{"id":28910,"date":"2025-03-18T01:03:10","date_gmt":"2025-03-17T17:03:10","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=28910"},"modified":"2025-03-18T01:03:10","modified_gmt":"2025-03-17T17:03:10","slug":"csm-voice-cloning","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/csm-voice-cloning\/","title":{"rendered":"CSM Voice Cloning\uff1a\u5229\u7528CSM-1B\u5feb\u901f\u514b\u9686\u58f0\u97f3"},"content":{"rendered":"<p><a href=\"https:\/\/www.kdjingpai.com\/en\/csm\/\">CSM<\/a> Voice Cloning \u662f\u4e00\u4e2a\u7531 Isaiah Bjork \u5f00\u53d1\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u6258\u7ba1\u5728 GitHub \u4e0a\u3002\u5b83\u57fa\u4e8e Sesame CSM-1B \u6a21\u578b\uff0c\u7528\u6237\u53ea\u9700\u63d0\u4f9b\u4e00\u6bb5\u97f3\u9891\u6837\u672c\uff0c\u5c31\u80fd\u514b\u9686\u81ea\u5df1\u7684\u58f0\u97f3\u5e76\u751f\u6210\u5e26\u6709\u4e2a\u4eba\u7279\u8272\u7684\u8bed\u97f3\u3002\u8fd9\u4e2a\u5de5\u5177\u652f\u6301\u672c\u5730 GPU \u8fd0\u884c\u548c Modal \u4e91\u7aef\u8fd0\u884c\u4e24\u79cd\u65b9\u5f0f\uff0c\u9002\u5408\u5185\u5bb9\u521b\u4f5c\u8005\u3001\u5f00\u53d1\u8005\u6216\u5bf9\u8bed\u97f3\u6280\u672f\u611f\u5174\u8da3\u7684\u4eba\u3002\u867d\u7136\u514b\u9686\u6548\u679c\u4e0d\u662f\u6700\u5b8c\u7f8e\u7684\uff0c\u4f46\u751f\u6210\u7684\u8bed\u97f3\u80fd\u4fdd\u7559\u76ee\u6807\u58f0\u97f3\u7684\u90e8\u5206\u7279\u70b9\uff0c\u6548\u679c\u53ef\u8fa8\u8bc6\u3002\u5b83\u9700\u8981\u4e00\u5b9a\u7684\u6280\u672f\u57fa\u7840\uff0c\u6bd4\u5982\u5b89\u88c5 Python \u548c\u914d\u7f6e\u73af\u5883\uff0c\u4f46\u5b98\u65b9\u63d0\u4f9b\u4e86\u8be6\u7ec6\u6307\u5357\u3002\u9879\u76ee\u5b8c\u5168\u514d\u8d39\uff0c\u4e14\u6b22\u8fce\u793e\u533a\u8d21\u732e\u4ee3\u7801\u6539\u8fdb\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-28911\" title=\"CSM Voice Cloning\uff1a\u5229\u7528CSM-1B\u5feb\u901f\u514b\u9686\u58f0\u97f3-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b8483ff4c3cf094.jpg\" alt=\"CSM Voice Cloning\uff1a\u5229\u7528CSM-1B\u5feb\u901f\u514b\u9686\u58f0\u97f3-1\" width=\"668\" height=\"334\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b8483ff4c3cf094.jpg 1200w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b8483ff4c3cf094-768x384.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/b8483ff4c3cf094-18x9.jpg 18w\" sizes=\"auto, (max-width: 668px) 100vw, 668px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u8bed\u97f3\u514b\u9686\uff1a\u4e0a\u4f20\u97f3\u9891\u6837\u672c\uff0c\u751f\u6210\u4e0e\u6837\u672c\u58f0\u97f3\u76f8\u4f3c\u7684\u8bed\u97f3\u3002<\/li>\n<li>\u6587\u672c\u8f6c\u8bed\u97f3\uff1a\u8f93\u5165\u6587\u5b57\uff0c\u751f\u6210\u5e26\u6709\u514b\u9686\u58f0\u97f3\u7684\u97f3\u9891\u6587\u4ef6\u3002<\/li>\n<li>\u672c\u5730\u8fd0\u884c\uff1a\u4f7f\u7528\u4e2a\u4eba GPU \u5904\u7406\u8bed\u97f3\u751f\u6210\u4efb\u52a1\u3002<\/li>\n<li>\u4e91\u7aef\u8fd0\u884c\uff1a\u901a\u8fc7 Modal \u5e73\u53f0\u501f\u52a9\u4e91\u7aef GPU \u52a0\u901f\u5904\u7406\u3002<\/li>\n<li>\u5f00\u6e90\u652f\u6301\uff1a\u4ee3\u7801\u516c\u5f00\uff0c\u7528\u6237\u53ef\u4ee5\u4fee\u6539\u6216\u4f18\u5316\u3002<\/li>\n<li>\u652f\u6301\u5e38\u89c1\u97f3\u9891\u683c\u5f0f\uff1a\u63a5\u53d7 MP3 \u6216 WAV \u6587\u4ef6\u4f5c\u4e3a\u6837\u672c\u3002<\/li>\n<li>\u53c2\u6570\u8c03\u6574\uff1a\u5141\u8bb8\u7528\u6237\u8c03\u6574\u6a21\u578b\u8bbe\u7f6e\u4ee5\u9002\u914d\u4e0d\u540c\u957f\u5ea6\u97f3\u9891\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528 CSM Voice Cloning\uff0c\u7528\u6237\u9700\u8981\u5148\u642d\u5efa\u8fd0\u884c\u73af\u5883\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<h4>\u672c\u5730\u8fd0\u884c\u5b89\u88c5<\/h4>\n<ol>\n<li><strong>\u68c0\u67e5\u786c\u4ef6\u548c\u8f6f\u4ef6\u8981\u6c42<\/strong>\n<ul>\n<li>\u9700\u8981 Python 3.10 \u6216\u66f4\u9ad8\u7248\u672c\u3002<\/li>\n<li>\u672c\u5730\u8fd0\u884c\u9700\u8981 NVIDIA CUDA \u517c\u5bb9\u663e\u5361\u548c\u8db3\u591f\u663e\u5b58\u3002<\/li>\n<li>\u786e\u4fdd\u6709\u7f51\u7edc\u8fde\u63a5\u4e0b\u8f7d\u6a21\u578b\u548c\u4f9d\u8d56\u9879\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u4ee3\u7801\u4ed3\u5e93<\/strong>\n<ul>\n<li>\u6253\u5f00\u7ec8\u7aef\uff08Windows \u7528 CMD \u6216 PowerShell\uff0cLinux\/Mac \u7528 Bash\uff09\u3002<\/li>\n<li>\u8f93\u5165\u547d\u4ee4\uff1a\n<pre><code>git clone https:\/\/github.com\/isaiahbjork\/csm-voice-cloning.git\r\ncd csm-voice-cloning\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5b89\u88c5\u4f9d\u8d56\u9879<\/strong>\n<ul>\n<li>\u5728\u7ec8\u7aef\u8fd0\u884c\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li>\u8fd9\u4f1a\u5b89\u88c5 PyTorch\u3001Hugging Face \u7b49\u5fc5\u8981\u5e93\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u4e91\u7aef\u8fd0\u884c\u5b89\u88c5\uff08Modal\uff09<\/h4>\n<ol>\n<li><strong>\u5b89\u88c5 Modal<\/strong>\n<ul>\n<li>\u5728\u7ec8\u7aef\u8fd0\u884c\uff1a\n<pre><code>pip install modal\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e Modal \u8ba4\u8bc1<\/strong>\n<ul>\n<li>\u8f93\u5165\u547d\u4ee4\uff1a\n<pre><code>modal <a href=\"https:\/\/www.kdjingpai.com\/en\/tokenization\/\">token<\/a> new\r\n<\/code><\/pre>\n<\/li>\n<li>\u6309\u63d0\u793a\u767b\u5f55 Modal \u8d26\u6237\u6216\u521b\u5efa\u65b0\u8d26\u6237\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u914d\u7f6e Hugging Face \u8d26\u6237<\/h4>\n<ol>\n<li><strong>\u6ce8\u518c\u5e76\u83b7\u53d6\u4ee4\u724c<\/strong>\n<ul>\n<li>\u8bbf\u95ee\u00a0Hugging Face \u7f51\u7ad9\uff0c\u6ce8\u518c\u6216\u767b\u5f55\u3002<\/li>\n<li>\u5728\u00a0<a href=\"https:\/\/huggingface.co\/sesame\/csm-1b\">Sesame CSM-1B \u6a21\u578b\u9875\u9762<\/a>\u00a0\u70b9\u51fb \u201cAccess repository\u201d \u5e76\u63a5\u53d7\u6761\u6b3e\u3002<\/li>\n<li>\u751f\u6210 API \u4ee4\u724c\uff1a\u70b9\u51fb\u53f3\u4e0a\u89d2\u5934\u50cf -&gt; Settings -&gt; <a href=\"https:\/\/www.kdjingpai.com\/en\/tokenization\/\">Tokens<\/a> -&gt; New Token\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8bbe\u7f6e\u4ee4\u724c<\/strong>\n<ul>\n<li>\u65b9\u6cd5\u4e00\uff1a\u5728\u7ec8\u7aef\u8f93\u5165\uff1a\n<pre><code>export HF_TOKEN=\"\u4f60\u7684\u4ee4\u724c\"\r\n<\/code><\/pre>\n<\/li>\n<li>\u65b9\u6cd5\u4e8c\uff1a\u4fee\u6539\u00a0<code>voice_clone.py<\/code>\u00a0\u6587\u4ef6\uff0c\u627e\u5230\u00a0<code>os.environ[\"HF_TOKEN\"]<\/code>\uff0c\u586b\u5165\u4ee4\u724c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u51c6\u5907\u97f3\u9891\u6837\u672c<\/h3>\n<ol>\n<li><strong>\u5f55\u5236\u97f3\u9891<\/strong>\n<ul>\n<li>\u5f55\u5236\u4e00\u6bb5 2-3 \u5206\u949f\u7684\u6e05\u6670\u97f3\u9891\uff0c\u5efa\u8bae\u65e0\u80cc\u666f\u566a\u97f3\u3002<\/li>\n<li>\u4fdd\u5b58\u4e3a MP3 \u6216 WAV \u683c\u5f0f\uff0c\u6bd4\u5982\u00a0<code>sample.mp3<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8f6c\u5f55\u6587\u672c<\/strong>\n<ul>\n<li>\u7528 <a href=\"https:\/\/www.kdjingpai.com\/en\/crisperwhisper\/\">Whisper<\/a> \u6216\u5176\u4ed6\u5de5\u5177\u8f6c\u5f55\u97f3\u9891\u5185\u5bb9\uff0c\u8bb0\u4e0b\u51c6\u786e\u6587\u672c\uff08\u6bd4\u5982 \u201c\u4f60\u597d\uff0c\u8fd9\u662f\u6211\u7684\u6d4b\u8bd5\u97f3\u9891\u201d\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u672c\u5730\u8bed\u97f3\u514b\u9686<\/h4>\n<ol>\n<li><strong>\u7f16\u8f91\u53c2\u6570<\/strong>\n<ul>\n<li>\u6253\u5f00\u00a0<code>voice_clone.py<\/code>\u00a0\u6587\u4ef6\uff0c\u4fee\u6539\u4ee5\u4e0b\u5185\u5bb9\uff1a\n<ul>\n<li><code>context_audio_path = \"sample.mp3\"<\/code>\uff08\u97f3\u9891\u8def\u5f84\uff09\u3002<\/li>\n<li><code>context_text = \"\u4f60\u597d\uff0c\u8fd9\u662f\u6211\u7684\u6d4b\u8bd5\u97f3\u9891\"<\/code>\uff08\u8f6c\u5f55\u6587\u672c\uff09\u3002<\/li>\n<li><code>text = \"\u4eca\u5929\u5929\u6c14\u5f88\u597d\"<\/code>\uff08\u8981\u751f\u6210\u7684\u6587\u5b57\uff09\u3002<\/li>\n<li><code>output_filename = \"output.wav\"<\/code>\uff08\u8f93\u51fa\u6587\u4ef6\u540d\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u7a0b\u5e8f<\/strong>\n<ul>\n<li>\u5728\u7ec8\u7aef\u8f93\u5165\uff1a\n<pre><code>python voice_clone.py\r\n<\/code><\/pre>\n<\/li>\n<li>\u751f\u6210\u7684\u97f3\u9891\u4f1a\u4fdd\u5b58\u5728\u9879\u76ee\u6587\u4ef6\u5939\u4e2d\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u4e91\u7aef\u8bed\u97f3\u514b\u9686\uff08Modal\uff09<\/h4>\n<ol>\n<li><strong>\u7f16\u8f91\u53c2\u6570<\/strong>\n<ul>\n<li>\u6253\u5f00\u00a0<code>modal_voice_cloning.py<\/code>\u00a0\u6587\u4ef6\uff0c\u8bbe\u7f6e\u4e0e\u672c\u5730\u76f8\u540c\u7684\u53c2\u6570\uff1a\n<ul>\n<li><code>context_audio_path = \"sample.mp3\"<\/code>\u3002<\/li>\n<li><code>context_text = \"\u4f60\u597d\uff0c\u8fd9\u662f\u6211\u7684\u6d4b\u8bd5\u97f3\u9891\"<\/code>\u3002<\/li>\n<li><code>text = \"\u4eca\u5929\u5929\u6c14\u5f88\u597d\"<\/code>\u3002<\/li>\n<li><code>output_filename = \"output.wav\"<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u7a0b\u5e8f<\/strong>\n<ul>\n<li>\u5728\u7ec8\u7aef\u8f93\u5165\uff1a\n<pre><code>modal run modal_voice_cloning.py\r\n<\/code><\/pre>\n<\/li>\n<li>Modal \u4f1a\u4f7f\u7528\u4e91\u7aef GPU \u5904\u7406\u4efb\u52a1\uff0c\u5b8c\u6210\u540e\u4e0b\u8f7d\u8f93\u51fa\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h4>\u8c03\u6574\u6a21\u578b\u5e8f\u5217\u957f\u5ea6<\/h4>\n<ul>\n<li>\u5982\u679c\u97f3\u9891\u6837\u672c\u8f83\u957f\uff08\u8d85\u8fc7 2-3 \u5206\u949f\uff09\uff0c\u53ef\u80fd\u9047\u5230\u5f20\u91cf\u7ef4\u5ea6\u9519\u8bef\u3002<\/li>\n<li>\u89e3\u51b3\u65b9\u6cd5\uff1a\n<ol>\n<li>\u6253\u5f00\u00a0<code>models.py<\/code>\u00a0\u6587\u4ef6\u3002<\/li>\n<li>\u627e\u5230\u00a0<code>llama3_2_1B()<\/code>\u00a0\u51fd\u6570\uff0c\u4fee\u6539\u00a0<code>max_seq_len<\/code>\u00a0\u53c2\u6570\uff1a\n<pre><code>def llama3_2_1B():\r\nreturn llama3_2.llama3_2(max_seq_len=4096, ...)\r\n<\/code><\/pre>\n<\/li>\n<li>\u786e\u4fdd\u00a0<code>llama3_2_100M()<\/code>\u00a0\u7684\u503c\u4e00\u81f4\uff0c\u4fdd\u5b58\u540e\u91cd\u65b0\u8fd0\u884c\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u4e91\u7aef\u52a0\u901f\uff08Modal\uff09<\/h4>\n<ul>\n<li>Modal \u63d0\u4f9b\u4e91\u7aef GPU\uff0c\u9002\u5408\u6ca1\u6709\u5f3a\u5927\u672c\u5730\u8bbe\u5907\u7684\u7528\u6237\u3002<\/li>\n<li>\u64cd\u4f5c\u7b80\u5355\uff0c\u53ea\u9700\u5b89\u88c5 Modal \u5e76\u8fd0\u884c\u76f8\u5e94\u811a\u672c\uff0c\u5904\u7406\u901f\u5ea6\u6bd4\u672c\u5730\u5feb\u3002<\/li>\n<\/ul>\n<h4>\u5904\u7406\u957f\u97f3\u9891<\/h4>\n<ul>\n<li>\u9ed8\u8ba4\u8bbe\u7f6e\u9002\u5408 2 \u5206 50 \u79d2\u4ee5\u5185\u7684\u6837\u672c\u3002<\/li>\n<li>\u66f4\u957f\u7684\u97f3\u9891\u9700\u8981\u8c03\u6574\u00a0<code>max_seq_len<\/code>\uff08\u5982\u4e0a\u6240\u8ff0\uff09\uff0c\u6216\u8005\u526a\u8f91\u6837\u672c\u5230\u63a8\u8350\u957f\u5ea6\u3002<\/li>\n<\/ul>\n<h3>\u5e38\u89c1\u95ee\u9898\u89e3\u51b3<\/h3>\n<ul>\n<li><strong>\u5f20\u91cf\u7ef4\u5ea6\u9519\u8bef<\/strong><br \/>\n\u589e\u52a0\u00a0<code>max_seq_len<\/code>\u00a0\u503c\uff0c\u6216\u7f29\u77ed\u97f3\u9891\u6837\u672c\u3002<\/li>\n<li><strong>CUDA \u5185\u5b58\u4e0d\u8db3<\/strong><br \/>\n\u4f7f\u7528\u8f83\u77ed\u6837\u672c\uff0c\u6216\u5207\u6362\u5230 Modal \u4e91\u7aef\u8fd0\u884c\u3002<\/li>\n<li><strong>\u6a21\u578b\u4e0b\u8f7d\u5931\u8d25<\/strong><br \/>\n\u68c0\u67e5 Hugging Face \u4ee4\u724c\u548c\u7f51\u7edc\uff0c\u786e\u4fdd\u5df2\u63a5\u53d7\u6a21\u578b\u6761\u6b3e\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5185\u5bb9\u521b\u4f5c<\/strong>\n<ul>\n<li><strong>\u573a\u666f\u63cf\u8ff0<\/strong><br \/>\n\u4e3b\u64ad\u53ef\u4ee5\u7528\u81ea\u5df1\u7684\u58f0\u97f3\u751f\u6210\u89c6\u9891\u65c1\u767d\u3002\u4e0a\u4f20\u4e00\u6bb5\u81ea\u6211\u4ecb\u7ecd\u97f3\u9891\uff0c\u8f93\u5165\u811a\u672c\uff0c\u51e0\u5206\u949f\u5c31\u80fd\u751f\u6210\u8bed\u97f3\uff0c\u7701\u53bb\u53cd\u590d\u5f55\u97f3\u7684\u9ebb\u70e6\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6559\u80b2\u652f\u6301<\/strong>\n<ul>\n<li><strong>\u573a\u666f\u63cf\u8ff0<\/strong><br \/>\n\u8001\u5e08\u514b\u9686\u81ea\u5df1\u7684\u58f0\u97f3\uff0c\u8f93\u5165\u8bfe\u7a0b\u8bb2\u7a3f\uff0c\u751f\u6210\u6559\u5b66\u97f3\u9891\u3002\u5b66\u751f\u53ef\u4ee5\u968f\u65f6\u56de\u542c\uff0c\u9002\u5408\u8fdc\u7a0b\u5b66\u4e60\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6e38\u620f\u5f00\u53d1<\/strong>\n<ul>\n<li><strong>\u573a\u666f\u63cf\u8ff0<\/strong><br \/>\n\u5f00\u53d1\u8005\u4e3a\u6e38\u620f\u89d2\u8272\u914d\u97f3\u3002\u5f55\u5236\u51e0\u53e5\u6837\u672c\uff0c\u5c31\u80fd\u751f\u6210\u591a\u6bb5\u5bf9\u8bdd\uff0c\u63d0\u5347\u89d2\u8272\u771f\u5b9e\u611f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u97f3\u9891\u6837\u672c\u9700\u8981\u591a\u957f\uff1f<\/strong><br \/>\n\u63a8\u8350 2-3 \u5206\u949f\u3002\u592a\u77ed\u6548\u679c\u5dee\uff0c\u592a\u957f\u9700\u8c03\u6574\u53c2\u6570\u3002<\/li>\n<li><strong>\u4e3a\u4ec0\u4e48\u751f\u6210\u7684\u8bed\u97f3\u4e0d\u592a\u50cf\u6211\uff1f<\/strong><br 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