{"id":13563,"date":"2026-10-19T22:22:00","date_gmt":"2026-10-19T14:22:00","guid":{"rendered":"https:\/\/infernews.com\/blog\/duet\/"},"modified":"2026-10-19T22:27:58","modified_gmt":"2026-10-19T14:27:58","slug":"duet","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/duet\/","title":{"rendered":"DuET \u92fc\u7434\u6f14\u594f\u8f49\u8b5c\u65b0\u6a21\u578b\uff1a\u97f3\u7b26\u8207\u5e40\u4e26\u884c\u7de8\u78bc"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/DuET.jpg\" alt=\"DuET architecture\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u92fc\u7434\u6f14\u594f\u8f49\u8b5c\uff08Performance-to-Score Transcription\uff09\u4e00\u76f4\u6709\u500b\u96e3\u984c\uff1a\u6f14\u594f\u5e36\u6709\u5f48\u6027\u901f\u5ea6\u3001\u8e0f\u677f\u8207\u529b\u5ea6\uff0c\u50b3\u7d71\u97f3\u8a0a\u8f49\u8b5c\u65b9\u6848\u5f80\u5f80\u628a\u7bc0\u594f\u300c\u62c9\u76f4\u300d\uff0c\u5ffd\u7565\u4e86 rubato \u8207\u547c\u5438\u3002DuET \u63a1\u7528 Note\u2013Frame \u96d9\u7de8\u78bc\u7d50\u69cb\uff0c\u97f3\u7b26\u5206\u652f\u8655\u7406\u96e2\u6563\u97f3\u9ad8\u8207\u6642\u503c\uff0c\u5e40\u5206\u652f\u8655\u7406\u7bc0\u594f\u7d30\u7bc0\uff0c\u96d9\u65b9\u900f\u904e\u96d9\u5411\u4ea4\u53c9\u6ce8\u610f\u529b\u4ea4\u63db\u8cc7\u8a0a\uff0c\u8b6f\u78bc\u5668\u8f2a\u6d41\u5f9e\u5169\u500b\u8868\u793a\u9810\u6e2c\u8b5c\u9762\u5c6c\u6027\uff0c\u76ee\u6a19\u662f\u517c\u9867\u97f3\u9ad8\u6e96\u78ba\u5ea6\u8207\u6f14\u594f\u7684\u6642\u5e8f\u5f48\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7bc0\u62cd\u8207\u5f37\u62cd\uff08beat \u8207 downbeat\uff09\u505a\u806f\u5408\u76e3\u7763\uff0c\u6a21\u578b\u5728\u5b78\u7fd2\u8b5c\u9762\u7d50\u69cb\u7684\u540c\u6642\u4e5f\u7406\u89e3\u5c0f\u7bc0\u8108\u7d61\uff0c\u9019\u5c0d rubato \u6bb5\u843d\u7279\u5225\u6709\u5e6b\u52a9\u3002\u4f4d\u7f6e\u7de8\u78bc\u65b9\u9762\u7528\u4e0a TimeRoPE\uff08\u76f8\u5c0d\u6f14\u594f\u6642\u9593\uff09\u8207 TPRoPE\uff08\u97f3\u7a0b\u95dc\u4fc2\uff09\uff0c\u8b93\u6a21\u578b\u5c0d\u6642\u9593\u504f\u79fb\u8207\u97f3\u9ad8\u8ddd\u96e2\u6709\u66f4\u597d\u7684\u6b78\u7d0d\u80fd\u529b\u3002\u8f38\u51fa\u6db5\u84cb MusicXML\u3001\u8046\u807d\u7528 MIDI \u8207\u7d50\u69cb\u5316\u97f3\u7b26\u9810\u6e2c\uff0c\u65b9\u4fbf\u6a02\u8b5c\u8edf\u9ad4\u76f4\u63a5\u958b\u6a94\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f38\u5165\u7aef\u652f\u63f4 MIDI \u76f4\u5165\uff1b\u82e5\u8981\u5403\u97f3\u8a0a\uff0c\u9700\u8981\u52a0\u88dd\u97f3\u8a0a\u524d\u7aef\uff0c\u6d41\u7a0b\u662f Transkun v2 \u5148\u628a\u92fc\u7434\u9304\u97f3\u8f49\u6210 MIDI\uff0c\u518d\u4ea4\u7d66 DuET \u8655\u7406\u3002\u9810\u8a13\u7df4\u6b0a\u91cd\u653e\u5728 Hugging Face\uff08Wayne42\/DuET\uff09\uff0c\u6a21\u578b\u7d04 0.1B \u53c3\u6578\uff0c\u6388\u6b0a\u70ba CC BY-NC 4.0\uff0c\u5b78\u8853\u8207\u975e\u5546\u696d\u7528\u9014\u53ef\u76f4\u63a5\u53d6\u7528\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u97f3\u6a02\u6280\u8853\u7814\u7a76\u8005\u3001\u6578\u4f4d\u97f3\u6a02\u5b78\uff08Digital Musicology\uff09\u5718\u968a\u3001\u958b\u767c\u81ea\u52d5\u8a55\u5206\u6216\u4f34\u594f\u7cfb\u7d71\u7684\u4eba\u4f86\u8aaa\uff0c\u9019\u985e\u4fdd\u7559\u6f14\u594f\u7d30\u7bc0\u7684\u8f49\u8b5c\u5de5\u5177\u6bd4\u7d14\u97f3\u8a0a\u8f49\u8b5c\u66f4\u8cbc\u8fd1\u771f\u5be6\u5834\u666f\uff1b\u92fc\u7434\u8001\u5e2b\u60f3\u628a\u5b78\u751f\u9304\u97f3\u6574\u7406\u6210\u6a02\u8b5c\u3001\u4f5c\u66f2\u4eba\u8981\u505a\u7de8\u66f2\u5206\u6790\uff0c\u4e5f\u90fd\u80fd\u76f4\u63a5\u53d7\u60e0\u3002<a href=\"https:\/\/huggingface.co\/spaces\/Wayne42\/DuET-demo\" target=\"_blank\" rel=\"noopener\"><mark>Demo \u5df2\u4e0a\u67b6<\/mark><\/a> Hugging Face Spaces\uff0c\u53ef\u5148\u8a66\u6548\u679c\u518d\u6c7a\u5b9a\u662f\u5426\u90e8\u7f72\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u9ede\u6458\u8981\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u96d9\u7de8\u78bc\u8a2d\u8a08\uff1aNote encoder \u8207 Frame encoder \u7d93\u96d9\u5411\u4ea4\u53c9\u6ce8\u610f\u529b\u878d\u5408\uff0c\u517c\u9867\u97f3\u6e96\u8207\u7bc0\u594f\u5f48\u6027<\/li>\n\n\n\n<li>\u7bc0\u62cd\u806f\u5408\u76e3\u7763\uff1abeat \u8207 downbeat \u540c\u6642\u5b78\u7fd2\uff0c\u6709\u52a9\u8655\u7406 rubato<\/li>\n\n\n\n<li>TimeRoPE + TPRoPE\uff1a\u76f8\u5c0d\u6642\u9593\u8207\u97f3\u7a0b\u95dc\u4fc2\u7684\u4f4d\u7f6e\u7de8\u78bc<\/li>\n\n\n\n<li>\u8f38\u51fa\u9f4a\u5168\uff1aMusicXML\u3001\u8046\u807d MIDI \u8207\u7d50\u69cb\u5316\u97f3\u7b26\u9810\u6e2c\uff0c\u4e3b\u6d41\u6a02\u8b5c\u8edf\u9ad4\u53ef\u958b<\/li>\n\n\n\n<li>\u6b0a\u91cd\u8207 Demo\uff1aHugging Face \u63d0\u4f9b Wayne42\/DuET \u6b0a\u91cd\u8207 Spaces Demo\uff0cCC BY-NC 4.0 \u6388\u6b0a<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/wei-zeng98\/DuET\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/Wayne42\/DuET\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DuET \u628a\u92fc\u7434\u6f14\u594f MIDI \u8f49\u6210\u7d50\u69cb\u5316\u6a02\u8b5c\uff0c\u9760\u97f3\u7b26\u8207\u5e40\u96d9\u7de8\u78bc\u52a0\u4e0a\u7bc0\u62cd\u76e3\u7763\uff0c\u97f3\u8a0a\u8f38\u5165\u53ef\u7d93 Transkun v2 \u4e32\u63a5\u3002<\/p>\n","protected":false},"author":8,"featured_media":13562,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,76,127,29,38,148],"tags":[],"class_list":["post-13563","post","type-post","status-publish","format-standard","hentry","category-133","category-76","category-127","category-audio","category-38","category-148"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13563","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=13563"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13563\/revisions"}],"predecessor-version":[{"id":13565,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13563\/revisions\/13565"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13562"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13563"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13563"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13563"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}