{"id":32685,"date":"2025-07-17T23:12:11","date_gmt":"2025-07-17T15:12:11","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=32685"},"modified":"2025-11-18T17:03:51","modified_gmt":"2025-11-18T09:03:51","slug":"demucs","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/demucs\/","title":{"rendered":"Demucs\uff1a\u514d\u8d39\u5206\u79bb\u97f3\u4e50\u97f3\u8f68\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>Demucs \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u97f3\u4e50\u97f3\u8f68\u5206\u79bb\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u5c06\u6df7\u5408\u97f3\u4e50\u5206\u89e3\u4e3a\u72ec\u7acb\u97f3\u8f68\uff0c\u5982\u4eba\u58f0\u3001\u9f13\u3001\u8d1d\u65af\u548c\u5176\u4ed6\u4f34\u594f\u90e8\u5206\u3002\u5b83\u7531 Alexandre D\u00e9fossez \u5f00\u53d1\uff0c\u6700\u521d\u7531 <a href=\"https:\/\/www.kdjingpai.com\/de\/meta-ai\/\">Meta AI<\/a> \u652f\u6301\uff0c\u73b0\u7531\u4f5c\u8005\u5728 GitHub \u4e0a\u7ef4\u62a4\u3002Demucs \u4f7f\u7528\u5148\u8fdb\u7684\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\uff0c\u7ed3\u5408 U-Net \u5377\u79ef\u67b6\u6784\u548c\u6df7\u5408\u53d8\u6362\u5668\u6a21\u578b\uff0c\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u97f3\u8f68\u5206\u79bb\u6548\u679c\u3002\u5b83\u7684 v4 \u7248\u672c\u5f15\u5165\u4e86 Hybrid <a href=\"https:\/\/www.kdjingpai.com\/de\/transformer\/\">Transformer<\/a> \u6280\u672f\uff0c\u63d0\u5347\u4e86\u5206\u79bb\u7cbe\u5ea6\uff0c\u5c24\u5176\u9002\u5408\u97f3\u4e50\u5236\u4f5c\u3001\u5361\u62c9OK\u751f\u6210\u548c\u97f3\u9891\u5206\u6790\u7b49\u573a\u666f\u3002\u9879\u76ee\u63d0\u4f9b\u7b80\u5355\u547d\u4ee4\u884c\u64cd\u4f5c\uff0c\u652f\u6301 CPU \u548c GPU \u8fd0\u884c\uff0c\u9002\u5408\u97f3\u4e50\u7231\u597d\u8005\u548c\u4e13\u4e1a\u4eba\u58eb\u4f7f\u7528\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-32686\" title=\"Demucs\uff1a\u514d\u8d39\u5206\u79bb\u97f3\u4e50\u97f3\u8f68\u7684\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/8e0b309f7b32507.jpg\" alt=\"Demucs\uff1a\u514d\u8d39\u5206\u79bb\u97f3\u4e50\u97f3\u8f68\u7684\u5f00\u6e90\u5de5\u5177-1\" width=\"901\" height=\"980\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/8e0b309f7b32507.jpg 901w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/07\/8e0b309f7b32507-11x12.jpg 11w\" sizes=\"auto, (max-width: 901px) 100vw, 901px\" \/><\/p>\n<h2 id=\"_5\">\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u5206\u79bb\u591a\u79cd\u97f3\u8f68\uff1a\u652f\u6301\u5206\u79bb\u4eba\u58f0\u3001\u9f13\u3001\u8d1d\u65af\u3001\u5409\u4ed6\u3001\u94a2\u7434\u548c\u5176\u4ed6\u4f34\u594f\u3002<\/li>\n<li>\u652f\u6301\u591a\u79cd\u6a21\u578b\uff1a\u63d0\u4f9b v4 Hybrid Transformer \u6a21\u578b\uff08\u5982\u00a0<code>htdemucs_ft<\/code>\uff09\u548c v3 \u7ecf\u5178\u6a21\u578b\uff0c\u6ee1\u8db3\u4e0d\u540c\u9700\u6c42\u3002<\/li>\n<li>GPU \u52a0\u901f\uff1a\u652f\u6301 NVIDIA GPU\u3001Intel Arc \u548c Apple MPS\uff0c\u63d0\u5347\u5904\u7406\u901f\u5ea6\u3002<\/li>\n<li>\u7075\u6d3b\u7684\u97f3\u9891\u683c\u5f0f\uff1a\u517c\u5bb9 MusDB-HQ \u548c\u4efb\u610f WAV \u6587\u4ef6\uff0c\u9002\u5408\u591a\u79cd\u97f3\u9891\u8f93\u5165\u3002<\/li>\n<li>\u547d\u4ee4\u884c\u64cd\u4f5c\uff1a\u901a\u8fc7\u7b80\u5355\u547d\u4ee4\uff08\u5982\u00a0<code>demucs input_audio.mp3<\/code>\uff09\u5b8c\u6210\u97f3\u8f68\u5206\u79bb\u3002<\/li>\n<li>\u5f00\u6e90\u514d\u8d39\uff1a\u4ee3\u7801\u57fa\u4e8e MIT \u8bb8\u53ef\uff0c\u5141\u8bb8\u7528\u6237\u81ea\u7531\u4f7f\u7528\u548c\u4fee\u6539\u3002<\/li>\n<\/ul>\n<h2 id=\"_7\">\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3 id=\"_8\">\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>Demucs \u7684\u5b89\u88c5\u8fc7\u7a0b\u7b80\u5355\uff0c\u9002\u5408\u6709\u57fa\u672c Python \u4f7f\u7528\u7ecf\u9a8c\u7684\u7528\u6237\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\n<ul>\n<li>\u786e\u4fdd\u7cfb\u7edf\u5b89\u88c5\u4e86 Python 3.10 \u6216\u4ee5\u4e0a\u7248\u672c\u3002<\/li>\n<li>\u63a8\u8350\u4f7f\u7528\u865a\u62df\u73af\u5883\u4ee5\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u865a\u62df\u73af\u5883\uff1a\n<pre><code class=\"language-bash hljs\">python -m venv demucs_env\r\n<span class=\"hljs-built_in\">source<\/span> demucs_env\/bin\/activate  <span class=\"hljs-comment\"># Linux\/Mac<\/span>\r\ndemucs_env\\Scripts\\activate  <span class=\"hljs-comment\"># Windows<\/span>\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5 Git\uff0c\u786e\u4fdd\u53ef\u4ee5\u514b\u9686\u4ee3\u7801\u5e93\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u901a\u8fc7 pip \u5b89\u88c5<\/strong>\uff08\u63a8\u8350\uff0c\u7b80\u5355\u5feb\u6377\uff09<br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u76f4\u63a5\u5b89\u88c5 Demucs\uff1a<\/p>\n<pre><code class=\"language-bash hljs\">pip install demucs\r\n<\/code><\/pre>\n<p>\u6b64\u65b9\u6cd5\u4f1a\u81ea\u52a8\u5b89\u88c5\u5fc5\u8981\u4f9d\u8d56\uff0c\u5982 PyTorch \u548c torchaudio\u3002<\/li>\n<li><strong>\u6e90\u7801\u5b89\u88c5<\/strong>\uff08\u9002\u5408\u5f00\u53d1\u8005\u6216\u9700\u8981\u6700\u65b0\u7248\u672c\uff09<br \/>\n\u5982\u679c\u9700\u8981\u6700\u65b0\u4ee3\u7801\u6216\u81ea\u5b9a\u4e49\u4fee\u6539\uff0c\u53ef\u901a\u8fc7 GitHub \u514b\u9686\u4ed3\u5e93\uff1a<\/p>\n<pre><code class=\"language-bash hljs\">git <span class=\"hljs-built_in\">clone<\/span> https:\/\/github.com\/adefossez\/demucs\r\n<span class=\"hljs-built_in\">cd<\/span> demucs\r\npip install -e .\r\n<\/code><\/pre>\n<p>\u8fd9\u4f1a\u5b89\u88c5 Demucs \u53ca\u5176\u4f9d\u8d56\uff0c\u9002\u5408\u9700\u8981\u8c03\u8bd5\u6216\u53c2\u4e0e\u5f00\u53d1\u7684\u573a\u666f\u3002<\/li>\n<li><strong>GPU \u652f\u6301<\/strong>\n<ul>\n<li>\u5982\u679c\u4f7f\u7528 GPU \u52a0\u901f\uff0c\u9700\u786e\u4fdd\u5b89\u88c5\u4e86 PyTorch \u7684 GPU \u7248\u672c\uff0c\u5e76\u6709\u517c\u5bb9\u7684 GPU\uff08NVIDIA \u9700\u8ba1\u7b97\u80fd\u529b 3.5 \u4ee5\u4e0a\uff0c\u63a8\u8350 3GB \u4ee5\u4e0a\u663e\u5b58\uff09\u3002<\/li>\n<li>\u68c0\u67e5 GPU \u662f\u5426\u53ef\u7528\uff1a\u8fd0\u884c\u00a0<code>python -c \"import torch; print(torch.cuda.is_available())\"<\/code>\uff0c\u8f93\u51fa\u00a0<code>True<\/code>\u00a0\u8868\u793a GPU \u53ef\u7528\u3002<\/li>\n<li>\u5982\u679c\u663e\u5b58\u4e0d\u8db3\uff0c\u53ef\u901a\u8fc7\u00a0<code>--segment 8<\/code>\u00a0\u53c2\u6570\u51cf\u5c11\u5185\u5b58\u5360\u7528\uff0c\u6216\u6dfb\u52a0\u00a0<code>-d cpu<\/code>\u00a0\u4f7f\u7528 CPU \u5904\u7406\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/strong>\n<ul>\n<li>Windows \u7528\u6237\u82e5\u9047\u5230\u00a0<code>OSError: [WinError 126]<\/code>\uff0c\u9700\u624b\u52a8\u5b89\u88c5\u00a0<code>libuv<\/code>\u3002\u63a8\u8350\u4f7f\u7528 conda \u5b89\u88c5\uff1a\n<pre><code class=\"language-bash hljs\">conda install conda-forge::libuv\r\n<\/code><\/pre>\n<\/li>\n<li>Linux \u7528\u6237\u9700\u786e\u4fdd\u7cfb\u7edf\u6709\u00a0<code>glibc 2.27<\/code>\u00a0\u6216\u4ee5\u4e0a\u7248\u672c\uff0c\u53ef\u80fd\u9700\u989d\u5916\u5b89\u88c5\u00a0<code>libxcb-cursor0<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3 id=\"_11\">\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>Demucs \u7684\u6838\u5fc3\u529f\u80fd\u662f\u901a\u8fc7\u547d\u4ee4\u884c\u5206\u79bb\u97f3\u9891\u97f3\u8f68\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u64cd\u4f5c\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u57fa\u672c\u97f3\u8f68\u5206\u79bb<\/strong><br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5373\u53ef\u5206\u79bb\u97f3\u9891\uff1a<\/p>\n<pre><code class=\"language-bash hljs\">demucs input_audio.mp3\r\n<\/code><\/pre>\n<ul>\n<li>\u8f93\u5165\u6587\u4ef6\u652f\u6301 MP3\u3001WAV \u7b49\u5e38\u89c1\u683c\u5f0f\u3002<\/li>\n<li>\u5206\u79bb\u540e\u7684\u97f3\u8f68\u4fdd\u5b58\u5728\u00a0<code>separated\/<\/code>\u00a0\u6587\u4ef6\u5939\u4e2d\uff0c\u5305\u542b\u4eba\u58f0\uff08<code>vocals.wav<\/code>\uff09\u3001\u9f13\uff08<code>drums.wav<\/code>\uff09\u3001\u8d1d\u65af\uff08<code>bass.wav<\/code>\uff09\u548c\u5176\u4ed6\uff08<code>other.wav<\/code>\uff09\u3002<\/li>\n<li>\u9ed8\u8ba4\u4f7f\u7528 v4 \u7684\u00a0<code>htdemucs<\/code>\u00a0\u6a21\u578b\uff0c\u5904\u7406\u65f6\u95f4\u7ea6\u4e3a\u97f3\u9891\u65f6\u957f\u7684 1.5 \u500d\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9009\u62e9\u7279\u5b9a\u6a21\u578b<\/strong><br \/>\nDemucs \u63d0\u4f9b\u591a\u79cd\u6a21\u578b\uff0c\u53ef\u901a\u8fc7\u00a0<code>-n<\/code>\u00a0\u53c2\u6570\u6307\u5b9a\uff1a<\/p>\n<ul>\n<li><code>-n htdemucs_ft<\/code>\uff1a\u4f7f\u7528 v4 \u5fae\u8c03\u6a21\u578b\uff0c\u5206\u79bb\u6548\u679c\u6700\u4f73\u3002<\/li>\n<li><code>-n htdemucs<\/code>\uff1av4 \u975e\u5fae\u8c03\u6a21\u578b\uff0c\u901f\u5ea6\u66f4\u5feb\u4f46\u7cbe\u5ea6\u7a0d\u4f4e\u3002<\/li>\n<li><code>-n hdemucs_mmi<\/code>\uff1av3 \u7ecf\u5178\u6a21\u578b\uff0c\u9002\u5408\u65e7\u7248\u672c\u517c\u5bb9\u3002<br \/>\n\u793a\u4f8b\uff1a<\/li>\n<\/ul>\n<pre><code class=\"language-bash hljs\">demucs -n htdemucs_ft song.mp3\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u9ad8\u7ea7\u9009\u9879<\/strong>\n<ul>\n<li><strong>\u8c03\u6574\u5206\u6bb5\u5927\u5c0f<\/strong>\uff1a\u663e\u5b58\u4e0d\u8db3\u65f6\uff0c\u8bbe\u7f6e\u00a0<code>--segment 8<\/code>\u00a0\u51cf\u5c11\u5185\u5b58\u5360\u7528\uff0c\u4f46\u53ef\u80fd\u964d\u4f4e\u5206\u79bb\u8d28\u91cf\u3002<\/li>\n<li><strong>\u4f7f\u7528 CPU<\/strong>\uff1a\u663e\u5361\u4e0d\u652f\u6301\u65f6\uff0c\u6dfb\u52a0\u00a0<code>-d cpu<\/code>\uff1a\n<pre><code class=\"language-bash hljs\">demucs -d cpu song.mp3\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u591a\u6838 CPU \u52a0\u901f<\/strong>\uff1a\u6dfb\u52a0\u00a0<code>-j<\/code>\u00a0\u53c2\u6570\u5229\u7528\u591a\u6838\u5904\u7406\uff0c\u4f8b\u5982\u00a0<code>-j 4<\/code>\u00a0\u4f7f\u7528 4 \u4e2a CPU \u6838\u5fc3\u3002<\/li>\n<li><strong>\u516d\u97f3\u8f68\u5206\u79bb<\/strong>\uff1av4 \u652f\u6301\u5b9e\u9a8c\u6027\u516d\u97f3\u8f68\u6a21\u578b\uff08\u542b\u5409\u4ed6\u548c\u94a2\u7434\uff09\uff0c\u4f46\u94a2\u7434\u5206\u79bb\u53ef\u80fd\u6709\u8f83\u591a\u7455\u75b5\u3002\u4f7f\u7528\u00a0<code>-n htdemucs_6s<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u67e5\u770b\u5e2e\u52a9<\/strong><br \/>\n\u8fd0\u884c\u00a0<code>demucs --help<\/code>\u00a0\u53ef\u67e5\u770b\u6240\u6709\u547d\u4ee4\u884c\u53c2\u6570\u548c\u8bf4\u660e\u3002<\/li>\n<\/ol>\n<h3 id=\"_14\">\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ul>\n<li><strong>\u5361\u62c9OK \u5236\u4f5c<\/strong>\uff1a\u5206\u79bb\u4eba\u58f0\u540e\uff0c\u53ef\u76f4\u63a5\u4f7f\u7528\u4f34\u594f\uff08<code>no_vocals.wav<\/code>\uff09\u5236\u4f5c\u5361\u62c9OK\u97f3\u8f68\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u5206\u79bb<\/strong>\uff1a\u901a\u8fc7 Neutone \u7684 VST\/AU \u63d2\u4ef6\uff0cDemucs \u53ef\u96c6\u6210\u5230\u6570\u5b57\u97f3\u9891\u5de5\u4f5c\u7ad9\uff08DAW\uff09\u4e2d\uff0c\u5b9e\u73b0\u5b9e\u65f6\u97f3\u8f68\u5206\u79bb\u3002<\/li>\n<li><strong>\u5728\u7ebf\u670d\u52a1<\/strong>\uff1aAudiostrip\uff08https:\/\/audiostrip.co.uk\/\uff09\u548c MVSep \u63d0\u4f9b\u57fa\u4e8e Demucs \u7684\u514d\u8d39\u5728\u7ebf\u5206\u79bb\uff0c\u9002\u5408\u65e0\u672c\u5730\u73af\u5883\u7684\u521d\u5b66\u8005\u3002<\/li>\n<\/ul>\n<h3 id=\"_16\">\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>\u5206\u79bb\u8d28\u91cf\u53d6\u51b3\u4e8e\u97f3\u9891\u8d28\u91cf\u548c\u6a21\u578b\u9009\u62e9\uff0c\u63a8\u8350\u4f7f\u7528\u9ad8\u54c1\u8d28 WAV \u6587\u4ef6\u4f5c\u4e3a\u8f93\u5165\u3002<\/li>\n<li>\u9879\u76ee\u4e0d\u6d3b\u8dc3\u7ef4\u62a4\uff0c\u4ec5\u4fee\u590d\u91cd\u5927 bug\uff0c\u5efa\u8bae\u67e5\u770b GitHub \u4e0a\u7684\u00a0<code>README<\/code> \u83b7\u53d6\u6700\u65b0\u66f4\u65b0\u3002<\/li>\n<li>\u5904\u7406\u957f\u97f3\u9891\u65f6\uff0c\u9700\u786e\u4fdd\u81f3\u5c11 8GB \u7cfb\u7edf\u5185\u5b58\uff08\u5305\u62ec\u7269\u7406\u548c\u4ea4\u6362\u5185\u5b58\uff09\u3002<\/li>\n<\/ul>\n<h2 id=\"_18\">\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u97f3\u4e50\u5236\u4f5c<\/strong><br \/>\n\u97f3\u4e50\u5236\u4f5c\u4eba\u53ef\u4f7f\u7528 Demucs \u5206\u79bb\u97f3\u8f68\uff0c\u5355\u72ec\u8c03\u6574\u4eba\u58f0\u3001\u9f13\u6216\u8d1d\u65af\uff0c\u91cd\u65b0\u6df7\u97f3\u6216\u521b\u4f5c\u65b0\u7248\u672c\u6b4c\u66f2\u3002<\/li>\n<li><strong>\u5361\u62c9OK \u5236\u4f5c<\/strong><br \/>\n\u901a\u8fc7\u5206\u79bb\u4eba\u58f0\u548c\u4f34\u594f\uff0c\u7528\u6237\u53ef\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u5361\u62c9OK\u4f34\u594f\uff0c\u9002\u5408\u5bb6\u5ead\u5a31\u4e50\u6216\u5546\u4e1a\u7528\u9014\u3002<\/li>\n<li><strong>\u97f3\u9891\u5206\u6790<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u5229\u7528 Demucs \u5206\u79bb\u97f3\u8f68\uff0c\u5206\u6790\u97f3\u4e50\u7ed3\u6784\u6216\u8bad\u7ec3\u5176\u4ed6\u97f3\u9891\u6a21\u578b\uff0c\u9002\u5408\u5b66\u672f\u7814\u7a76\u3002<\/li>\n<li><strong>\u5f71\u89c6\u540e\u671f\u5904\u7406<\/strong><br \/>\n\u5f71\u89c6\u540e\u671f\u56e2\u961f\u53ef\u5206\u79bb\u80cc\u666f\u97f3\u4e50\u548c\u5bf9\u8bdd\uff0c\u91cd\u65b0\u914d\u97f3\u6216\u8c03\u6574\u97f3\u6548\uff0c\u63d0\u5347\u540e\u671f\u5236\u4f5c\u7075\u6d3b\u6027\u3002<\/li>\n<\/ol>\n<h2 id=\"_20\">QA<\/h2>\n<ol>\n<li><strong>Demucs \u652f\u6301\u54ea\u4e9b\u97f3\u9891\u683c\u5f0f\uff1f<\/strong><br \/>\nDemucs \u652f\u6301 MP3\u3001WAV \u7b49\u5e38\u89c1\u97f3\u9891\u683c\u5f0f\uff0c\u63a8\u8350\u4f7f\u7528 WAV \u4ee5\u83b7\u5f97\u6700\u4f73\u5206\u79bb\u6548\u679c\u3002<\/li>\n<li><strong>GPU \u4e0d\u53ef\u7528\u65f6\u600e\u4e48\u529e\uff1f<\/strong><br \/>\n\u6dfb\u52a0\u00a0<code>-d cpu<\/code>\u00a0\u53c2\u6570\u4f7f\u7528 CPU \u5904\u7406\uff0c\u867d\u7136\u901f\u5ea6\u8f83\u6162\uff0c\u4f46\u65e0\u9700 GPU \u5373\u53ef\u8fd0\u884c\u3002<\/li>\n<li><strong>\u5206\u79bb\u7ed3\u679c\u4e0d\u7406\u60f3\u600e\u4e48\u529e\uff1f<\/strong><br \/>\n\u5c1d\u8bd5\u5207\u6362\u6a21\u578b\uff08\u5982\u00a0<code>-n htdemucs_ft<\/code>\uff09\uff0c\u6216\u68c0\u67e5\u8f93\u5165\u97f3\u9891\u8d28\u91cf\u3002\u4f4e\u8d28\u91cf\u97f3\u9891\u53ef\u80fd\u5bfc\u81f4\u5206\u79bb\u7455\u75b5\u3002<\/li>\n<li><strong>\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528\uff1f<\/strong><br \/>\n\u4f7f\u7528\u00a0<code>--segment 8<\/code>\u00a0\u53c2\u6570\u6216\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u00a0<code>PYTORCH_NO_CUDA_MEMORY_CACHING=1<\/code>\u00a0\u53ef\u964d\u4f4e\u5185\u5b58\u9700\u6c42\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Demucs \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u97f3\u4e50\u97f3\u8f68\u5206\u79bb\u5de5\u5177\uff0c\u4e13\u6ce8\u4e8e\u5c06\u6df7\u5408\u97f3\u4e50\u5206\u89e3\u4e3a\u72ec\u7acb\u97f3\u8f68\uff0c\u5982\u4eba\u58f0\u3001\u9f13\u3001\u8d1d\u65af\u548c\u5176\u4ed6\u4f34\u594f\u90e8\u5206\u3002\u5b83\u7531 Alexandre D\u00e9fossez \u5f00\u53d1\uff0c\u6700\u521d\u7531 Meta AI \u652f\u6301\uff0c\u73b0\u7531\u4f5c\u8005\u5728 GitHub \u4e0a\u7ef4\u62a4\u3002Demucs \u4f7f\u7528&#8230;<\/p>\n","protected":false},"author":1,"featured_media":32782,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,416,507],"tags":[230,197],"class_list":["post-32685","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","category-ai-audio","category-audio-editing","tag-aikaiyuanxiangmu","tag-aiyinshipinbianji"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/32685","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=32685"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/32685\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/32782"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=32685"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=32685"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=32685"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}