{"id":32123,"date":"2025-07-05T02:11:22","date_gmt":"2025-07-04T18:11:22","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=32123"},"modified":"2025-07-21T13:45:15","modified_gmt":"2025-07-21T05:45:15","slug":"kyutai","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/kyutai\/","title":{"rendered":"Kyutai\uff1a\u8bed\u97f3\u4e0e\u6587\u672c\u5b9e\u65f6\u8f6c\u6362\u5de5\u5177"},"content":{"rendered":"<p>Kyutai Labs\u7684<code>delayed-streams-modeling<\/code>\u9879\u76ee\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u8bed\u97f3\u4e0e\u6587\u672c\u8f6c\u6362\u6846\u67b6\uff0c\u6838\u5fc3\u57fa\u4e8e\u5ef6\u8fdf\u6d41\u5efa\u6a21\uff08DSM\uff09\u6280\u672f\u3002\u5b83\u652f\u6301\u5b9e\u65f6\u8bed\u97f3\u8f6c\u6587\u672c\uff08STT\uff09\u548c\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09\u529f\u80fd\uff0c\u9002\u7528\u4e8e\u6784\u5efa\u9ad8\u6548\u7684\u8bed\u97f3\u4ea4\u4e92\u5e94\u7528\u3002\u9879\u76ee\u63d0\u4f9bPyTorch\u3001Rust\u548cMLX\u7b49\u591a\u79cd\u5b9e\u73b0\u65b9\u5f0f\uff0c\u6ee1\u8db3\u7814\u7a76\u3001\u5f00\u53d1\u548c\u751f\u4ea7\u73af\u5883\u7684\u9700\u6c42\u3002\u6a21\u578b\u652f\u6301\u82f1\u8bed\u548c\u6cd5\u8bed\uff0c\u5ef6\u8fdf\u4f4e\u81f30.5\u79d2\uff0c\u9002\u5408\u5b9e\u65f6\u5bf9\u8bdd\u3001\u8bed\u97f3\u52a9\u624b\u548c\u7ffb\u8bd1\u573a\u666f\u3002\u9879\u76ee\u4ee3\u7801\u6258\u7ba1\u5728GitHub\uff0c\u6587\u6863\u6e05\u6670\uff0c\u6613\u4e8e\u4e0a\u624b\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li><strong>\u5b9e\u65f6\u8bed\u97f3\u8f6c\u6587\u672c\uff08STT\uff09<\/strong>\uff1a\u652f\u6301\u82f1\u8bed\u548c\u6cd5\u8bed\uff0c\u5ef6\u8fdf\u4f4e\u81f30.5\u79d2\uff0c\u5e26\u8bed\u4e49\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\uff08VAD\uff09\u3002<\/li>\n<li><strong>\u5b9e\u65f6\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09<\/strong>\uff1a\u751f\u6210\u81ea\u7136\u8bed\u97f3\uff0c\u5ef6\u8fdf\u7ea6220\u6beb\u79d2\uff0c\u652f\u6301\u957f\u6587\u672c\u751f\u6210\u3002<\/li>\n<li><strong>\u8bed\u97f3\u514b\u9686<\/strong>\uff1a\u4ec5\u970010\u79d2\u97f3\u9891\u5373\u53ef\u514b\u9686\u8bed\u97f3\uff08\u529f\u80fd\u672a\u5b8c\u5168\u5f00\u6e90\uff09\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u63d0\u4f9b\u82f1\u8bed\u548c\u6cd5\u8bed\u6a21\u578b\uff0c\u90e8\u5206\u652f\u6301\u5176\u4ed6\u8bed\u8a00\u7684\u5b9e\u9a8c\u6027\u529f\u80fd\u3002<\/li>\n<li><strong>\u9ad8\u6548\u6279\u5904\u7406<\/strong>\uff1aRust\u670d\u52a1\u5668\u652f\u6301\u9ad8\u5e76\u53d1\uff0cL40S GPU\u4e0a\u53ef\u5904\u740664\u4e2a\u5b9e\u65f6\u97f3\u9891\u6d41\u3002<\/li>\n<li><strong>\u8de8\u5e73\u53f0\u90e8\u7f72<\/strong>\uff1a\u652f\u6301PyTorch\uff08\u7814\u7a76\uff09\u3001Rust\uff08\u751f\u4ea7\uff09\u3001MLX\uff08\u82f9\u679c\u8bbe\u5907\uff09\u3002<\/li>\n<li><strong>\u65f6\u95f4\u6233\u8f93\u51fa<\/strong>\uff1aSTT\u6a21\u578b\u8fd4\u56de\u5355\u8bcd\u7ea7\u65f6\u95f4\u6233\uff0c\u4fbf\u4e8e\u5b57\u5e55\u751f\u6210\u6216\u4ea4\u4e92\u63a7\u5236\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p><code>delayed-streams-modeling<\/code>\u9879\u76ee\u652f\u6301\u591a\u79cd\u90e8\u7f72\u65b9\u5f0f\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4f7f\u7528\u573a\u666f\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6307\u5357\uff1a<\/p>\n<h4>1.\u00a0<strong>PyTorch\uff08\u7814\u7a76\u548c\u5b9e\u9a8c\uff09<\/strong><\/h4>\n<p>\u9002\u5408\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u5728\u672c\u5730\u6d4b\u8bd5\u6a21\u578b\u3002<\/p>\n<ul>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\uff1a\n<ul>\n<li>\u786e\u4fdd\u5b89\u88c5Python 3.8+\u548cPyTorch\uff08\u5efa\u8bae\u4f7f\u7528GPU\u7248\u672c\uff09\u3002<\/li>\n<li>\u514b\u9686\u4ed3\u5e93\uff1a\n<pre><code>git clone https:\/\/github.com\/kyutai-labs\/delayed-streams-modeling.git\r\ncd delayed-streams-modeling\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5\u4f9d\u8d56\uff1a\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884cSTT\u6a21\u578b<\/strong>\uff1a\n<ul>\n<li>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u5982<code>kyutai\/stt-1b-en_fr<\/code>\uff08Hugging Face\u4ed3\u5e93\uff09\u3002<\/li>\n<li>\u8fd0\u884c\u63a8\u7406\u793a\u4f8b\uff1a\n<pre><code>python -m moshi_mlx.run_inference --hf-repo kyutai\/stt-2.6b-en-mlx audio\/sample.wav --temp 0\r\n<\/code><\/pre>\n<\/li>\n<li>\u7ed3\u679c\u5c06\u8f93\u51fa\u8f6c\u5f55\u6587\u672c\u548c\u65f6\u95f4\u6233\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884cTTS\u6a21\u578b<\/strong>\uff1a\n<ul>\n<li>\u4f7f\u7528\u7c7b\u4f3c\u547d\u4ee4\u8c03\u7528TTS\u6a21\u578b\uff0c\u8f93\u5165\u6587\u672c\u6587\u4ef6\u751f\u6210\u97f3\u9891\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>2.\u00a0<strong>Rust\uff08\u751f\u4ea7\u73af\u5883\uff09<\/strong><\/h4>\n<p>\u9002\u5408\u9ad8\u5e76\u53d1\u751f\u4ea7\u73af\u5883\uff0c\u6027\u80fd\u4f18\u8d8a\u3002<\/p>\n<ul>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\uff1a\n<ul>\n<li>\u5b89\u88c5Rust\uff08\u901a\u8fc7<code>rustup<\/code>\uff09\u3002<\/li>\n<li>\u514b\u9686<code>moshi<\/code>\u4ed3\u5e93\uff1a\n<pre><code>git clone https:\/\/github.com\/kyutai-labs\/moshi.git\r\ncd moshi\r\n<\/code><\/pre>\n<\/li>\n<li>\u5b89\u88c5<code>moshi-server<\/code>\uff1a\n<pre><code>cargo install moshi-server\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u670d\u52a1\u5668<\/strong>\uff1a\n<ul>\n<li>\u7f16\u8f91\u914d\u7f6e\u6587\u4ef6\uff08\u4f4d\u4e8e<code>moshi\/config<\/code>\uff09\uff0c\u8bbe\u7f6e\u6279\u5904\u7406\u5927\u5c0f\uff08L40S GPU\u5efa\u8bae64\uff09\u3002<\/li>\n<li>\u542f\u52a8\u670d\u52a1\u5668\uff1a\n<pre><code>cargo run --release -- --config config.toml\r\n<\/code><\/pre>\n<\/li>\n<li>\u670d\u52a1\u5668\u901a\u8fc7WebSocket\u63d0\u4f9b\u6d41\u5f0f\u8bbf\u95ee\uff0c\u652f\u6301\u591a\u7528\u6237\u5e76\u53d1\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u4f7f\u7528\u65b9\u6cd5<\/strong>\uff1a\n<ul>\n<li>\u901a\u8fc7WebSocket\u5ba2\u6237\u7aef\u53d1\u9001\u97f3\u9891\u6d41\uff0c\u63a5\u6536\u8f6c\u5f55\u6587\u672c\u6216\u751f\u6210\u8bed\u97f3\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>3.\u00a0<strong>MLX\uff08\u82f9\u679c\u8bbe\u5907\uff09<\/strong><\/h4>\n<p>\u9002\u5408\u5728iPhone\u6216Mac\u4e0a\u8fd0\u884c\uff0c\u4f18\u5316\u786c\u4ef6\u52a0\u901f\u3002<\/p>\n<ul>\n<li><strong>\u73af\u5883\u51c6\u5907<\/strong>\uff1a\n<ul>\n<li>\u5b89\u88c5MLX\u6846\u67b6\uff08\u82f9\u679c\u5b98\u65b9\u673a\u5668\u5b66\u4e60\u6846\u67b6\uff09\u3002<\/li>\n<li>\u514b\u9686\u4ed3\u5e93\u5e76\u5b89\u88c5<code>moshi-mlx<\/code>\uff1a\n<pre><code>pip install moshi-mlx\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u63a8\u7406<\/strong>\uff1a\n<ul>\n<li>\u9ea6\u514b\u98ce\u5b9e\u65f6\u8f6c\u5f55\uff1a\n<pre><code>python -m moshi_mlx.run_inference --hf-repo kyutai\/stt-1b-en_fr-mlx --mic\r\n<\/code><\/pre>\n<\/li>\n<li>\u6587\u4ef6\u8f6c\u5f55\uff1a\n<pre><code>python -m moshi_mlx.run_inference --hf-repo kyutai\/stt-2.6b-en-mlx audio\/sample.mp3 --temp 0\r\n<\/code><\/pre>\n<\/li>\n<li>1B\u6a21\u578b\u5728iPhone 16 Pro\u4e0a\u8fd0\u884c\u6d41\u7545\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u529f\u80fd\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<h4>\u5b9e\u65f6\u8bed\u97f3\u8f6c\u6587\u672c\uff08STT\uff09<\/h4>\n<ol>\n<li><strong>\u8f93\u5165\u97f3\u9891<\/strong>\uff1a\u652f\u6301\u9ea6\u514b\u98ce\u5b9e\u65f6\u8f93\u5165\u6216\u4e0a\u4f20\u97f3\u9891\u6587\u4ef6\uff08\u5982WAV\u3001MP3\uff09\u3002<\/li>\n<li><strong>\u6a21\u578b\u9009\u62e9<\/strong>\uff1a\n<ul>\n<li><code>kyutai\/stt-1b-en_fr<\/code>\uff1a\u9002\u5408\u82f1\u8bed\u548c\u6cd5\u8bed\uff0c\u4f4e\u5ef6\u8fdf\uff080.5\u79d2\uff09\uff0c\u5e26\u8bed\u4e49VAD\u3002<\/li>\n<li><code>kyutai\/stt-2.6b-en<\/code>\uff1a\u82f1\u8bed\u4e13\u7528\uff0c2.5\u79d2\u5ef6\u8fdf\uff0c\u7cbe\u5ea6\u66f4\u9ad8\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8bed\u4e49VAD<\/strong>\uff1a\u81ea\u52a8\u68c0\u6d4b\u7528\u6237\u662f\u5426\u7ed3\u675f\u8bf4\u8bdd\uff0c\u52a8\u6001\u8c03\u6574\u6682\u505c\u65f6\u95f4\uff0c\u907f\u514d\u8bef\u5224\u3002<\/li>\n<li><strong>\u8f93\u51fa\u7ed3\u679c<\/strong>\uff1a\u8fd4\u56de\u8f6c\u5f55\u6587\u672c\u548c\u5355\u8bcd\u7ea7\u65f6\u95f4\u6233\uff0c\u53ef\u7528\u4e8e\u5b57Subtitle\u751f\u6210\u6216\u4ea4\u4e92\u63a7\u5236\u3002<\/li>\n<li><strong>\u4f18\u5316\u5ef6\u8fdf<\/strong>\uff1a\u4f7f\u7528\u201cflush trick\u201d\u6280\u672f\uff0c\u68c0\u6d4b\u5230\u8bed\u97f3\u7ed3\u675f\u65f6\u52a0\u901f\u5904\u7406\uff0c\u5ef6\u8fdf\u4ece500\u6beb\u79d2\u964d\u81f3125\u6beb\u79d2\u3002<\/li>\n<\/ol>\n<h4>\u5b9e\u65f6\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09<\/h4>\n<ol>\n<li><strong>\u8f93\u5165\u6587\u672c<\/strong>\uff1a\u652f\u6301\u9010\u53e5\u8f93\u5165\u6216\u6d41\u5f0f\u8f93\u5165\uff0c\u9002\u5408\u5b9e\u65f6\u5bf9\u8bdd\u3002<\/li>\n<li><strong>\u751f\u6210\u97f3\u9891<\/strong>\uff1a\u6a21\u578b\u5728220\u6beb\u79d2\u5185\u751f\u6210\u81ea\u7136\u8bed\u97f3\uff0c\u652f\u6301\u957f\u6587\u672c\uff08\u8d8530\u79d2\uff09\u3002<\/li>\n<li><strong>\u8bed\u97f3\u514b\u9686<\/strong>\uff1a\u8f93\u516510\u79d2\u53c2\u8003\u97f3\u9891\uff0c\u751f\u6210\u76f8\u4f3c\u8bed\u97f3\uff08\u9700\u989d\u5916\u914d\u7f6e\uff0c\u672a\u5b8c\u5168\u5f00\u6e90\uff09\u3002<\/li>\n<li><strong>\u8f93\u51fa\u683c\u5f0f<\/strong>\uff1a\u751f\u6210WAV\u683c\u5f0f\u97f3\u9891\uff0c\u53ef\u76f4\u63a5\u64ad\u653e\u6216\u4fdd\u5b58\u3002<\/li>\n<\/ol>\n<h4>\u751f\u4ea7\u73af\u5883\u90e8\u7f72<\/h4>\n<ul>\n<li><strong>Rust\u670d\u52a1\u5668<\/strong>\uff1a\u652f\u6301\u9ad8\u5e76\u53d1\uff0cH100 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