{"id":21953,"date":"2024-11-15T18:11:51","date_gmt":"2024-11-15T10:11:51","guid":{"rendered":"http:\/\/139.9.1.231\/?p=21953"},"modified":"2024-11-29T11:02:45","modified_gmt":"2024-11-29T03:02:45","slug":"hertz-dev-auido-llm","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2024\/11\/15\/hertz-dev-auido-llm\/","title":{"rendered":"Hertz-dev\uff1a \u9996\u4e2a\u5f00\u6e90\u7684\u8d85\u4f4e\u5ef6\u8fdf\u7684\u5b9e\u65f6\u4ea4\u4e92\u8bed\u97f3\u5bf9\u8bdd\u6a21\u578b"},"content":{"rendered":"\n<p>\u4e00\u4e2a\u9769\u547d\u6027\u7684\u5f00\u6e90\u97f3\u9891\u6a21\u578b\u2014\u2014Hertz-dev \u6a2a\u7a7a\u51fa\u4e16\uff0c\u51ed\u501f\u5176\u60ca\u4eba\u7684\u6027\u80fd\u6307\u6807\uff0c\u8ba9\u5168\u7403\u5f00\u53d1\u8005\u4e3a\u4e4b\u9707\u64bc\u3002\u8fd9\u6b3e\u62e5\u6709 85 \u4ebf\u53c2\u6570\u7684 AI \u8bed\u97f3\u5de8\u517d\uff0c\u901a\u8fc7 2000 \u4e07\u5c0f\u65f6\u9ad8\u8d28\u91cf\u97f3\u9891\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u6210\u529f\u5b9e\u73b0\u4e86\u4eba\u7c7b\u68a6\u5bd0\u4ee5\u6c42\u7684\u5168\u53cc\u5de5\u5b9e\u65f6\u5bf9\u8bdd\u3002\u6700\u4ee4\u4eba\u60ca\u53f9\u7684\u662f\u5176 120 \u6beb\u79d2\u7684\u8d85\u4f4e\u5ef6\u8fdf\u8868\u73b0\uff0c\u8f83\u73b0\u6709\u516c\u5f00\u6a21\u578b\u8db3\u8db3\u63d0\u5347\u4e86\u4e00\u500d\uff0c\u8ba9\u4eba\u673a\u5bf9\u8bdd\u4f53\u9a8c\u63d0\u5347\u5230\u4e86\u4e00\u4e2a\u5168\u65b0\u5883\u754c\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u5f53\u4f60\u5728\u548c AI \u5bf9\u8bdd\u65f6\uff0c\u4e0d\u5fc5\u518d\u7b49\u5f85\u5bf9\u65b9\u8bf4\u5b8c\u5c31\u80fd\u81ea\u7136\u63d2\u8bdd\uff0c\u5c31\u50cf\u771f\u5b9e\u7684\u4eba\u7c7b\u5bf9\u8bdd\u4e00\u6837\u6d41\u7545\u81ea\u7136\u3002<\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>Hertz-dev \u7684\u6838\u5fc3\u7a81\u7834\u5305\u62ec\uff1a<\/strong><\/p>\n\n\n\n<p>         &#8211;<strong>\u7a81\u7834\u6027\u5168\u53cc\u5de5\u6280\u672f\uff1a<\/strong>&nbsp;\u5f7b\u5e95\u98a0\u8986\u4f20\u7edf\u8f6e\u6d41\u53d1\u8a00\u6a21\u5f0f\uff0c\u5b9e\u73b0\u771f\u6b63\u7684\u53cc\u5411\u5b9e\u65f6\u4ea4\u6d41\u3002<\/p>\n\n\n\n<p>         <strong>&#8211; \u5353\u8d8a\u97f3\u9891\u538b\u7f29\uff1a<\/strong>&nbsp;\u5728\u4fdd\u8bc1\u9ad8\u97f3\u8d28\u7684\u540c\u65f6\uff0c\u5927\u5e45\u964d\u4f4e\u5e26\u5bbd\u5360\u7528\u3002<\/p>\n\n\n\n<p>         <strong>&#8211; \u8d85\u957f\u5bf9\u8bdd\u80fd\u529b\uff1a<\/strong>&nbsp;\u8f7b\u677e\u7406\u89e3\u548c\u751f\u6210\u6301\u7eed\u6027\u5bf9\u8bdd\u5185\u5bb9\u3002<\/p>\n\n\n\n<p>         <strong>&#8211; \u9769\u547d\u6027\u4f4e\u5ef6\u8fdf\uff1a<\/strong>&nbsp;120 \u6beb\u79d2\u7684\u54cd\u5e94\u901f\u5ea6\uff0c\u5f00\u521b\u5b9e\u65f6\u4e92\u52a8\u65b0\u7eaa\u5143\u3002<\/p>\n\n\n\n<p>       \u5b98\u65b9\u4ecb\u7ecd\uff1aHertz-dev \u5728 RTX 4090 \u4e0a\u7684\u7406\u8bba\u5ef6\u8fdf\u4e3a 65 \u6beb\u79d2\uff0c\u5b9e\u9645\u5e73\u5747\u5ef6\u8fdf\u4e3a 120 \u6beb\u79d2\u3002\u8fd9\u6bd4\u4e16\u754c\u4e0a\u4efb\u4f55\u516c\u5171\u6a21\u578b\u7684\u5ef6\u8fdf\u90fd\u4f4e\u7ea6 2 \u500d\u2014\u2014\u8fd9\u662f\u6a21\u578b\u80fd\u591f\u4ee5\u7c7b\u4f3c\u4eba\u7c7b\u7684\u65b9\u5f0f\u4e0e\u60a8\u4e92\u52a8\u7684\u5148\u51b3\u6761\u4ef6\uff0c\u800c\u4e0d\u662f\u611f\u89c9\u50cf\u5ef6\u8fdf\u3001\u65ad\u65ad\u7eed\u7eed\u7684\u7535\u8bdd\u901a\u8bdd\u3002\u4f5c\u8005\u76ee\u524d\u6b63\u5728\u8bad\u7ec3\u66f4\u5927\u3001\u66f4\u5148\u8fdb\u7684 Hertz \u7248\u672c\uff0c\u5b83\u5c06\u4f7f\u7528\u7f29\u653e\u7684\u57fa\u7840\u6a21\u578b\u914d\u65b9\u548c RL \u8c03\u6574\u6765\u5927\u5e45\u63d0\u9ad8\u6a21\u578b\u7684\u539f\u59cb\u529f\u80fd\u548c\u6700\u7ec8\u4e00\u81f4\u6027\u3002Hertz-dev \u662f\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u672a\u6765\u7684\u4e00\u77a5\uff0c\u4e5f\u662f\u4e16\u754c\u4e0a\u6700\u5bb9\u6613\u8ba9\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u5fae\u8c03\u548c\u6784\u5efa\u7684\u5bf9\u8bdd\u97f3\u9891\u6a21\u578b\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-40.png\" alt=\"\" class=\"wp-image-21954\" width=\"485\" height=\"477\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-40.png 661w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/image-40-300x295.png 300w\" sizes=\"(max-width: 485px) 100vw, 485px\" \/><\/figure><\/div>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>\u4ee3\u7801\u5730\u5740\uff1a<\/strong><a href=\"https:\/\/github.com\/Standard-Intelligence\/hertz-dev\">https:\/\/github.com\/Standard-Intelligence\/hertz-dev<\/a><\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>\u4f53\u9a8c\u5730\u5740\uff1a<\/strong><a href=\"https:\/\/si.inc\/hertz-dev\/\">https:\/\/si.inc\/hertz-dev\/<\/a><\/p>\n\n\n\n<p>\u5728\u8fc7\u53bb\u7684\u51e0\u4e2a\u6708\u91cc\uff0cStandard Intelligence \u56e2\u961f\u4e00\u76f4\u5728\u8fdb\u884c\u8de8\u6a21\u6001\u5b66\u4e60\u7814\u7a76\u3002\u6211\u4eec\u5f88\u9ad8\u5174\u5730\u5ba3\u5e03\uff0c\u6211\u4eec\u5c06\u5f00\u6e90\u8fd9\u9879\u7814\u7a76\u7684\u65e9\u671f\u4ea7\u54c1\uff0c\u5373 8.5B\u3001\u5168\u53cc\u5de5\u3001\u7eaf\u97f3\u9891\u57fa\u7840\u6a21\u578b\uff1ahertz-dev\u3002<\/p>\n\n\n\n<p>\u97f3\u9891\u6a21\u6001\u5bf9\u4e8e\u521b\u5efa\u611f\u89c9\u81ea\u7136\u7684\u4ea4\u4e92\u5f0f\u4ee3\u7406\u81f3\u5173\u91cd\u8981\u3002\u76ee\u524d\uff0c\u5229\u7528\u97f3\u9891\u4e0e\u751f\u6210\u5f0f AI \u7684\u4e24\u79cd\u65b9\u6cd5\u662f\u57fa\u4e8e\u6269\u6563\u7684\u65b9\u6cd5\u6216\u81ea\u56de\u5f52\u65b9\u6cd5\u3002\u867d\u7136\u57fa\u4e8e\u6269\u6563\u7684\u97f3\u9891\u6a21\u578b\u88ab\u8bc1\u660e\u64c5\u957f\u97f3\u4e50\u751f\u6210\u548c\u5c0f\u6837\u672c\uff0c\u4f46\u771f\u6b63\u7684\u4ea4\u4e92\u5f0f\u97f3\u9891\u751f\u6210\u9700\u8981\u662f\u81ea\u56de\u5f52\u7684\u3002<\/p>\n\n\n\n<p>\u8be5\u9886\u57df\u6700\u5927\u7684\u95ee\u9898\u662f 1) \u83b7\u5f97\u542c\u8d77\u6765\u50cf\u4eba\u7c7b\u7684\u97f3\u9891\u751f\u6210\uff08\u5373\u975e\u5408\u6210\u7684\u4ee5\u53ca\u5f88\u597d\u5730\u5904\u7406\u4e2d\u65ad\uff09\u548c 2) \u4f7f\u7528\u4e24\u4e2a\u5b9e\u65f6\u9891\u9053\u5904\u7406\u5b9e\u65f6\u751f\u6210\uff0c\u8fd9\u4e24\u4e2a\u9891\u9053\u90fd\u5728\u4ea7\u751f\u4fe1\u606f\uff0c\u5c31\u50cf\u6b63\u5e38\u7684\u4eba\u7c7b\u5bf9\u8bdd\u4e00\u6837\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u6a21\u578b\u5904\u4e8e\u8fd9\u4e24\u8005\u7684\u6700\u524d\u6cbf\uff0c\u539f\u751f\u9002\u5e94\u53cc\u626c\u58f0\u5668\u683c\u5f0f\uff0c\u5177\u6709\u6bd4\u4eba\u7c7b\u66f4\u5feb\u7684\u53cd\u5e94\u65f6\u95f4\uff0c\u5e76\u4e14\u5b8c\u5168\u80fd\u591f\u89e3\u6790\u548c\u751f\u6210\u91cd\u53e0\u7684\u53cc\u626c\u58f0\u5668\u97f3\u9891\u3002\u6211\u4eec\u901a\u8fc7\u5728\u6f5c\u5728\u7a7a\u95f4\u4e2d\u64cd\u4f5c\u4ee5\u53ca\u4f7f\u7528\u91cf\u5316\u8bed\u97f3\u4f4d\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u4ece\u800c\u5141\u8bb8 80ms \u7684\u7406\u8bba\u5e73\u5747\u5ef6\u8fdf\uff0c\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f\u53ea\u6709\u4e00\u4e2a\u91c7\u6837\u7684\u5ef6\u8fdf\u3002\u76ee\u524d\uff0c\u6211\u4eec\u5728\u5355\u4e2a RTX 4090 \u4e0a\u5bf9 120ms \u7684\u5b9e\u9645\u5ef6\u8fdf\u8fdb\u884c\u4e86\u57fa\u51c6\u6d4b\u8bd5\uff0c\u6bd4\u4e4b\u524d\u6700\u5148\u8fdb\u7684\u5ef6\u8fdf\u4f4e 2 \u500d\u3002<\/p>\n\n\n\n<h2>\u6a21\u578b\u67b6\u6784\uff1a<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"448\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-codec-1024x448.png\" alt=\"\" class=\"wp-image-21956\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-codec-1024x448.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-codec-300x131.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-codec-768x336.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-codec-1536x672.png 1536w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-codec-2048x896.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Figure 1:&nbsp;<strong><code>hertz-codec<\/code>&nbsp;architecture diagram for our VAE. The input is 6s 16kHz mono audio and the output is a 32-dim latent.<\/strong><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"930\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-ar-1024x930.png\" alt=\"\" class=\"wp-image-21958\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-ar-1024x930.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-ar-300x273.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-ar-768x698.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2024\/11\/hertz-ar.png 1486w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>\u56fe 2\uff1a\u6211\u4eec\u6a21\u578b\u7684\u81ea\u56de\u5f52\u90e8\u5206\u7684&nbsp;<code>hertz-ar<\/code>&nbsp;\u67b6\u6784\u56fe\u3002\uff082a\uff09 \u662f\u5355\u901a\u9053\u81ea\u56de\u5f52\u6f5c\u5728\u9884\u6d4b\uff0c\uff082b\uff09 \u662f\u53cc\u5de5\u81ea\u56de\u5f52\u6f5c\u5728\u9884\u6d4b\u3002<\/figcaption><\/figure>\n\n\n\n<p>     hertz-dev \u7531\u4e24\u90e8\u5206\u7ec4\u6210 &#8211; \u4ea7\u751f\u97f3\u9891latents\u7684 hertz-codec \u548c\u6839\u636e\u8fc7\u53bb\u97f3\u9891latents\u672a\u6765\u97f3\u9891latents\u7684 hertz-ar\u3002\u97f3\u9891latents\u662f\u6781\u5176\u4e30\u5bcc\u7684\u5148\u9a8c\u6570\u636e\uff0c\u53ef\u7528\u4e8e\u8bb8\u591a\u4e0b\u6e38\u4efb\u52a1\u3002<\/p>\n\n\n\n<p>     hertz-codec\uff1a\u5377\u79ef\u97f3\u9891 VAE\uff0c\u91c7\u7528\u5355\u58f0\u9053\u300116kHz \u8bed\u97f3\uff0c\u5e76\u4f7f\u7528 KL \u6b63\u5219\u5316\u7684 1kbps \u6bd4\u7279\u7387\u7f16\u7801 8Hz latents\u6570\u636e\u3002\u6211\u4eec<strong>\u5229\u7528\u56e0\u679c\u5377\u79ef\uff08\u529f\u80fd\u4e0a\u5728\u5e8f\u5217\u5de6\u4fa7\u6dfb\u52a0\u586b\u5145\uff09\u6765\u5b9e\u73b0\u6d41\u5f0f\u63a8\u7406\u3002<\/strong><\/p>\n\n\n\n<p>    <strong> \u7f16\u89e3\u7801\u5668\u8f93\u51fa\u9ad8\u65af\u53c2\u6570\uff08\u5747\u503c\u548c\u65b9\u5dee\uff09\uff0c\u8fd9\u4e9b\u53c2\u6570\u6bcf 125ms \u5e27\u4ec5\u88ab\u91c7\u6837\u4e3a\u5355\u5c42 32 \u7ef4latent\u6570\u636e\u3002<\/strong>\u5728\u4e3b\u89c2\u8bc4\u4f30\u4e2d\uff0cHertz-codec \u5728 6kbps \u65f6\u4f18\u4e8e Soundstream \u548c Encodec\uff0c\u5728 8kbps \u65f6\u4e0e DAC \u76f8\u5f53\uff0c<strong>\u540c\u65f6\u6bcf\u79d2\u7684\u6807\u8bb0\u6570\u4f4e\u4e8e\u4efb\u4f55\u6d41\u884c\u7684\u6807\u8bb0\u5668<\/strong>\uff0c\u8fd9\u5bf9\u4e8e\u8bed\u8a00\u5efa\u6a21\u81f3\u5173\u91cd\u8981\u3002 <strong>Hertz-codec \u6709 500 \u4e07\u4e2a\u7f16\u7801\u5668\u53c2\u6570\u548c 9500 \u4e07\u4e2a\u89e3\u7801\u5668\u53c2\u6570<\/strong>\u3002<\/p>\n\n\n\n<p>inference_apatosaurus_95000.pt \u2014 \u5728\u6df7\u5408\u91cd\u5efa\u3001\u5bf9\u6297\u548c KL \u6b63\u5219\u5316\u635f\u5931\u4e0a\u8bad\u7ec3\u7684 hertz-codec \u6743\u91cd\u3002<br>inference_volcano_3.pt \u2014 hertz-codec \u91cf\u5316\u5668\uff0c\u4e00\u79cd\u5b66\u4e60\u6295\u5f71\uff0c\u53ef\u63d0\u53d6\u6bcf\u4e2a\u6f5c\u5728\u8bed\u97f3\u4e2d\u6700\u76f8\u5173\u7684 15 \u4f4d\u3002<\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>hertz-ar\uff1a40 \u5c42 84 \u4ebf\u53c2\u6570\u89e3\u7801\u5668\u4e13\u7528\u8f6c\u6362\u5668\uff0c\u4e0a\u4e0b\u6587\u4e3a 2048 \u4e2a\u8f93\u5165token\uff08\u7ea6 4.5 \u5206\u949f\uff09\u3002\u8f93\u51fa\u662f\u53ef\u4ee5\u4f20\u9012\u5230 hertz-codec \u7684latent\u6570\u636e\u3002\u524d 32 \u5c42\u63a5\u6536\u6f5c\u5728\u5386\u53f2\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u9884\u6d4b\u4e0b\u4e00\u4e2alatent\u97f3\u9891token\u7684 15 \u4f4d\u91cf\u5316\u6295\u5f71\u3002\u6211\u4eec\u79f0\u4e4b\u4e3a hertz-lm\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u72ec\u7acb\u8bad\u7ec3\u6216\u4ece\u8bed\u8a00\u6a21\u578b\u6743\u91cd\u521d\u59cb\u5316\u3002<\/strong><\/p>\n\n\n\n<p class=\"has-light-pink-background-color has-background\"><strong>\u6700\u540e 8 \u5c42\u7f51\u7edc\u5229\u7528\u6f5c\u5728\u5386\u53f2\u548c 15 \u4f4d\u91cf\u5316latent\u6765\u9884\u6d4b\u672a\u6765\u7684\u6f5c\u5728\u97f3\u9891\u6807\u8bb0\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u53cc\u5de5\u97f3\u9891\u4f5c\u4e3a\u540e\u8bad\u7ec3\u4efb\u52a1\u5904\u7406\uff0c\u4e24\u4e2a\u6295\u5f71\u5934\u8fde\u63a5\u5728\u4e00\u8d77\uff0c\u7136\u540e\u5206\u6210\u4e24\u4e2a\u91cf\u5316\u6295\u5f71\u7ba1\u9053\uff0c\u4ee5\u5404\u81ea\u7684\u6b8b\u5dee\u4e3a\u6761\u4ef6<\/strong>\u3002<\/p>\n\n\n\n<p>inference_caraway_112000.pt \u2014 \u4ece\u5728 2T \u6807\u8bb0\u4e0a\u8bad\u7ec3\u7684\u8bed\u8a00\u6a21\u578b\u521d\u59cb\u5316\u7684hertz-lm \u6743\u91cd\u3002<br>inference_syrup_110000.pt \u2014 \u968f\u673a\u521d\u59cb\u5316\u7684hertz-lm \u6743\u91cd\uff0c\u5e76\u5b8c\u5168\u5728\u97f3\u9891\u6f5c\u5728\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002<br>inference_whip_72000.pt \u2014 \u6700\u540e 8 \u5c42\u7684hertz-ar \u6743\u91cd<br>inference_care_50000.pt &amp; inference_scion_54000.pt \u2014 hertz-ar \u7684\u53cc\u5de5\u68c0\u67e5\u70b9<\/p>\n\n\n\n<p><br><strong>Hertz-dev \u662f\u7b2c\u4e00\u4e2a\u516c\u5f00\u53d1\u5e03\u7684\u5bf9\u8bdd\u97f3\u9891\u57fa\u7840\u6a21\u578b\u3002\u57fa\u7840\u6a21\u578b\u53ef\u4ee5\u51c6\u786e\u9884\u6d4b\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5e03\uff0c\u800c\u90a3\u4e9b\u7ecf\u8fc7\u5927\u91cf\u5f3a\u5316\u5b66\u4e60\u8c03\u4f18\u4ee5\u538b\u7f29\u751f\u6210\u5206\u5e03\u7684\u6a21\u578b\u5219\u4e0d\u540c\u3002\u8fd9\u4f7f\u5f97\u8fd9\u4e9b\u6a21\u578b\u6210\u4e3a\u5927\u91cf\u4e0d\u540c\u4efb\u52a1\u7684\u4e0b\u6e38\u5fae\u8c03\u7684\u6700\u4f73\u8d77\u70b9\u3002<\/strong>\u6211\u4eec\u76ee\u524d\u6b63\u5728\u8bad\u7ec3\u66f4\u5927\u3001\u66f4\u5148\u8fdb\u7684 Hertz \u7248\u672c\uff0c\u5b83\u5c06\u4f7f\u7528\u7f29\u653e\u7684\u57fa\u7840\u6a21\u578b\u914d\u65b9\u548c\u5f3a\u5316\u5b66\u4e60\u8c03\u4f18\u6765\u5927\u5e45\u63d0\u9ad8\u6a21\u578b\u7684\u539f\u59cb\u80fd\u529b\u548c\u6700\u7ec8\u4e00\u81f4\u6027\u3002<strong>Hertz-dev \u662f\u5b9e\u65f6\u8bed\u97f3\u4ea4\u4e92\u672a\u6765\u7684\u4e00\u77a5\uff0c\u4e5f\u662f\u4e16\u754c\u4e0a\u6700\u5bb9\u6613\u8ba9\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u5fae\u8c03\u548c\u6784\u5efa\u7684\u5bf9\u8bdd\u97f3\u9891\u6a21\u578b\u3002<\/strong><\/p>\n\n\n\n<h2>\u8bad\u7ec3\u9009\u62e9<\/h2>\n\n\n\n<ol><li><strong>\u56e0\u679c\u5377\u79ef\u7f51\u7edc<\/strong>\uff1a<br>\u5728 <strong>hertz-codec<\/strong> \u4e2d\u4f7f\u7528\u4e86<strong>\u56e0\u679c\u5377\u79ef\u7f51\u7edc\u8fdb\u884c\u5e76\u884c\u89e3\u7801<\/strong>\uff0c\u540c\u65f6\u5b9e\u73b0\u5bf9\u6f5c\u5728\u53d8\u91cf\u751f\u6210\u7684\u66f4\u7ec6\u7c92\u5ea6\u63a7\u5236\u3002<\/li><li><strong>15\u4f4d\u91cf\u5316\u6f5c\u53d8\u91cf<\/strong>\uff1a<ul><li><strong>\u6f5c\u53d8\u91cf\u6700\u521d\u88ab\u8bad\u7ec3\u7528\u4e8e\u5305\u542b\u8bed\u97f3\u7684\u97f3\u7d20\u4fe1\u606f\uff0c\u4ece\u800c\u5e2e\u52a9\u6a21\u578b\u751f\u6210\u8bed\u6cd5\u6b63\u786e\u7684\u8bed\u97f3\u3002<\/strong><\/li><li><strong>\u91cf\u5316\u8fc7\u7a0b\u901a\u8fc7\u4e00\u4e2a\u591a\u5c42\u611f\u77e5\u673a\uff08MLP\uff09\u6295\u5c04\u5230\u6709\u9650\u6807\u91cf\u91cf\u5316\uff08Finite Scalar Quantization\uff09\u5c42\u4e2d\u5b8c\u6210\u3002<\/strong><\/li><\/ul><\/li><li><strong>\u521d\u59cb\u5316\u7b56\u7565\u5bf9\u6bd4<\/strong>\uff1a<ul><li>\u5bf9 <strong>hertz-lm<\/strong> \u6d4b\u8bd5\u4e86\u4e24\u79cd\u4e0d\u540c\u7684\u521d\u59cb\u5316\u7b56\u7565\u3002<\/li><li>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u6a21\u578b\u914d\u65b9\u5728\u6709\u6216\u6ca1\u6709\u6587\u672c\u6a21\u578b\u521d\u59cb\u5316\u7684\u60c5\u51b5\u4e0b\uff0c\u90fd\u80fd\u6709\u6548\u5b66\u4e60\u8bed\u8a00\u5b66\u7279\u5f81\u3002<\/li><\/ul><\/li><\/ol>\n\n\n\n<h2>\u6027\u80fd\u8868\u73b0<\/h2>\n\n\n\n<ol><li><strong>\u5b9e\u65f6\u63a8\u7406<\/strong>\uff1a<ul><li>\u5728\u5b9e\u65f6\u63a8\u7406\u4e2d\uff0c\u6a21\u578b\u9700\u8981\u6bcf\u79d2\u8fdb\u884c <strong>8\u6b21\u524d\u5411\u4f20\u64ad<\/strong>\uff0c\u5e76\u6301\u7eed\u6267\u884c\u81ea\u56de\u5f52\u751f\u6210\u3002<\/li><li><strong>\u8f93\u5165\u5305\u542b\u4e24\u4e2a\u72ec\u7acb\u7684\u4fe1\u9053\uff0c\u4f46\u5728\u5bf9\u8bdd\u4e2d\u4ec5\u8fd4\u56de\u5176\u4e2d\u4e00\u4e2a\u4fe1\u9053\u7684\u7ed3\u679c\u3002<\/strong><\/li><li><strong>\u6bcf\u4e00\u6b65\u64cd\u4f5c\u4e2d\uff0c\u6a21\u578b\u63a5\u6536\u7528\u6237\u7684\u97f3\u9891\uff0c\u5c06\u5176\u6807\u8bb0\u4e3a\u6f5c\u53d8\u91cf<\/strong>\uff0c<strong>\u5e76\u5c06\u5176\u4e0e\u6a21\u578b\u4e0a\u4e00\u6b65\u751f\u6210\u7684\u6f5c\u53d8\u91cf\u7ed3\u5408\uff0c\u4e00\u8d77\u8f93\u5165\u5230 hertz-ar<\/strong>\u3002<\/li><\/ul><\/li><li><strong>\u5ef6\u8fdf<\/strong>\uff1a<ul><li>\u5ef6\u8fdf\u7531\u4ee5\u4e0b\u90e8\u5206\u7ec4\u6210\uff1a<ul><li><strong>\u7528\u6237\u8bed\u97f3\u548c\u6a21\u578b\u54cd\u5e94\u4e4b\u95f4\u7684\u5e73\u5747\u65f6\u95f4\uff0862.5\u6beb\u79d2\uff09\uff0c\u5373\u4ece\u4efb\u4f55\u7ed9\u5b9a\u8bed\u97f3\u7247\u6bb5\u5230\u4e00\u4e2a\u6807\u8bb0\u751f\u6210\u5b8c\u6210\u7684\u65f6\u95f4\u3002<\/strong><\/li><li><strong>\u524d\u5411\u4f20\u64ad\u7684\u8ba1\u7b97\u65f6\u95f4\u3002<\/strong><\/li><li><strong>\u7f51\u7edc\u5f80\u8fd4\u7684\u5ef6\u8fdf\u3002<\/strong><\/li><\/ul><\/li><li>\u5728\u672c\u5730 <strong>RTX 4090<\/strong> \u4e0a\u8fd0\u884c\u65f6\uff0c<strong>\u5b9e\u9645\u6d4b\u5f97\u7684\u5e73\u5747\u5ef6\u8fdf\u4e3a 120\u6beb\u79d2\u3002<\/strong><\/li><\/ul><\/li><li><strong>\u5bf9\u6bd4\u8868\u73b0<\/strong>\uff1a<ul><li>\u8fd9\u79cd\u5ef6\u8fdf\u662f\u5176\u4ed6\u97f3\u9891\u6a21\u578b\u7684 <strong>2\u500d\u4f4e<\/strong>\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u5b9e\u65f6\u4ea4\u4e92\u7684\u6d41\u7545\u6027\u3002<\/li><li>\u5b83\u80fd\u591f\u4ee5\u7c7b\u4f3c\u4eba\u7c7b\u7684\u65b9\u5f0f\u8fdb\u884c\u4e92\u52a8\uff0c\u800c\u4e0d\u4f1a\u8ba9\u7528\u6237\u611f\u53d7\u5230\u50cf\u5ef6\u8fdf\u3001\u65ad\u7eed\u7535\u8bdd\u4e00\u6837\u7684\u4e0d\u81ea\u7136\u4f53\u9a8c\u3002<\/li><\/ul><\/li><\/ol>\n\n\n\n<h2>\u7c7b\u4f3c\u7684\u7aef\u5230\u7aef\u7684\u97f3\u9891\u6a21\u578b\uff1a<\/h2>\n\n\n\n<p><br><strong>2\u3001mini-omni2&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/gpt-omni\/mini-omni2\u2026\">https:\/\/github.com\/gpt-omni\/mini-omni2\u2026<\/a><\/p>\n\n\n\n<p><strong>3\u3001GLM-4-Voice&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/THUDM\/GLM-4-Voice\u2026\">https:\/\/github.com\/THUDM\/GLM-4-Voice\u2026<\/a><\/p>\n\n\n\n<p><strong>4\u3001moshi&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/moshi.chat\">https:\/\/moshi.chat<\/a><\/p>\n\n\n\n<p><strong>5\u3001Spiritlm&nbsp;<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/github.com\/facebookresearch\/spiritlm\">https:\/\/github.com\/facebookresearch\/spiritlm<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u4e2a\u9769\u547d\u6027\u7684\u5f00\u6e90\u97f3\u9891\u6a21\u578b\u2014\u2014Hertz-dev \u6a2a\u7a7a\u51fa\u4e16\uff0c\u51ed\u501f\u5176\u60ca\u4eba\u7684\u6027\u80fd\u6307\u6807\uff0c\u8ba9\u5168\u7403\u5f00\u53d1\u8005\u4e3a\u4e4b\u9707\u64bc\u3002\u8fd9\u6b3e\u62e5\u6709 &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2024\/11\/15\/hertz-dev-auido-llm\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">Hertz-dev\uff1a \u9996\u4e2a\u5f00\u6e90\u7684\u8d85\u4f4e\u5ef6\u8fdf\u7684\u5b9e\u65f6\u4ea4\u4e92\u8bed\u97f3\u5bf9\u8bdd\u6a21\u578b<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[40,4,38,34],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21953"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=21953"}],"version-history":[{"count":46,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21953\/revisions"}],"predecessor-version":[{"id":22649,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/21953\/revisions\/22649"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=21953"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=21953"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=21953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}