n}\r\n})\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u51c6\u5907\u8bba\u6587\u6587\u4ef6<\/strong><br \/>\n\u5c06\u9700\u8981\u5904\u7406\u7684 PDF \u8bba\u6587\u653e\u5165\u9879\u76ee\u6839\u76ee\u5f55\u4e0b\u7684\u00a0<code>data<\/code>\u00a0\u6587\u4ef6\u5939\u3002\u7a0b\u5e8f\u4f1a\u81ea\u52a8\u68c0\u6d4b\u5e76\u6279\u91cf\u5904\u7406\u8fd9\u4e9b\u6587\u4ef6\u3002<\/li>\n<li><strong>\u8fd0\u884c\u7a0b\u5e8f<\/strong><br \/>\n\u542f\u52a8\u4e3b\u7a0b\u5e8f\uff1a<\/p>\n<pre><code>python AI_professor_UI.py\r\n<\/code><\/pre>\n<p>\u7a0b\u5e8f\u8fd0\u884c\u540e\uff0c\u4f1a\u6253\u5f00\u4e00\u4e2a\u56fe\u5f62\u754c\u9762\uff0c\u663e\u793a\u8bba\u6587\u5185\u5bb9\u548c AI \u4ea4\u4e92\u533a\u57df\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<h4>\u5bfc\u5165\u548c\u5904\u7406\u8bba\u6587<\/h4>\n<ul>\n<li>\u5c06 PDF \u6587\u4ef6\u653e\u5165\u00a0<code>data<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<li>\u542f\u52a8\u7a0b\u5e8f\u540e\uff0c\u5de5\u5177\u4f1a\u81ea\u52a8\u626b\u63cf\u00a0<code>data<\/code>\u00a0\u6587\u4ef6\u5939\uff0c\u63d0\u53d6 PDF \u5185\u5bb9\u5e76\u751f\u6210\u7ed3\u6784\u5316\u6587\u672c\u3002<\/li>\n<li>\u63d0\u53d6\u7ed3\u679c\u663e\u793a\u5728\u754c\u9762\u5de6\u4fa7\uff0c\u652f\u6301\u4e2d\u82f1\u6587\u5bf9\u7167\u6a21\u5f0f\u3002\u70b9\u51fb\u754c\u9762\u4e0a\u7684\u201c\u7ffb\u8bd1\u201d\u6309\u94ae\uff0c\u53ef\u5207\u6362\u8bed\u8a00\u3002<\/li>\n<\/ul>\n<h4>AI \u95ee\u7b54\u4e0e\u8bed\u97f3\u4ea4\u4e92<\/h4>\n<ul>\n<li>\u5728\u754c\u9762\u53f3\u4fa7\u7684\u95ee\u7b54\u533a\u57df\uff0c\u8f93\u5165\u6587\u5b57\u6216\u4f7f\u7528\u9ea6\u514b\u98ce\u63d0\u95ee\u3002\u4f8b\u5982\uff1a\u201c\u8fd9\u7bc7\u8bba\u6587\u7684\u7814\u7a76\u65b9\u6cd5\u662f\u4ec0\u4e48\uff1f\u201d<\/li>\n<li>\u5982\u679c\u4f7f\u7528\u8bed\u97f3\u8f93\u5165\uff0c\u786e\u4fdd\u9ea6\u514b\u98ce\u8bbe\u5907\u6b63\u5e38\u3002\u82e5\u6307\u793a\u706f\u672a\u53d8\u9ec4\uff0c\u5c1d\u8bd5\u66f4\u6362\u8f93\u5165\u8bbe\u5907\u3002<\/li>\n<li>AI \u4f1a\u5206\u6790\u8bba\u6587\u5185\u5bb9\u5e76\u7ed9\u51fa\u7cbe\u51c6\u56de\u7b54\u3002\u70b9\u51fb\u201c\u8bed\u97f3\u64ad\u653e\u201d\u6309\u94ae\uff0c\u7b54\u6848\u5c06\u4ee5 TTS \u5f62\u5f0f\u6717\u8bfb\u3002<\/li>\n<li>\u8bed\u97f3\u8f93\u51fa\u7684\u97f3\u91cf\u3001\u8bed\u901f\u548c\u97f3\u8c03\u53ef\u5728\u00a0<code>TTS_manager.py<\/code>\u00a0\u4e2d\u8c03\u6574\u3002<\/li>\n<\/ul>\n<h4>\u5206\u5c4f\u754c\u9762\u64cd\u4f5c<\/h4>\n<ul>\n<li>\u5de6\u4fa7\u663e\u793a\u8bba\u6587\u539f\u6587\u6216\u7ffb\u8bd1\u5185\u5bb9\uff0c\u53ef\u6eda\u52a8\u67e5\u770b\u3002<\/li>\n<li>\u53f3\u4fa7\u4e3a AI \u5bf9\u8bdd\u7a97\u53e3\uff0c\u652f\u6301\u5b9e\u65f6\u95ee\u7b54\u3002<\/li>\n<li>\u754c\u9762\u652f\u6301 Markdown \u6e32\u67d3\uff0cAI \u56de\u7b54\u4ee5\u6e05\u6670\u7684\u6d88\u606f\u6c14\u6ce1\u5f62\u5f0f\u5c55\u793a\u3002<\/li>\n<\/ul>\n<h4>\u6279\u91cf\u5904\u7406<\/h4>\n<ul>\n<li>\u82e5\u9700\u5904\u7406\u591a\u7bc7\u8bba\u6587\uff0c\u5c06\u6240\u6709 PDF \u6587\u4ef6\u653e\u5165\u00a0<code>data<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<li>\u7a0b\u5e8f\u4f1a\u9010\u4e00\u5904\u7406\u672a\u89e3\u6790\u7684\u6587\u4ef6\uff0c\u751f\u6210\u7ed3\u6784\u5316\u5185\u5bb9\u5e76\u5b58\u50a8\u5728\u672c\u5730\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u786e\u4fdd\u7f51\u7edc\u8fde\u63a5\u7a33\u5b9a\uff0cMiniMax \u7684 TTS \u670d\u52a1\u9700\u8981\u8054\u7f51\u3002<\/li>\n<li>\u68c0\u67e5\u00a0<code>data<\/code>\u00a0\u6587\u4ef6\u5939\u6743\u9650\uff0c\u786e\u4fdd\u7a0b\u5e8f\u53ef\u8bfb\u5199\u3002<\/li>\n<li>\u5982\u679c\u8bed\u97f3\u8f93\u5165\u5931\u8d25\uff0c\u68c0\u67e5\u9ea6\u514b\u98ce\u8bbe\u7f6e\u6216\u66f4\u6362\u8bbe\u5907\u3002<\/li>\n<li>\u9879\u76ee\u4e3a\u5f00\u6e90\u8f6f\u4ef6\uff0c\u5efa\u8bae\u67e5\u770b GitHub \u4e0a\u7684\u6700\u65b0\u6587\u6863\u4ee5\u83b7\u53d6\u66f4\u65b0\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u4f7f\u7528 Mad Professor \u5feb\u901f\u9605\u8bfb\u548c\u7406\u89e3\u590d\u6742\u8bba\u6587\u3002\u5de5\u5177\u7684 AI \u95ee\u7b54\u529f\u80fd\u80fd\u89e3\u7b54\u4e13\u4e1a\u95ee\u9898\uff0c\u5982\u7814\u7a76\u65b9\u6cd5\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u7b49\uff0c\u8282\u7701\u67e5\u9605\u65f6\u95f4\u3002<\/li>\n<li><strong>\u5b66\u751f\u5b66\u4e60<\/strong><br \/>\n\u5b66\u751f\u53ef\u901a\u8fc7\u4e2d\u82f1\u6587\u5bf9\u7167\u6a21\u5f0f\u9605\u8bfb\u5916\u6587\u8bba\u6587\uff0c\u8bed\u97f3\u4ea4\u4e92\u529f\u80fd\u5e2e\u52a9\u7406\u89e3\u672f\u8bed\u548c\u6982\u5ff5\uff0c\u9002\u5408\u521d\u5b66\u8005\u3002<\/li>\n<li><strong>\u8bba\u6587\u7efc\u8ff0\u64b0\u5199<\/strong><br 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