{"id":39342,"date":"2025-03-11T22:02:29","date_gmt":"2025-03-11T14:02:29","guid":{"rendered":"https:\/\/17aitech.com\/?p=39342"},"modified":"2025-03-11T22:02:29","modified_gmt":"2025-03-11T14:02:29","slug":"%e5%ad%97%e8%8a%82%e9%9f%b3%e6%95%88%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b%e6%9d%a5%e4%ba%86%ef%bc%8c%e4%b8%80%e9%94%ae%e7%94%9f%e6%88%90%e5%a4%a7%e7%89%87%e6%84%9f%e9%9f%b3%e6%95%88%ef%bc%81%e5%b7%b2","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39342","title":{"rendered":"\u5b57\u8282\u97f3\u6548\u751f\u6210\u6a21\u578b\u6765\u4e86\uff0c\u4e00\u952e\u751f\u6210\u5927\u7247\u611f\u97f3\u6548\uff01\u5df2\u4e0a\u7ebf\u5373\u68a6"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-11-10\" target=\"_blank\">\u5b57\u8282\u97f3\u6548\u751f\u6210\u6a21\u578b\u6765\u4e86\uff0c\u4e00\u952e\u751f\u6210\u5927\u7247\u611f\u97f3\u6548\uff01\u5df2\u4e0a\u7ebf\u5373\u68a6<\/a><\/p>\n<section>\u5728 AIGC \u6301\u7eed\u7a81\u7834\u89c6\u9891\u751f\u6210\u8fb9\u754c\u7684\u5f53\u4e0b\uff0c\u97f3\u6548\u5236\u4f5c\u4ecd\u662f\u5236\u7ea6\u884c\u4e1a\u53d1\u5c55\u7684\u74f6\u9888\u3002\u5b57\u8282\u8df3\u52a8\u8c46\u5305\u5927\u6a21\u578b\u8bed\u97f3\u56e2\u961f\u6700\u65b0\u63d0\u51fa\u7684 SeedFoley \u6a21\u578b\uff0c\u901a\u8fc7\u7aef\u5230\u7aef\u67b6\u6784\u5b9e\u73b0\u4e86\u89c6\u9891\u97f3\u6548\u7684\u667a\u80fd\u751f\u6210\uff0c\u5c06 AI \u89c6\u9891\u521b\u4f5c\u5e26\u5165\u300c\u6709\u58f0\u65f6\u4ee3\u300d\u3002<strong>\u76f8\u5173\u529f\u80fd\u300cAI \u97f3\u6548\u300d\u5df2\u5728\u5373\u68a6\u4e0a\u7ebf<\/strong>\uff0c\u7528\u6237\u4f7f\u7528\u5373\u68a6\u751f\u6210\u89c6\u9891\u540e\uff0c\u9009\u62e9\u300cAI \u97f3\u6548\u300d\u529f\u80fd\uff0c\u5373\u53ef\u751f\u6210 3 \u4e2a\u4e13\u4e1a\u7ea7\u97f3\u6548\u65b9\u6848\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7fd985633dd68b94f0eb3c0644a81c75.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7fd985633dd68b94f0eb3c0644a81c75.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0App \u7aef<\/sup><\/em><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1acf2f1423f77da37f4fa281366a83d1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1acf2f1423f77da37f4fa281366a83d1.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Web \u7aef<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u6548\u679c\u5c55\u793a<\/strong><\/section>\n<section><\/section>\n<section>\u5148\u300c\u542c\u300d\u4e3a\u5feb\uff0c\u8fd9\u91cc\u5c55\u793a\u4e86\u4e00\u4e9b SeedFoley \u751f\u6210\u7684\u89c6\u9891\u97f3\u6548\u6548\u679c\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/3boRnqsNDbxNl2rXGWuSrg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d1d84b68780da9a14d3f481f3d608f1c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d1d84b68780da9a14d3f481f3d608f1c.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/3boRnqsNDbxNl2rXGWuSrg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ca8457f549d833f7325d96b4ac0c5a9b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-ca8457f549d833f7325d96b4ac0c5a9b.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/3boRnqsNDbxNl2rXGWuSrg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e557db8e7aa3ef4996835dfac879a4e6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-e557db8e7aa3ef4996835dfac879a4e6.png\"><\/a><\/a><a href=\"https:\/\/mp.weixin.qq.com\/s\/3boRnqsNDbxNl2rXGWuSrg\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dee117d168ceea59b5917c1ea68eec85.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-dee117d168ceea59b5917c1ea68eec85.png\"><\/a><\/a><\/section>\n<section><strong>\u6280\u672f\u65b9\u6848<\/strong><\/section>\n<section><\/section>\n<section>SeedFoley \u662f\u4e00\u79cd\u7aef\u5230\u7aef\u7684\u89c6\u9891\u97f3\u6548\u751f\u6210\u67b6\u6784\uff0c\u901a\u8fc7\u878d\u5408\u65f6\u7a7a\u89c6\u9891\u7279\u5f81\u4e0e\u6269\u6563\u751f\u6210\u6a21\u578b\uff0c\u5b9e\u73b0\u4e86\u97f3\u6548\u548c\u89c6\u9891\u7684\u9ad8\u5ea6\u540c\u6b65\u3002\u9996\u5148\uff0c\u7528\u56fa\u5b9a\u7684\u89c6\u9891\u5e27\u7387\u5bf9\u89c6\u9891\u5e8f\u5217\u8fdb\u884c\u62bd\u5e27\u63d0\u53d6\uff0c\u7136\u540e\u4f7f\u7528\u4e00\u4e2a\u89c6\u9891\u7f16\u7801\u5668\u63d0\u53d6\u89c6\u9891\u7684\u8868\u5f81\u4fe1\u606f\uff0c\u5e76\u901a\u8fc7\u591a\u5c42\u7ebf\u5f62\u53d8\u6362\u5c06\u89c6\u9891\u8868\u5f81\u6295\u5c04\u5230\u6761\u4ef6\u7a7a\u95f4\uff0c\u5728\u6539\u8fdb\u7684\u6269\u6563\u6a21\u578b\u6846\u67b6\u4e2d\u6784\u5efa\u97f3\u6548\u751f\u6210\u8def\u5f84\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8bad\u7ec3\u8fc7\u7a0b\uff0c\u63d0\u53d6\u8bed\u97f3\u548c\u97f3\u4e50\u76f8\u5173\u6807\u7b7e\uff0c\u4f5c\u4e3a multi conditions \u7684\u5f62\u5f0f\u8f93\u5165\uff0c\u53ef\u4ee5\u5c06\u97f3\u6548\u548c\u975e\u97f3\u6548\u8fdb\u884c\u89e3\u8026\u3002SeedFoley \u80fd\u652f\u6301\u53ef\u53d8\u957f\u5ea6\u7684\u89c6\u9891\u8f93\u5165\uff0c\u5e76\u4e14\u5728\u97f3\u6548\u51c6\u786e\u6027\uff0c\u97f3\u6548\u540c\u6b65\u6027\u548c\u97f3\u6548\u5339\u914d\u5ea6\u7b49\u6307\u6807\u4e0a\u90fd\u53d6\u5f97\u4e86\u9886\u5148\u6c34\u5e73\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-89a89df70b37b00268e5d94add318874.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-89a89df70b37b00268e5d94add318874.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 1\uff1aSeedFoley \u7684\u6a21\u578b\u67b6\u6784<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u89c6\u9891\u7f16\u7801\u5668<\/strong><\/section>\n<section><\/section>\n<section>SeedFoley \u7684\u89c6\u9891\u7f16\u7801\u5668\uff0c\u91c7\u7528\u4e86\u5feb\u6162\u7279\u5f81\u7ec4\u5408\u7684\u65b9\u5f0f\uff0c\u5728\u9ad8\u5e27\u7387\u4e0a\u63d0\u53d6\u5e27\u95f4\u7684\u5c40\u90e8\u8fd0\u52a8\u4fe1\u606f\uff0c\u5728\u4f4e\u5e27\u7387\u4e0a\u63d0\u53d6\u89c6\u9891\u7684\u8bed\u4e49\u4fe1\u606f\u3002\u901a\u8fc7\u5c06\u5feb\u6162\u7279\u5f81\u7ec4\u5408\uff0c\u65e2\u4fdd\u7559\u4e86\u8fd0\u52a8\u7279\u5f81\uff0c\u6709\u6548\u964d\u4f4e\u8ba1\u7b97\u6210\u672c\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u80fd\u5728\u4f4e\u8ba1\u7b97\u8d44\u6e90\u6027\u5b9e\u73b0 8fps \u7684\u5e27\u7ea7\u522b\u89c6\u9891\u7279\u5f81\u63d0\u53d6\uff0c\u5b9e\u73b0\u7cbe\u7ec6\u52a8\u4f5c\u5b9a\u4f4d\u3002\u6700\u540e\u5229\u7528 Transformer \u7ed3\u6784\u878d\u5408\u5feb\u6162\u7279\u5f81\uff0c\u5b9e\u73b0\u89c6\u9891\u7684\u65f6\u7a7a\u7279\u5f81\u63d0\u53d6\u3002\u5728\u63d0\u5347\u8bad\u7ec3\u6548\u679c\u548c\u8bad\u7ec3\u6548\u7387\u4e0a\uff0cSeedFoley \u901a\u8fc7\u5728\u4e00\u4e2a\u6279\u6b21\u4e2d\u5f15\u5165\u591a\u4e2a\u56f0\u96be\u6837\u672c\uff0c\u663e\u8457\u63d0\u5347\u4e86\u8bed\u4e49\u5bf9\u9f50\u6548\u679c\uff0c\u540c\u65f6\u4f7f\u7528\u4e86 sigmoid loss \u800c\u975e softmax loss\uff0c\u80fd\u5728\u66f4\u4f4e\u7684\u8d44\u6e90\u4e0a\u5b9e\u73b0\u5ab2\u7f8e\u5927\u6279\u6b21\u8bad\u7ec3\u7684\u6548\u679c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-423a1d0b1c96815ef74c3b2a28bacfe6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-423a1d0b1c96815ef74c3b2a28bacfe6.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 2\uff1aSeedFoley \u7684\u89c6\u9891\u7f16\u7801\u5668<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u97f3\u9891\u8868\u5f81\u6a21\u578b<\/strong><\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u6269\u6563\u6a21\u578b\u800c\u8a00\uff0c\u901a\u5e38\u91c7\u7528 VAE \u751f\u6210\u7684\u6f5c\u5728\u8868\u5f81\uff08latent representation\uff09\u4f5c\u4e3a\u97f3\u9891\u7279\u5f81\u7f16\u7801\u3002\u4e0e\u57fa\u4e8e\u6885\u5c14\u9891\u8c31\uff08mel-spectrum\uff09\u7684 VAE \u6a21\u578b\u4e0d\u540c\uff0cSeedFoley \u91c7\u7528\u539f\u59cb\u6ce2\u5f62\uff08raw waveform\uff09\u4f5c\u4e3a\u8f93\u5165\uff0c\u7ecf\u8fc7\u7f16\u7801\u540e\u5f97\u5230 1D \u7684\u8868\u5f81\uff0c\u6bd4\u4f20\u7edf mel-VAE \u6a21\u578b\u5728\u91cd\u6784\u548c\u751f\u6210\u5efa\u6a21\u4e0a\u66f4\u6709\u4f18\u52bf\u3002\u8fd9\u91cc\uff0c\u97f3\u9891\u91c7\u7528\u4e86 32k \u7684\u91c7\u6837\u7387\uff0c\u4ee5\u786e\u4fdd\u9ad8\u9891\u4fe1\u606f\u7684\u4fdd\u7559\u3002\u6bcf\u79d2\u949f\u7684\u97f3\u9891\u63d0\u53d6\u5230 32 \u4e2a\u97f3\u9891\u6f5c\u5728\u8868\u5f81\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u97f3\u9891\u5728\u65f6\u5e8f\u4e0a\u7684\u5206\u8fa8\u7387\uff0c\u63d0\u5347\u97f3\u6548\u7684\u7ec6\u817b\u7a0b\u5ea6\u3002<\/section>\n<section><\/section>\n<section>SeedFoley \u7684\u97f3\u9891\u8868\u5f81\u6a21\u578b\u91c7\u7528\u4e86\u4e24\u9636\u6bb5\u8054\u5408\u8bad\u7ec3\u7b56\u7565\uff1a\u5728\u7b2c\u4e00\u9636\u6bb5\u4f7f\u7528\u63a9\u7801\u7b56\u7565\uff0c\u5c06\u97f3\u9891\u8868\u5f81\u4e2d\u7684\u76f8\u4f4d\u4fe1\u606f\u8fdb\u884c\u5265\u79bb\uff0c\u5c06\u53bb\u76f8\u4f4d\u540e\u7684\u6f5c\u5728\u8868\u5f81\u4f5c\u4e3a\u6269\u6563\u6a21\u578b\u7684\u4f18\u5316\u76ee\u6807\uff1b\u5728\u7b2c\u4e8c\u9636\u6bb5\u5219\u4f7f\u7528\u97f3\u9891\u89e3\u7801\u5668\u4ece\u53bb\u76f8\u4f4d\u8868\u5f81\u4e2d\u91cd\u5efa\u76f8\u4f4d\u4fe1\u606f\u3002\u8fd9\u4e2a\u505a\u6cd5\u53ef\u4ee5\u6709\u6548\u964d\u4f4e\u6269\u6563\u6a21\u578b\u5bf9\u8868\u5f81\u7684\u9884\u6d4b\u96be\u5ea6\uff0c\u6700\u7ec8\u5b9e\u73b0\u97f3\u9891\u6f5c\u5728\u8868\u5f81\u7684\u9ad8\u8d28\u91cf\u751f\u6210\u548c\u8fd8\u539f\u3002<\/section>\n<section><\/section>\n<section><strong>\u6269\u6563\u6a21\u578b<\/strong><\/section>\n<section><\/section>\n<section>SeedFoley \u91c7\u7528 Diffusion Transformer \u6846\u67b6\uff0c\u901a\u8fc7\u4f18\u5316\u6982\u7387\u8def\u5f84\u4e0a\u7684\u8fde\u7eed\u6620\u5c04\u5173\u7cfb\uff0c\u5b9e\u73b0\u4e86\u4ece\u9ad8\u65af\u566a\u58f0\u5206\u5e03\u5230\u76ee\u6807\u97f3\u9891\u8868\u5f81\u7a7a\u95f4\u7684\u6982\u7387\u5339\u914d\u3002\u76f8\u8f83\u4e8e\u4f20\u7edf\u6269\u6563\u6a21\u578b\u4f9d\u8d56\u9a6c\u5c14\u53ef\u592b\u94fe\u5f0f\u91c7\u6837\u7684\u7279\u6027\uff0cSeedFoley \u901a\u8fc7\u6784\u5efa\u8fde\u7eed\u53d8\u6362\u8def\u5f84\uff0c\u6709\u6548\u51cf\u5c11\u63a8\u7406\u6b65\u6570\uff0c\u964d\u4f4e\u63a8\u7406\u6210\u672c\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8bad\u7ec3\u9636\u6bb5\uff0c\u5c06\u89c6\u9891\u7279\u5f81\u4e0e\u97f3\u9891\u8bed\u4e49\u6807\u7b7e\u5206\u522b\u7f16\u7801\u4e3a\u9690\u7a7a\u95f4\u5411\u91cf\uff1b\u901a\u8fc7\u901a\u9053\u7ef4\u5ea6\u62fc\u63a5\uff08Channel-wise Concatenation\uff09\u5c06\u4e8c\u8005\u4e0e\u65f6\u95f4\u7f16\u7801\uff08Time 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