{"id":10459,"date":"2026-07-26T20:33:13","date_gmt":"2026-07-26T12:33:13","guid":{"rendered":"https:\/\/infernews.com\/blog\/official-inference-code-for-soulx-singer-towards-high-quality-zero-shot-singing\/"},"modified":"2026-07-26T20:33:13","modified_gmt":"2026-07-26T12:33:13","slug":"official-inference-code-for-soulx-singer-towards-high-quality-zero-shot-singing","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/official-inference-code-for-soulx-singer-towards-high-quality-zero-shot-singing\/","title":{"rendered":"SoulX-Singer \u628a\u96f6\u6a23\u672c\u6b4c\u8072\u5408\u6210"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/soulx-logo.png\" alt=\"SoulX-Logo\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u505a\u6b4c\u8072\u751f\u6210\uff0c\u6700\u96e3\u5f80\u5f80\u5514\u4fc2\u300c\u5531\u5230\u300d\uff0c\u800c\u4fc2\u672a\u898b\u904e\u7684\u8072\u7dda\u4ecd\u7136\u8981\u81ea\u7136\u3001\u6e96\u97f3\u3001\u50cf\u672c\u4eba\u3002SoulX-Singer\u6b63\u662f\u671d\u4f4f\u5462\u500b\u77db\u76fe\u800c\u4f86\u7684\u958b\u6e90\u6a21\u578b\u9805\u76ee\uff0c\u91cd\u9ede\u653e\u5728 zero-shot singing voice synthesis\uff1a\u5514\u4f7f\u70ba\u6bcf\u4f4d\u6b4c\u624b\u518d\u5fae\u8abf\uff0c\u90fd\u53ef\u4ee5\u7528\u53c3\u8003\u8072\u7dda\u914d\u5408\u65cb\u5f8b\u6216\u6a02\u8b5c\u751f\u6210\u6b4c\u8072\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u7684\u5b9a\u4f4d\u5e7e\u6e05\u695a\uff1a\u4e00\u908a\u7167\u9867\u5275\u4f5c\u63a7\u5236\uff0c\u4e00\u908a\u76e1\u91cf\u4fdd\u4f4f\u97f3\u8272\u8eab\u4efd\u3002\u4f60\u53ef\u4ee5\u7528 melody-conditioned \u7684 F0 contour \u63a7\u5236\u97f3\u9ad8\u8d70\u5411\uff0c\u4ea6\u53ef\u4ee5\u7528 score-conditioned \u7684 MIDI notes \u5c0d\u9f4a\u7bc0\u594f\u8207\u97f3\u7b26\uff1b\u5c0d\u65bc\u9700\u8981\u6539\u8a5e\u3001\u63db\u8a9e\u8a00\u3001\u4fdd\u7559\u540c\u4e00\u628a\u8072\u53bb\u505a demo\u3001\u4f5c\u66f2\u8349\u7a3f\u6216\u865b\u64ec\u6b4c\u624b\u5167\u5bb9\u7684\u4eba\uff0c\u9019\u7a2e\u63a7\u5236\u65b9\u5f0f\u6bd4\u53ea\u9760\u6587\u5b57\u63cf\u8ff0\u66f4\u5be6\u969b\u3002README \u4ea6\u63d0\u4f9b Hugging Face \u6a21\u578b\u8207\u7dda\u4e0a\u793a\u7bc4\uff0c\u90e8\u7f72\u7406\u89e3\u4e0a\u5c6c\u65bc\u4e0b\u8f09\u9810\u8a13\u7df4\u6b0a\u91cd\u5f8c\u505a\u63a8\u7406\u7684\u5178\u578b\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u985e\u505a\u6cd5\u5e38\u898b\u53d6\u6368\uff0c\u662f\u63a7\u5236\u6108\u7d30\uff0c\u8072\u7dda\u5c31\u6108\u6613\u6563\uff1b\u8907\u88fd\u97f3\u8272\u6108\u5f37\uff0c\u8de8\u8a9e\u8a00\u548c\u6539\u8a5e\u5f8c\u53c8\u53ef\u80fd\u8b8a\u5f97\u751f\u786c\u3002SoulX-Singer\u628a timbre \u8207 content \u76e1\u91cf\u62c6\u958b\u8655\u7406\uff0c\u76ee\u6a19\u662f\u8b93 Cantonese\u3001Mandarin\u3001English \u4e4b\u9593\u4ecd\u80fd\u7dad\u6301\u6b4c\u624b\u8fa8\u8b58\u5ea6\uff0c\u9019\u9ede\u6bd4\u55ae\u7d14\u8ffd\u6c42\u300c\u50cf\u771f\u300d\u66f4\u6709\u7522\u54c1\u610f\u5473\u3002\u9805\u76ee\u53e6\u5916\u9084\u6709\u5f9e SoulX-Singer \u5fae\u8abf\u800c\u4f86\u7684 SoulX-Singer-SVC\uff0c\u8655\u7406 singing voice conversion\uff0c\u76f4\u63a5\u7531\u539f\u59cb\u6b4c\u8072\u97f3\u8a0a\u8f49\u63db\u6210\u76ee\u6a19\u6b4c\u624b\u98a8\u683c\uff0c\u9023\u6b4c\u8a5e\u6216 MIDI \u6a19\u8a3b\u90fd\u53ef\u7701\u53bb\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4 F0 contour \u8207 MIDI \u5169\u7a2e\u63a7\u5236\uff0c\u9069\u5408\u4f5c\u66f2\u8349\u7a3f\u8207\u7cbe\u4fee\u6d41\u7a0b<\/li>\n<li>\u4e3b\u6253 zero-shot\uff0c\u672a\u898b\u904e\u7684\u6b4c\u624b\u8072\u7dda\u90fd\u53ef\u751f\u6210\uff0c\u6e1b\u5c11\u9010\u4eba\u5fae\u8abf\u6210\u672c<\/li>\n<li>42,000+ \u5c0f\u6642\u5c0d\u9f4a\u4eba\u8072\u8cc7\u6599\u8986\u84cb Mandarin\u3001English\u3001Cantonese<\/li>\n<li>\u53ef\u505a\u6539\u8a5e\u7de8\u4fee\u8207\u8de8\u8a9e\u8a00\u5408\u6210\uff0c\u540c\u6642\u7dad\u6301\u97f3\u8272\u4e00\u81f4\u6027<\/li>\n<li>\u53e6\u8a2d SoulX-Singer-SVC\uff0c\u88dc\u4e0a audio-to-audio \u8f49\u63db\u5834\u666f<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u8cc7\u6599\u672a\u5b8c\u6574\u5217\u51fa\u91cf\u5316\u6307\u6a19\u7d30\u7bc0\uff0c\u4f46\u9805\u76ee\u5df2\u516c\u958b\u6280\u8853\u5831\u544a\u3001arXiv \u8207\u793a\u7bc4\u9801\uff0c\u4ee3\u8868\u5b83\u4e0d\u53ea\u505c\u5728\u6982\u5ff5\u5c55\u793a\u3002\u5c0d\u97f3\u6a02 AI \u5718\u968a\u3001\u865b\u64ec\u6b4c\u624b\u5167\u5bb9\u88fd\u4f5c\u3001\u8a9e\u97f3\u8207\u6b4c\u8072\u7814\u7a76\u8005\u800c\u8a00\uff0cSoulX-Singer\u5438\u5f15\u4e4b\u8655\u5728\u65bc\u5b83\u628a\u53ef\u63a7\u6027\u3001\u8de8\u8a9e\u8a00\u8207\u514d\u5fae\u8abf\u4e09\u4ef6\u4e8b\u653e\u5165\u540c\u4e00\u689d\u751f\u6210\u93c8\uff0c\u800c\u9650\u5236\u5247\u4ecd\u8981\u7559\u610f\u502b\u7406\u98a8\u96aa\u3001\u8072\u7dda\u6388\u6b0a\uff0c\u4ee5\u53ca\u6700\u7d42\u4f5c\u54c1\u662f\u5426\u9700\u8981\u5f8c\u671f\u6df7\u97f3\u88dc\u8db3\u7d30\u7bc0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/github.com\/Soul-AILab\/SoulX-Singer\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/Soul-AILab\/SoulX-Singer\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u5feb\u901f\u8a66\u4e00\u628a\u672a\u898b\u904e\u7684\u6b4c\u624b\u8072\u7dda\uff0cSoulX-Singer\u63d0\u4f9b\u5497\u5e7e\u8fd1\u6210\u54c1\u7d1a\u5605\u8def\u7dda\u3002\u5b83\u5514\u53ea\u5531\u5f97\u6e96\uff0c\u9023\u8de8\u8a9e\u8a00\u540c\u6539\u8a5e\u5f8c\u7684\u4eba\u8072\u4e00\u81f4\u6027\u90fd\u653e\u57cb\u5165\u540c\u4e00\u5957\u6d41\u7a0b\u3002<\/p>\n","protected":false},"author":8,"featured_media":10458,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,29,76,136,148],"tags":[],"class_list":["post-10459","post","type-post","status-publish","format-standard","hentry","category-133","category-audio","category-76","category-136","category-148"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10459","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=10459"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10459\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10458"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10459"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10459"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10459"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}