{"id":381,"date":"2026-07-18T07:00:37","date_gmt":"2026-07-17T23:00:37","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/07\/18\/%e9%9f%b3%e9%a2%91%e7%94%9f%e6%88%90%e4%b9%9f%e8%a2%ab%e5%8d%b7%e8%bf%9b%e5%ae%9e%e6%97%b6%e6%97%b6%e4%bb%a3%ef%bc%9aaudiox-turbo-4-%e6%ad%a5%e5%87%ba%e5%a3%b0%ef%bc%8c%e6%9d%83%e9%87%8d%e5%85%a8\/"},"modified":"2026-07-18T07:00:37","modified_gmt":"2026-07-17T23:00:37","slug":"%e9%9f%b3%e9%a2%91%e7%94%9f%e6%88%90%e4%b9%9f%e8%a2%ab%e5%8d%b7%e8%bf%9b%e5%ae%9e%e6%97%b6%e6%97%b6%e4%bb%a3%ef%bc%9aaudiox-turbo-4-%e6%ad%a5%e5%87%ba%e5%a3%b0%ef%bc%8c%e6%9d%83%e9%87%8d%e5%85%a8","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/07\/18\/%e9%9f%b3%e9%a2%91%e7%94%9f%e6%88%90%e4%b9%9f%e8%a2%ab%e5%8d%b7%e8%bf%9b%e5%ae%9e%e6%97%b6%e6%97%b6%e4%bb%a3%ef%bc%9aaudiox-turbo-4-%e6%ad%a5%e5%87%ba%e5%a3%b0%ef%bc%8c%e6%9d%83%e9%87%8d%e5%85%a8\/","title":{"rendered":"\u97f3\u9891\u751f\u6210\u4e5f\u88ab\u5377\u8fdb\u5b9e\u65f6\u65f6\u4ee3\uff1aAudioX-Turbo 4 \u6b65\u51fa\u58f0\uff0c\u6743\u91cd\u5168\u5f00\u6e90"},"content":{"rendered":"<h2>\u5b83\u662f\u4ec0\u4e48<\/h2>\n<p>\u8fd9\u4e24\u5e74\u672c\u5730\u8dd1\u5927\u6a21\u578b\u8d8a\u6765\u8d8a\u987a\u624b\uff0c\u4f46\u97f3\u9891\u751f\u6210\u4e00\u76f4\u662f\u4e2a&#8221;\u6162\u534a\u62cd&#8221;\u7684\u73af\u8282\u3002\u50cf Stable Audio\u3001MMAudio \u8fd9\u7c7b\u6269\u6563\u6a21\u578b\uff0c\u751f\u6210 10 \u79d2\u58f0\u97f3\u8981\u8fed\u4ee3\u51e0\u5341\u5230\u4e0a\u767e\u6b65\uff0c\u7b49\u4e2a\u51e0\u79d2\u5341\u51e0\u79d2\u662f\u5e38\u6001\uff0c\u79bb&#8221;\u5b9e\u65f6&#8221;\u8fd8\u5dee\u5f97\u8fdc\u3002\u6240\u4ee5\u6211\u770b\u5230 AudioX-Turbo \u8fd9\u4e2a\u4ed3\u5e93\u65f6\u6709\u70b9\u610f\u5916\u2014\u2014\u5b83\u628a\u91c7\u6837\u538b\u5230\u4e86 <strong>4 \u6b65<\/strong>\uff0c\u5728\u5355\u5f20 RTX 4090 \u4e0a\u751f\u6210 10 \u79d2\u97f3\u9891\u53ea\u8981 0.24 \u79d2\uff08RTF 0.02\uff09\uff0c\u800c\u4e14\u662f<strong>\u5b8c\u5168\u5f00\u6e90<\/strong>\u7684\uff0c\u63a8\u7406\u4ee3\u7801\u3001\u8bad\u7ec3\u4ee3\u7801\u548c\u6a21\u578b\u6743\u91cd\u90fd\u653e\u51fa\u6765\u4e86\u3002<\/p>\n<p>AudioX-Turbo \u662f Noiz AI \u8054\u5408\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u3001\u6e05\u534e\u5927\u5b66\u641e\u7684\u4e00\u4e2a&#8221;Anything-to-Audio&#8221;\u7edf\u4e00\u6846\u67b6\u3002\u524d\u8eab\u662f ICLR 2026 \u7684 AudioX\uff0c\u8fd9\u6b21\u7684 Turbo \u7248\u672c\u91cd\u70b9\u4e0d\u5728&#8221;\u80fd\u505a\u66f4\u591a&#8221;\uff0c\u800c\u5728&#8221;\u505a\u5f97\u5feb&#8221;\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/07\/audiox-teaser.png\" alt=\"AudioX-Turbo teaser\" style=\"max-width:100%;height:auto\"><\/p>\n<h2>\u5e95\u5c42\u601d\u8def\uff1a\u628a\u8001\u5e08\u6a21\u578b\u84b8\u998f\u6210&#8221;\u5feb\u5b66\u751f&#8221;<\/h2>\n<p>\u5b83\u7684\u505a\u6cd5\u662f teacher\u2013student \u84b8\u998f\u3002\u5148\u7528\u4e00\u4e2a 2.7B \u53c2\u6570\u7684\u591a\u6a21\u6001\u6269\u6563 transformer\uff08MMDiT\uff0c\u5e26\u4e00\u4e2a\u591a\u6a21\u6001\u81ea\u9002\u5e94\u878d\u5408\u6a21\u5757\uff09\u5f53\u8001\u5e08\uff0c\u5728\u6587\u672c\u3001\u89c6\u9891\u3001\u97f3\u9891\u591a\u79cd\u6761\u4ef6\u4e0b\u505a\u9ad8\u4fdd\u771f\u5408\u6210\uff1b\u518d\u7528<strong>\u5206\u5e03\u5339\u914d\u84b8\u998f\uff08DMD\uff09+ \u5bf9\u6297\u84b8\u998f<\/strong>\uff0c\u628a\u5b83\u538b\u6210\u53ea\u8d70 4 \u6b65\u7684\u5b66\u751f\u6a21\u578b\u3002\u76f8\u6bd4\u539f\u5148 50\u2013200 \u6b65\u7684\u6269\u6563\u91c7\u6837\uff0c\u524d\u5411\u8ba1\u7b97\u91cf\u780d\u4e86\u7ea6 <strong>25 \u500d<\/strong>\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/07\/audiox-method.png\" alt=\"AudioX-Turbo method\" style=\"max-width:100%;height:auto\"><\/p>\n<p>\u6709\u610f\u601d\u7684\u662f\uff0c\u56e0\u4e3a\u52a0\u4e86\u5bf9\u6297\u5224\u522b\u5668\u505a\u5c11\u6b65\u751f\u6210\u7684\u5bf9\u6297\u8bad\u7ec3\uff0c\u5b66\u751f\u6a21\u578b\u5728\u90e8\u5206\u6307\u6807\u4e0a\u8fd8\u53cd\u8d85\u4e86 100 \u6b65\u7684\u8001\u5e08\u3002\u914d\u5408\u4e00\u4efd\u7ea6 920 \u4e07\u6761&#8221;\u5f3a\u6307\u4ee4&#8221;\u6570\u636e\u96c6\uff08IF-caps-Pro\uff09\uff0c\u5b83\u7b2c\u4e00\u6b21\u628a&#8221;\u65f6\u95f4\u6233&#8221;\u548c&#8221;\u5148\u540e\u987a\u5e8f&#8221;\u8fd9\u7c7b\u7cbe\u7ec6\u63a7\u5236\u505a\u624e\u5b9e\u4e86\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/07\/audiox-distill.png\" alt=\"AudioX-Turbo distill\" style=\"max-width:100%;height:auto\"><\/p>\n<h2>\u80fd\u5e72\u4ec0\u4e48<\/h2>\n<p>\u5b83\u5403\u6587\u672c\u3001\u89c6\u9891\u3001\u97f3\u9891\u4e09\u79cd\u6761\u4ef6\uff0c\u4efb\u610f\u7ec4\u5408\uff1a<\/p>\n<ul>\n<li><strong>\u6587\u751f\u97f3\u9891\uff08T2A\uff09<\/strong>\uff1a\u7ed9\u4e00\u53e5&#8221;\u952e\u76d8\u6572\u51fb\u58f0&#8221;\uff0c\u51fa\u73af\u5883\u97f3\uff1b<\/li>\n<li><strong>\u6587\u751f\u97f3\u4e50\uff08T2M\uff09<\/strong>\uff1a\u7ed9&#8221;\u94a2\u7434\u52a0\u5c0f\u63d0\u7434\u7684\u66f2\u5b50&#8221;\uff0c\u76f4\u63a5\u751f\u6210\u914d\u4e50\uff1b<\/li>\n<li><strong>\u89c6\u9891\u751f\u97f3\u9891 \/ \u97f3\u4e50\uff08V2A \/ V2M\uff09<\/strong>\uff1a\u5582\u4e00\u6bb5\u89c6\u9891\uff0c\u81ea\u52a8\u914d\u73af\u5883\u97f3\u6216\u914d\u4e50\uff1b<\/li>\n<li><strong>\u5e26\u65f6\u95f4\u6233\u7684\u5f3a\u6307\u4ee4<\/strong>\uff1a\u6bd4\u5982&#8221;\u5148\u6765\u4e00\u6bb5\u8749\u9e23\uff0c\u7136\u540e\u5409\u4ed6\u5207\u5165&#8221;\u2014\u2014\u8001\u6a21\u578b\u7ecf\u5e38\u628a\u987a\u5e8f\u548c\u6570\u91cf\u641e\u9519\uff0c\u5b83\u80fd\u542c\u61c2\u3002<\/li>\n<\/ul>\n<h2>\u600e\u4e48\u8dd1<\/h2>\n<p>\u4ed3\u5e93\u91cc\u7ed9\u4e86 Gradio demo \u548c Python API \u4e24\u6761\u8def\uff0c\u6700\u7701\u4e8b\u7684\u662f\u4e0b\u9762\u8fd9\u5957\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/NoizAI\/AudioX-Turbo.git\ncd AudioX-Turbo\nconda create -n audiox-turbo python=3.8.20\nconda activate audiox-turbo\nconda install -c conda-forge ffmpeg libsndfile\npip install -r requirements.txt\npip install -e . --no-deps\nbash scripts\/download_checkpoints.sh\npython run_gradio.py   # http:\/\/localhost:7860<\/code><\/pre>\n<p>\u6743\u91cd\u653e\u5728 Hugging Face \u4e0a\uff08HKUSTAudio\/AudioX-Turbo\uff09\uff0c\u4e0b\u8f7d\u811a\u672c\u4f1a\u5e2e\u4f60\u62c9\u5b66\u751f\u6a21\u578b\u3001VAE\uff0c\u4ee5\u53ca\u89c6\u9891\u6761\u4ef6\u751f\u6210\u8981\u7528\u7684 Synchformer\u3002\u7eaf\u6587\u751f\u97f3\u9891 \/ \u97f3\u4e50\u4e0d\u9700\u8981\u663e\u5361\u89c6\u9891\u7f16\u7801\uff0c\u4f46\u89c6\u9891\u6761\u4ef6\u90a3\u6761\u8def\u5f97\u989d\u5916\u52a0\u8f7d Synchformer\u3002<\/p>\n<h2>\u6709\u4ec0\u4e48\u5751<\/h2>\n<p>\u8bf4\u51e0\u4e2a\u5b9e\u8bdd\uff1a<\/p>\n<p><strong>\u7b2c\u4e00\uff0c\u5b83\u5bf9\u786c\u4ef6\u6709\u95e8\u69db\u3002<\/strong> \u63a8\u7406\u9700\u8981 CUDA 12.1 \u7684 N \u5361\uff0cApple \u82af\u7247\u7684 Mac \u548c\u591a\u6570\u5bb6\u7528 NAS \u90fd\u6ca1\u6cd5\u76f4\u63a5\u8dd1\u3002\u60f3\u7eaf\u672c\u5730\u90e8\u7f72\uff0c\u57fa\u672c\u5f97\u6709\u4e00\u5f20 NVIDIA \u663e\u5361\uff0c\u6216\u8005\u4e34\u65f6\u5f00\u4e00\u53f0\u5e26 GPU \u7684\u4e91\u4e3b\u673a\u3002\u5c31\u6211\u4e2a\u4eba\u90a3\u53f0 Mac \u52a0 NAS \u7684\u7ec4\u5408\uff0c\u60f3\u672c\u5730\u8dd1\u5b83\u8fd8\u5dee\u4e00\u5f20\u5361\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\uff0c\u6388\u6743\u662f CC-BY-NC 4.0\uff0c\u975e\u5546\u7528\u3002<\/strong> \u6a21\u578b\u8fd8\u5e26\u4e86\u6c34\u5370\uff0c\u5546\u4e1a\u9879\u76ee\u522b\u76f4\u63a5\u62ff\u6765\u7528\u3002\u4e2a\u4eba\u6298\u817e\u3001\u505a demo\u3001\u7814\u7a76\u5b66\u4e60\u5b8c\u5168\u6ca1\u95ee\u9898\u3002<\/p>\n<p><strong>\u7b2c\u4e09\uff0c\u4f9d\u8d56\u6709\u70b9\u6311\u3002<\/strong> \u5b98\u65b9\u628a\u73af\u5883\u9489\u6b7b\u5728 Python 3.8.20\uff0c\u90e8\u5206\u8def\u5f84\u5728 Windows \u4e0a\u672a\u5fc5\u987a\uff0c\u6700\u597d\u8001\u8001\u5b9e\u5b9e\u5728 Linux \u6216 macOS \u7684 conda \u73af\u5883\u91cc\u6298\u817e\u3002<\/p>\n<h2>\u503c\u4e0d\u503c\u5f97\u8ddf<\/h2>\n<p>\u5982\u679c\u4f60\u662f\u505a\u97f3\u6548\u3001\u914d\u97f3\u3001\u4e92\u52a8\u5185\u5bb9\u7684\u4eba\uff0c\u8fd9\u4e2a\u9879\u76ee\u628a&#8221;\u5b9e\u65f6\u751f\u6210&#8221;\u5f80\u524d\u63a8\u4e86\u4e00\u5927\u6b65\u2014\u20140.24 \u79d2\u7684\u51fa\u58f0\u901f\u5ea6\u610f\u5473\u7740\u6e38\u620f\u5b9e\u65f6\u62df\u97f3\u3001\u4e92\u52a8\u5267\u914d\u97f3\u8fd9\u79cd\u573a\u666f\uff0c\u7ec8\u4e8e\u6709\u4e86\u5f00\u6e90\u53ef\u843d\u5730\u7684\u9009\u9879\u3002\u5c31\u7b97\u6682\u65f6\u6ca1\u663e\u5361\u8dd1\u4e0d\u8d77\u6765\uff0c\u628a\u4ed3\u5e93\u548c\u8bba\u6587\uff08arXiv 2606.12555\uff09\u6536\u7740\u4e5f\u4e0d\u4e8f\uff0c\u84b8\u998f\u8fd9\u6761\u8def\u5927\u6982\u7387\u4f1a\u6210\u4e3a\u97f3\u9891\u751f\u6210\u6a21\u578b\u7684\u6807\u914d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5b83\u662f\u4ec0\u4e48 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\u6b65\u51fa\u58f0\uff0c\u6743\u91cd\u5168\u5f00\u6e90\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":2,"featured_media":378,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,10],"tags":[],"class_list":["post-381","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-software"],"_links":{"self":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/381","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/comments?post=381"}],"version-history":[{"count":0,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/381\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media\/378"}],"wp:attachment":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media?parent=381"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/categories?post=381"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/tags?post=381"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}