{"id":102429,"date":"2026-09-08T19:41:17","date_gmt":"2026-09-08T11:41:17","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/102429.html"},"modified":"2026-09-08T19:41:17","modified_gmt":"2026-09-08T11:41:17","slug":"%e8%80%83%e7%a0%94%e7%9c%9f%e9%a2%98%e8%ae%b2%e8%a7%a3%e8%a7%86%e9%a2%91%e6%80%8e%e4%b9%88%e6%89%b9%e9%87%8f%e5%81%9a%ef%bc%9f%e4%b8%80%e6%9d%a1%e5%8f%af%e6%9b%bf%e6%8d%a2%e7%9a%84-ai-%e5%b7%a5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/102429.html","title":{"rendered":"\u8003\u7814\u771f\u9898\u8bb2\u89e3\u89c6\u9891\u600e\u4e48\u6279\u91cf\u505a\uff1f\u4e00\u6761\u53ef\u66ff\u6362\u7684 AI \u5de5\u4f5c\u6d41\u4ece\u8bb2\u9898\u7a3f\u5230\u6210\u7247"},"content":{"rendered":"<p>\u5148\u8bf4\u7ed3\u8bba&#xff1a;\u6279\u91cf\u505a\u8003\u7814\u771f\u9898\u8bb2\u89e3\u89c6\u9891\u7684\u6838\u5fc3\u4e0d\u662f\u201c\u4e00\u4e2a AI 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\/>\n<h3>\u4e00\u6761\u8003\u7814\u771f\u9898\u8bb2\u89e3\u89c6\u9891\u7684\u6279\u91cf\u751f\u4ea7\u5de5\u5177\u94fe<\/h3>\n<p>\u4e0b\u9762\u8fd9\u6761\u94fe\u8986\u76d6\u516d\u4e2a\u6280\u672f\u8282\u70b9&#xff0c;\u6bcf\u4e2a\u8282\u70b9\u6211\u90fd\u6807\u660e\u8f93\u5165\u3001\u5904\u7406\u3001\u8f93\u51fa\u548c\u53d6\u820d\u3002\u5de5\u5177\u53ef\u4ee5\u6362&#xff0c;\u4f46\u6bcf\u4e00\u73af\u7684\u529f\u80fd\u8fb9\u754c\u4e0d\u8981\u7701\u3002<\/p>\n<h4>\u8282\u70b9\u4e00&#xff1a;\u5185\u5bb9\u7406\u89e3\u4e0e\u53e3\u64ad\u7a3f\u7ed3\u6784\u5316<\/h4>\n<ul>\n<li>\u8f93\u5165&#xff1a;\u771f\u9898\u539f\u6587\u3001\u89e3\u6790\u3001\u8001\u5e08\u7684\u53e3\u5934\u8bb2\u89e3\u6216\u65e2\u6709\u8bb2\u4e49<\/li>\n<li>\u5904\u7406&#xff1a;\u7528\u5927\u6a21\u578b\u505a\u201c\u9898\u578b\u8bc6\u522b &#043; 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\u628a\u9898\u5e72\u5361\u7247\u3001\u9009\u9879\u6846\u3001\u63d0\u793a\u89d2\u6807\u53e0\u5728\u56fa\u5b9a\u5b89\u5168\u533a<\/li>\n<li>\u8f93\u51fa&#xff1a;\u540c\u4e00\u5957\u8bb2\u9898\u7a3f\u53ef\u4ee5\u8f93\u51fa\u6a2a\u5c4f\u7248\u548c\u7ad6\u5c4f\u7248\u7684\u6784\u56fe\u6a21\u677f<\/li>\n<li>\u53d6\u820d&#xff1a;\u7ad6\u5c4f\u4e0d\u662f\u201c\u628a\u6a2a\u5c4f\u88c1\u4e00\u4e0b\u201d\u3002\u9898\u5e72\u5361\u7247\u5fc5\u987b\u91cd\u65b0\u6392\u7248&#xff0c;\u5426\u5219\u516c\u5f0f\u4f1a\u5c0f\u5230\u770b\u4e0d\u6e05<\/li>\n<\/ul>\n<h4>\u8282\u70b9\u4e94&#xff1a;\u7d20\u6750\u5339\u914d\u4e0e\u753b\u9762\u7f16\u6392<\/h4>\n<ul>\n<li>\u8f93\u5165&#xff1a;\u6bcf\u6761\u8bb2\u9898\u53e3\u64ad\u7a3f &#043; \u9898\u5e72\/\u516c\u5f0f\/\u8868\u683c\u7d20\u6750 &#043; \u8001\u5e08\u7684\u5386\u53f2\u89c6\u9891\u7d20\u6750&#xff08;\u53ef\u9009&#xff09;<\/li>\n<li>\u5904\u7406&#xff1a;\u6309\u201c\u9898\u76ee\u5c55\u793a\u2192\u6761\u4ef6\u5f3a\u8c03\u2192\u6b65\u9aa4\u6f14\u793a\u2192\u603b\u7ed3\u56de\u987e\u201d\u7684\u8bed\u4e49\u8282\u70b9\u5339\u914d\u4e0d\u540c\u753b\u9762\u3002\u6700\u7701\u4e8b\u7684\u662f\u7eaf\u5361\u7247\u9a71\u52a8\u7684\u7f16\u6392&#xff1b;\u9700\u8981\u201c\u8001\u5e08\u51fa\u955c&#043;\u753b\u4e2d\u753b\u201d\u65f6&#xff0c;\u518d\u5f15\u5165\u5e26\u672c\u5730\u7d20\u6750\u8bed\u4e49\u5339\u914d\u7684\u5de5\u5177<\/li>\n<li>\u8f93\u51fa&#xff1a;\u5206\u955c\u7247\u6bb5\u5217\u8868<\/li>\n<li>\u53d6\u820d&#xff1a;\u7eaf\u5361\u7247\/\u52a8\u753b\u7f16\u6392\u7a33\u5b9a\u3001\u53ef\u6279\u91cf&#xff0c;\u4f46\u5f62\u5f0f\u5bb9\u6613\u5355\u8c03&#xff1b;\u5b8c\u5168\u627e\u5b9e\u62cd\u7d20\u6750\u6765\u5339\u914d\u201c\u62c9\u683c\u6717\u65e5\u4e2d\u503c\u5b9a\u7406\u201d\u8fd9\u79cd\u5185\u5bb9\u57fa\u672c\u627e\u4e0d\u5230\u597d\u753b\u9762&#xff0c;\u6240\u4ee5\u771f\u9898\u8bb2\u89e3\u573a\u666f\u4e0b&#xff0c;\u52a8\u753b&#043;\u5361\u7247\u6bd4\u5b9e\u62cd\u5339\u914d\u66f4\u5408\u7406<\/li>\n<\/ul>\n<h4>\u8282\u70b9\u516d&#xff1a;\u526a\u8f91\u3001\u5b57\u5e55\u5bf9\u9f50\u4e0e\u4eba\u5de5\u5ba1\u6838<\/h4>\n<ul>\n<li>\u8f93\u5165&#xff1a;\u914d\u97f3\u3001\u516c\u5f0f\u52a8\u753b\/\u9898\u5e72\u5361\u7247\u3001\u5206\u955c\u8868<\/li>\n<li>\u5904\u7406&#xff1a;\u7528 FFmpeg \u6216 Python MoviePy \u505a\u65f6\u95f4\u8f74\u62fc\u63a5\u3001\u5b57\u5e55\u70e7\u5f55&#xff1b;\u5b57\u5e55\u7528 faster-whisper \u751f\u6210&#xff0c;\u5e76\u7ed3\u5408\u53e3\u64ad\u7a3f\u505a diff \u6821\u6b63<\/li>\n<li>\u8f93\u51fa&#xff1a;\u6210\u7247<\/li>\n<li>\u53d6\u820d&#xff1a;\u5168\u81ea\u52a8\u5b57\u5e55\u5728\u4e13\u6709\u540d\u8bcd\u4e0a\u5fc5\u51fa\u9519&#xff0c;\u5fc5\u987b\u6709\u201c\u7a3f\u5b50&#043;\u8f6c\u5199\u201d\u6bd4\u5bf9\u73af\u8282\u3002\u5b81\u53ef\u6162\u4e00\u70b9&#xff0c;\u4e0d\u8981\u8ba9\u5b57\u5e55\u9519\u5f97\u660e\u663e<\/li>\n<\/ul>\n<p>\u6570\u636e\u6d41\u4e00\u53e5\u8bdd&#xff1a;\u771f\u9898 \u2192 \u7ed3\u6784\u5316\u8bb2\u7a3f \u2192 \u516c\u5f0f\u5361\u7247 &#043; \u5206\u955c\u89c4\u5212 \u2192 \u914d\u97f3 \u2192 \u7d20\u6750\/\u5361\u7247\u7f16\u6392 \u2192 \u9010\u5b57\u7a3f\u5b57\u5e55\u5bf9\u9f50 \u2192 \u6279\u91cf\u6e32\u67d3 \u2192 \u4eba\u5de5\u7ec8\u5ba1\u3002<\/p>\n<hr \/>\n<h3>\u6280\u672f\u4eae\u70b9\u62c6\u89e3\u4e00&#xff1a;\u7528\u7ed3\u6784\u5316 Prompt \u628a\u771f\u9898\u201c\u7ffb\u8bd1\u201d\u6210\u53ef\u76f4\u63a5\u914d\u97f3\u7684\u8bb2\u7a3f<\/h3>\n<p>\u6279\u91cf\u505a\u771f\u9898\u8bb2\u89e3\u89c6\u9891&#xff0c;\u6700\u5bb9\u6613\u7ffb\u8f66\u7684\u5730\u65b9\u5176\u5b9e\u662f\u8bb2\u7a3f\u7ed3\u6784\u4e0d\u7a33\u5b9a\u3002\u540c\u6837\u4e00\u9053\u9898&#xff0c;\u6a21\u578b\u6709\u65f6\u8bb2\u6210\u201c\u7b54\u6848\u5ff5\u4e00\u904d\u201d&#xff0c;\u6709\u65f6\u53c8\u7ed5\u53bb\u80cc\u666f\u6545\u4e8b&#xff0c;\u4f60\u7684\u540e\u7eed\u5206\u955c\u5b8c\u5168\u6ca1\u6cd5\u5957\u3002<\/p>\n<p>\u4e00\u4e2a\u53ef\u590d\u7528\u7684\u505a\u6cd5\u662f&#xff1a;\u7528\u56fa\u5b9a JSON \u7ed3\u6784\u7ea6\u675f\u8f93\u51fa&#xff0c;\u5e76\u4e14\u628a\u201c\u8bb2\u89e3\u52a8\u4f5c\u201d\u62c6\u5f00\u3002\u4e0b\u9762\u662f\u4e00\u4e2a Prompt \u9aa8\u67b6&#xff1a;<\/p>\n<p>\u4f60\u662f\u8003\u7814{\u5b66\u79d1}\u7684\u89e3\u9898\u8f85\u5bfc\u8001\u5e08\u3002\u8bf7\u628a\u4e0b\u9762\u7684\u771f\u9898\u52a0\u5de5\u6210\u53e3\u64ad\u8bb2\u7a3f\u3002<br \/>\n\u8f93\u51fa JSON&#xff0c;\u5b57\u6bb5\u5982\u4e0b&#xff1a;<br \/>\n{<br \/>\n  &#034;title&#034;: &#034;\u9898\u578b\u540d\u79f0&#043;\u5e74\u4efd&#043;\u9898\u53f7&#034;,<br \/>\n  &#034;hook&#034;: &#034;\u4e00\u53e5\u8bdd\u70b9\u51fa\u8fd9\u9053\u9898\u7684\u5e38\u89c1\u8bef\u533a&#034;,<br \/>\n  &#034;stem&#034;: &#034;\u9898\u5e72\u539f\u6587&#xff0c;\u516c\u5f0f\u7528 LaTeX&#034;,<br \/>\n  &#034;steps&#034;: [<br \/>\n    {&#034;step&#034;: 1, &#034;say&#034;: &#034;\u53e3\u64ad\u5185\u5bb9&#034;, &#034;show&#034;: &#034;\u753b\u9762\u5185\u5bb9&#xff1a;\u516c\u5f0f\/\u6807\u6ce8\/\u52a8\u753b\u63cf\u8ff0&#034;}<br \/>\n  ],<br \/>\n  &#034;pitfall&#034;: &#034;\u6613\u9519\u70b9\u8bf4\u660e&#034;,<br \/>\n  &#034;summary&#034;: &#034;\u4e00\u53e5\u8bdd\u603b\u7ed3&#034;<br \/>\n}<br \/>\n\u8981\u6c42&#xff1a;<br \/>\n1. \u53e3\u64ad\u5185\u5bb9\u5fc5\u987b\u53e3\u8bed\u5316&#xff0c;\u6bcf\u53e5\u4e0d\u8d85\u8fc735\u5b57<br \/>\n2. \u516c\u5f0f\u5b57\u6bb5\u4f7f\u7528 LaTeX<br \/>\n3. \u6240\u6709\u4e13\u4e1a\u672f\u8bed\u4fdd\u6301\u539f\u6587\u8868\u8ff0&#xff0c;\u4e0d\u5f97\u6539\u5199<\/p>\n<p>\u8fd9\u6837\u8f93\u51fa\u7684\u8bb2\u7a3f&#xff0c;\u540e\u9762\u65e0\u8bba\u63a5 TTS\u3001Manim \u8fd8\u662f\u5206\u955c\u8868&#xff0c;\u90fd\u6709\u56fa\u5b9a\u7ed3\u6784\u53ef\u4ee5\u8bfb\u3002\u66f4\u91cd\u8981\u7684\u662f&#xff0c;\u540c\u4e00\u9898\u578b\u6362\u4e00\u9053\u771f\u9898&#xff0c;Prompt \u4e0d\u7528\u6539&#xff0c;\u53ef\u4ee5\u8fde\u7eed\u8dd1\u3002<\/p>\n<h3>\u6280\u672f\u4eae\u70b9\u62c6\u89e3\u4e8c&#xff1a;\u516c\u5f0f\u5361\u7247\u7684\u52a8\u6548\u5206\u5c42&#xff0c;\u6bd4\u201c\u914d\u753b\u9762\u201d\u66f4\u9002\u5408\u771f\u9898\u8bb2\u89e3<\/h3>\n<p>\u771f\u9898\u8bb2\u89e3\u89c6\u9891\u7684\u4fe1\u606f\u5bc6\u5ea6\u5728\u4e8e\u201c\u63a8\u5bfc\u8fc7\u7a0b\u201d&#xff0c;\u800c\u4e0d\u662f\u201c\u753b\u9762\u4e30\u5bcc\u5ea6\u201d\u3002\u4e00\u4e2a\u6709\u6548\u7684\u505a\u6cd5\u662f\u628a\u516c\u5f0f\u52a8\u6548\u505a\u6210\u5206\u5c42\u5361\u7247&#xff1a;<\/p>\n<ul>\n<li>\u5e95\u5c42&#xff1a;\u9898\u5e72\u539f\u6587&#xff0c;\u59cb\u7ec8\u56fa\u5b9a\u5728\u5b89\u5168\u533a<\/li>\n<li>\u4e2d\u5c42&#xff1a;\u6761\u4ef6\u63d0\u53d6&#xff0c;\u7528\u8272\u5757\/\u4e0b\u5212\u7ebf\u6807\u51fa\u201c\u5df2\u77e5\u201d\u201c\u6240\u6c42\u201d<\/li>\n<li>\u9876\u5c42&#xff1a;\u63a8\u5bfc\u6b65\u9aa4&#xff0c;\u968f\u7740\u914d\u97f3\u9010\u884c\u663e\u73b0&#xff0c;\u5df2\u8bb2\u5b8c\u7684\u964d\u900f\u660e\u5ea6<\/li>\n<\/ul>\n<p>\u8fd9\u4e2a\u6548\u679c\u7528 Manim \u53ef\u4ee5\u505a\u5f97\u5f88\u5e72\u51c0&#xff0c;\u7528 FFmpeg \u7684 drawtext \u914d\u5408\u900f\u660e\u5ea6\u63a7\u5236\u4e5f\u80fd\u505a\u57fa\u7840\u7248\u3002\u5173\u952e\u53d6\u820d\u662f&#xff1a;\u4e0d\u8981\u8ba9\u6574\u4e2a\u63a8\u5bfc\u8fc7\u7a0b\u4e00\u6b21\u5168\u90e8\u51fa\u73b0&#xff0c;\u5426\u5219\u5b66\u751f\u773c\u795e\u4f1a\u6563\u3002\u753b\u9762\u8282\u594f\u8981\u8ddf\u7740\u53e3\u64ad\u7684\u201c\u601d\u8003\u8282\u594f\u201d\u8d70&#xff0c;\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u8bb2\u7a3f\u91cc\u4e00\u5b9a\u8981\u6709 show \u5b57\u6bb5\u2014\u2014\u5b83\u662f\u5728\u544a\u8bc9\u526a\u7f16\u8282\u70b9\u201c\u8fd9\u4e00\u6b65\u8be5\u51fa\u4ec0\u4e48\u56fe\u201d\u3002<\/p>\n<hr \/>\n<h3>\u53ef\u590d\u7528\u7684\u6279\u91cf\u5904\u7406\u8bbe\u8ba1<\/h3>\n<p>\u5f53\u4f60\u8981\u505a\u201c2010-2024 \u5e74\u771f\u9898\u9ad8\u6570\u7b2c\u4e00\u9898\u9010\u9898\u8bb2\u89e3\u201d\u8fd9\u7c7b\u7cfb\u5217\u65f6&#xff0c;\u6838\u5fc3\u662f\u628a\u6d41\u7a0b\u6536\u655b\u6210\u6a21\u677f&#xff1a;<\/p>\n<p>for \u5e74\u4efd in 2010..2024:<br \/>\n    1. \u53d6\u771f\u9898\u9898\u76ee\u4e0e\u89e3\u6790<br \/>\n    2. \u8dd1\u7ed3\u6784\u5316\u8bb2\u7a3f\u751f\u6210&#xff08;\u56fa\u5b9a Prompt&#xff09;<br \/>\n    3. \u516c\u5f0f\u5361\u7247\u6e32\u67d3&#xff08;\u56fa\u5b9a\u6837\u5f0f\u6a21\u677f&#xff09;<br \/>\n    4. \u5206\u6bb5\u914d\u97f3&#xff08;\u56fa\u5b9a\u97f3\u8272&#xff09;<br \/>\n    5. \u9010\u5b57\u7a3f\u5b57\u5e55\u751f\u6210 &#043; \u9ad8\u4eae\u6bd4\u5bf9&#xff08;\u672f\u8bed\u767d\u540d\u5355&#xff09;<br \/>\n    6. \u62fc\u63a5\u4e0e\u6279\u91cf\u6e32\u67d3<br \/>\n    7. \u4eba\u5de5\u7ec8\u5ba1<\/p>\n<p>\u5176\u4e2d\u7b2c 5 \u6b65\u662f\u8003\u7814\u573a\u666f\u7684\u7ea2\u7ebf\u73af\u8282\u3002\u4e00\u4e2a\u53ef\u843d\u5730\u7684\u505a\u6cd5\u662f\u4e3a\u4f60\u7684\u4e13\u4e1a\u65b9\u5411\u7ef4\u62a4\u4e00\u4e2a\u201c\u672f\u8bed\u66ff\u6362\u8868\u201d&#xff0c;\u6bd4\u5982&#xff1a;<\/p>\n<table>\n<tr>\u5e38\u89c1\u8f6c\u5199\u9519\u8bef\u6b63\u786e\u5199\u6cd5<\/tr>\n<tbody>\n<tr>\n<td>\u5f3a\u51fb\u8ba1\u5212<\/td>\n<td>\u5f3a\u57fa\u8ba1\u5212<\/td>\n<\/tr>\n<tr>\n<td>\u975e\u5168\u65e5\u5fd7<\/td>\n<td>\u975e\u5168\u65e5\u5236<\/td>\n<\/tr>\n<tr>\n<td>\u4e34\u57df<\/td>\n<td>\u90bb\u57df<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5728\u5b57\u5e55\u751f\u6210\u540e&#xff0c;\u5148\u8dd1\u4e00\u904d\u672f\u8bed\u8868\u66ff\u6362&#xff0c;\u518d\u4eba\u5de5\u62bd\u68c0\u3002<\/p>\n<hr \/>\n<h3>\u5de5\u5177\u66ff\u6362\u65b9\u6848\u4e0e\u9002\u7528\u8fb9\u754c<\/h3>\n<p>\u56fe\u50cf\/\u516c\u5f0f\u5361\u7247&#xff1a;\u6570\u5b66\u79d1\u76ee\u5efa\u8bae Manim&#xff0c;\u7ecf\u6d4e\/\u7ba1\u7406\u7c7b\u53ef\u4ee5\u5148\u7528 matplotlib &#043; PowerPoint \u6a21\u677f\u8fc7\u6e21&#xff0c;\u727a\u7272\u7684\u662f\u63a8\u5bfc\u52a8\u753b\u7684\u7ec6\u817b\u5ea6\u3002<\/p>\n<p>\u914d\u97f3&#xff1a;\u6279\u91cf\u521d\u7a3f\u7528\u5e38\u89c4 TTS&#xff1b;\u505a\u8001\u5e08 IP \u7cfb\u5217\u65f6\u518d\u4e0a GPT-SoVITS \u514b\u9686\u771f\u4eba\u97f3\u8272\u3002\u82e5\u8001\u5e08\u81ea\u5df1\u6709\u5f55\u97f3\u73af\u5883&#xff0c;\u76f4\u63a5\u5f55\u4eba\u58f0\u662f\u6700\u597d\u7684&#xff0c;AI \u914d\u97f3\u53ea\u7528\u6765\u505a\u201c\u8349\u7a3f\u5bf9\u9f50\u201d\u3002<\/p>\n<p>\u526a\u8f91\u7f16\u6392&#xff1a;FFmpeg \u9002\u5408\u7a33\u5b9a\u8dd1\u6279\u91cf&#xff0c;\u6539\u8d77\u6765\u7d2f&#xff1b;\u82b1\u751f AI \u8fd9\u7c7b\u5de5\u5177\u53ef\u4ee5\u627f\u63a5\u201c\u6587\u6848\u5230\u6210\u7247\u201d\u7684\u7c97\u526a&#xff0c;\u5c24\u5176\u662f\u6309\u8bed\u4e49\u5339\u914d\u753b\u9762\u548c\u751f\u6210\u52a8\u753b\u5361\u7247\u65f6\u66f4\u7701\u4e8b\u3002\u7528\u5b83\u7684\u6b63\u786e\u59ff\u52bf\u662f\u628a\u5b83\u5f53\u4f5c\u4e00\u4e2a\u53ef\u9009\u7f16\u6392\u8282\u70b9&#xff0c;\u800c\u4e0d\u662f\u6574\u6761\u6d41\u6c34\u7ebf\u7684\u66ff\u4ee3\u54c1\u3002 \u5b83\u7684\u597d\u5904\u662f\u4ea4\u4e92\u5f0f\u4fee\u6539\u5206\u955c\u548c\u5bf9\u8bdd\u5f0f\u66ff\u6362\u7d20\u6750&#xff0c;\u4ee3\u4ef7\u662f\u590d\u6742\u516c\u5f0f\u548c\u7279\u6b8a\u6392\u7248\u7684\u7cbe\u51c6\u63a7\u5236\u4e0d\u5982\u7eaf\u4ee3\u7801\u65b9\u6848\u3002\u5982\u679c\u4f60\u7684\u79d1\u76ee\u5bf9\u516c\u5f0f\u7cbe\u5ea6\u8981\u6c42\u6781\u9ad8&#xff0c;\u5efa\u8bae\u628a\u5b83\u7684\u6210\u7247\u5f53\u201c\u57fa\u7840\u7248\u201d&#xff0c;\u968f\u540e\u7528 FFmpeg 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