{"id":141,"date":"2024-12-08T13:47:04","date_gmt":"2024-12-08T05:47:04","guid":{"rendered":"https:\/\/icalkzhangzihao.com\/?p=141"},"modified":"2024-12-14T21:49:59","modified_gmt":"2024-12-14T13:49:59","slug":"musicongen-rhythm-and-chord-control-for-transformer-based-text-to-music-generation","status":"publish","type":"post","link":"https:\/\/icalkzhangzihao.com\/?p=141","title":{"rendered":"Musicongen: Rhythm and chord control for transformer-based text-to-music generation"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Lan Y H, Hsiao W Y, Cheng H C, et al. Musicongen: Rhythm and chord control for transformer-based text-to-music generation[J]. arXiv preprint arXiv:2407.15060, 2024.<\/p>\n<\/blockquote>\n\n\n\n<p>2024.12.08 \u6674 \u5fae\u98ce<\/p>\n\n\n\n<p>\u6587\u672c\u751f\u6210\u97f3\u4e50\u9886\u57df\u6709\u4e00\u4e2a\u975e\u5e38\u706b\u7684\u6a21\u578b\uff0c\u53eb\u505amusicgen\uff0c\u662f\u7531Meta AI\u63d0\u51fa\u7684\uff0c\u91c7\u7528transformer\u67b6\u6784\u3002<\/p>\n\n\n\n<p>Musicongen\u5229\u7528musicgen\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b\uff0c\u8fdb\u884c\u97f3\u4e50\u751f\u6210\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6458\u8981<\/h3>\n\n\n\n<p>\u6587\u672c\u751f\u6210\u97f3\u4e50\u9886\u57df\u6709\u4e00\u4e2a\u975e\u5e38\u706b\u7684\u6a21\u578b\uff0c\u53eb\u505amusicgen\uff0c\u662f\u7531Meta AI\u63d0\u51fa\u7684\uff0c\u91c7\u7528transformer\u67b6\u6784\u3002<\/p>\n\n\n\n<p>Musicongen\u5229\u7528musicgen\u4f5c\u4e3a\u57fa\u7840\u6a21\u578b\uff0c\u8fdb\u884c\u97f3\u4e50\u751f\u6210\u3002\u540c\u65f6\uff0c\u9488\u5bf9musicgen\u65e0\u6cd5\u9488\u5bf9\u8282\u594f\u3001\u548c\u5f26\u4fe1\u53f7\u751f\u6210\u97f3\u4e50\uff0c\u5229\u7528\u4ece\u53c2\u8003\u97f3\u9891\u4e2d\u63d0\u53d6\u5230\u7684\u8282\u594f\u3001\u548c\u5f26\u4fe1\u53f7\u8fdb\u884c\u97f3\u4e50\u751f\u6210\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Introduction<\/h3>\n\n\n\n<p>\u76ee\u524d\u7684\u97f3\u4e50\u751f\u6210\u6a21\u578b\u5927\u591a\u6839\u636e\u6587\u672c\u63d0\u793a\u7684\u6d41\u6d3e\u548c\u98ce\u683c\u6307\u5bfc\u521b\u9020\u6027\u8fc7\u7a0b\u3002\u4e3b\u8981\u7684\u65b9\u6cd5\u6846\u67b6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528Transformer\u67b6\u6784\u5bf9pre-train\u97f3\u9891\u89e3\u7801\u5668\u6a21\u578b\u7684token\u8fdb\u884c\u5efa\u6a21\uff0cMusicLM\u548cMusicGen\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4f7f\u7528Diffusion\u6a21\u578b\u901a\u8fc7mel\u8c31\u56fe\u6216\u8005\u97f3\u9891\u7279\u5f81\u6765\u8868\u793a\u97f3\u9891\uff0cAudioLDM 2\u548cJen-1<\/p>\n\n\n\n<p>text-to-image\u9886\u57df\u901a\u5e38\u4f9d\u8d56\u4e8e\u5168\u5c40\u6587\u672c\u6761\u4ef6\u6307\u5bfc\u97f3\u4e50\u751f\u6210\u3002\u4f46\u662f\u9ad8\u7ea7\u6982\u5ff5\u7684\u6587\u672c\u63d0\u793a\u5f15\u5bfc\u5728\u97f3\u4e50\u751f\u6210\u4e2d\u5f15\u5165\u4e86\u4e00\u5b9a\u7a0b\u5ea6\u7684\u5197\u4f59\u548c\u6a21\u7cca\u6027\u3002\u8fd9\u79cd\u56fa\u6709\u7684\u6a21\u7cca\u6027\u5bf9\u65cb\u5f8b\u3001\u548c\u5f26\u548c\u8282\u594f\u7b49\u65f6\u95f4\u97f3\u4e50\u7279\u5f81\u63d0\u51fa\u4e86\u6311\u6218\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2024\/12\/image.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  loading=\"lazy\" decoding=\"async\" width=\"932\" height=\"298\" data-original=\"https:\/\/icalkzhangzihao.com\/wp-content\/uploads\/2024\/12\/image.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\" class=\"wp-image-148\" style=\"width:532px;height:auto\"  sizes=\"auto, (max-width: 932px) 100vw, 932px\" \/><\/div><\/figure>\n<\/div>\n\n\n<p>Coco-Mulla \u57fa\u4e8eMusicgen-large\uff083.3B\uff09\uff0c\u4f7f\u7528\u81ea\u9002\u5e94LLAMA-adapter\uff0c\u7528\u4e8e\u548c\u5f26\u3001\u8282\u594f\u63a7\u5236\uff0c\u4ece\u76ee\u6807\u97f3\u9891\u4e2d\u63d0\u53d6\u9f13\u8282\u594f\u7b49\u97f3\u4e50\u5c5e\u6027\u751f\u6210\u97f3\u4e50\uff0c\u56e0\u6b64\u4e3b\u8981\u662f\u4f9d\u636e\u76ee\u6807\u97f3\u9891\u7b49\u98ce\u683c\u3002\u4e0d\u652f\u6301\u6587\u672c\u7c7b\u578b\uff0c\u4f8b\u5982\uff1aBPM\u3001\u548c\u5f26\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u65b9\u6cd5<\/h3>\n\n\n\n<p>Temporal Represent &amp; Symbolic Condition<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Lan Y H, Hsiao W Y, Cheng H C, et al. Musicongen: Rhyth [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-141","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts\/141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=141"}],"version-history":[{"count":6,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts\/141\/revisions"}],"predecessor-version":[{"id":152,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=\/wp\/v2\/posts\/141\/revisions\/152"}],"wp:attachment":[{"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icalkzhangzihao.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}