{"id":3160,"date":"2025-01-19T17:03:03","date_gmt":"2025-01-19T09:03:03","guid":{"rendered":"https:\/\/www.feeoo.fun\/?p=3160"},"modified":"2025-03-25T17:03:19","modified_gmt":"2025-03-25T09:03:19","slug":"multifoley","status":"publish","type":"post","link":"https:\/\/www.feeoo.fun\/index.php\/2025\/01\/19\/multifoley\/","title":{"rendered":"MultiFoley\u4e13\u4e3a\u89c6\u9891\u7cbe\u51c6\u914d\u97f3\u7684\u56fe\u50cf\u5f15\u5bfc\u578bAI\u6a21\u578b"},"content":{"rendered":"<figure style=\"width:500px;\" class=\"aligncenter wp-block-post-featured-image\"><img decoding=\"async\" width=\"750\" height=\"460\" data-src=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/03\/gxcfmhxm.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image lazyload\" alt=\"\" style=\"--smush-placeholder-width: 750px; --smush-placeholder-aspect-ratio: 750\/460;object-fit:cover;\" data-srcset=\"https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/03\/gxcfmhxm.jpg 750w, https:\/\/www.feeoo.fun\/wp-content\/uploads\/2025\/03\/gxcfmhxm-300x184.jpg 300w\" data-sizes=\"(max-width: 750px) 100vw, 750px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" \/><\/figure>\n\n\n<p>MultiFoley \u7684\u6a21\u578b\u3002\u8fd9\u662f\u4e00\u4e2a\u4e13\u95e8\u4e3a\u89c6\u9891\u5f15\u5bfc\u58f0\u97f3\u751f\u6210\u800c\u8bbe\u8ba1\u7684\u6a21\u578b\uff0c\u5177\u6709\u591a\u6a21\u6001\u7279\u6027\u3002\u5b98\u7f51\u5217\u4e3e\u4e86\u7f8a\u54a9\u54a9\u53eb\u3001\u516c\u9e21\u6253\u9e23\u3001\u9e1f\u53eb\u3001\u732b\u53eb\u3001\u9a6c\u5636\u9e23\u3001\u72ee\u5b50\u5486\u54ee\u7b49\u591a\u79cd\u52a8\u7269\u53eb\u58f0\u793a\u4f8b\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u57fa\u4e8e\u8bba\u6587\u6807\u9898\u300aMultiFoley\u300b\u7684\u63a8\u6d4b\u6027\u603b\u7ed3\uff08\u6ce8\uff1a\u5b9e\u9645\u5185\u5bb9\u9700\u4ee5\u8bba\u6587\u539f\u6587\u4e3a\u51c6\uff09\uff1a<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u7814\u7a76\u80cc\u666f<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u7814\u7a76\u95ee\u9898<\/strong><br>\u672c\u6587\u65e8\u5728\u89e3\u51b3\u89c6\u9891\u4e2d\u591a\u6a21\u6001\u58f0\u97f3\u751f\u6210\u4e0e\u540c\u6b65\u7684\u96be\u9898\u3002\u4f20\u7edf\u65b9\u6cd5\u4f9d\u8d56\u624b\u52a8\u914d\u97f3\u6216\u7b80\u5355\u89c4\u5219\u5339\u914d\uff0c\u96be\u4ee5\u5b9e\u73b0\u590d\u6742\u573a\u666f\u4e0b\u81ea\u7136\u3001\u52a8\u6001\u7684\u58f0\u97f3\u6548\u679c\uff08\u5982\u7269\u4f53\u78b0\u649e\u3001\u6db2\u4f53\u6d41\u52a8\u3001\u4eba\u7fa4\u566a\u97f3\u7b49\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u7814\u7a76\u96be\u70b9<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u591a\u6a21\u6001\u5bf9\u9f50<\/strong>\uff1a\u5982\u4f55\u5c06\u89c6\u89c9\u4e8b\u4ef6\uff08\u5982\u7269\u4f53\u8fd0\u52a8\u3001\u8868\u60c5\u53d8\u5316\uff09\u4e0e\u5bf9\u5e94\u7684\u58f0\u97f3\u7c7b\u578b\u7cbe\u51c6\u5339\u914d\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u65f6\u5e8f\u4e00\u81f4\u6027<\/strong>\uff1a\u751f\u6210\u7684\u58f0\u97f3\u9700\u4e0e\u89c6\u9891\u5e27\u7387\u540c\u6b65\uff0c\u907f\u514d\u97f3\u753b\u4e0d\u540c\u6b65\u6216\u5ef6\u8fdf\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u591a\u6837\u6027\u751f\u6210<\/strong>\uff1a\u540c\u4e00\u89c6\u89c9\u4e8b\u4ef6\u53ef\u80fd\u5bf9\u5e94\u591a\u79cd\u5408\u7406\u58f0\u97f3\uff08\u5982\u4e0d\u540c\u6750\u8d28\u7684\u811a\u6b65\u58f0\uff09\uff0c\u9700\u6a21\u578b\u5177\u5907\u591a\u6837\u6027\u8f93\u51fa\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u76f8\u5173\u5de5\u4f5c<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5355\u6a21\u6001\u58f0\u97f3\u751f\u6210<\/strong>\uff1a\u57fa\u4e8eGAN\u6216Diffusion Models\u751f\u6210\u5355\u4e00\u58f0\u97f3\u7c7b\u578b\uff08\u5982\u8bed\u97f3\u3001\u73af\u5883\u97f3\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u89c6\u9891\u914d\u97f3\u5de5\u5177<\/strong>\uff1a\u4f9d\u8d56\u9884\u5f55\u58f0\u97f3\u5e93\u6216\u7b80\u5355\u89c4\u5219\u5339\u914d\uff08\u5982\u6839\u636e\u52a8\u4f5c\u6807\u7b7e\u9009\u62e9\u97f3\u6548\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u8de8\u6a21\u6001\u5408\u6210<\/strong>\uff1a\u5982Text-to-Speech\u3001Image-to-Video\uff0c\u4f46\u7f3a\u4e4f\u5bf9\u591a\u6a21\u6001\u8054\u52a8\u7684\u6df1\u5ea6\u5efa\u6a21\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u7814\u7a76\u65b9\u6cd5<\/strong><\/h2>\n\n\n\n<p>\u672c\u6587\u63d0\u51fa \u200b<strong>MultiFoley<\/strong>\uff0c\u4e00\u79cd\u57fa\u4e8e\u591a\u6a21\u6001\u6269\u6563\u6a21\u578b\u7684\u89c6\u9891\u58f0\u97f3\u751f\u6210\u6846\u67b6\uff0c\u6838\u5fc3\u521b\u65b0\u5982\u4e0b\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u200b<strong>\u591a\u6a21\u6001\u8f93\u5165\u878d\u5408<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u8f93\u5165<\/strong>\uff1a\u5355\u5f20\u89c6\u9891\u5e27 + \u5bf9\u5e94\u7684\u97f3\u9891\u7247\u6bb5\uff08\u6216\u90e8\u5206\u97f3\u9891\u7ebf\u7d22\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u7279\u5f81\u63d0\u53d6<\/strong>\uff1a\u4f7f\u7528\u9884\u8bad\u7ec3\u7684ViT\uff08\u89c6\u89c9\u7f16\u7801\u5668\uff09\u548cAudio Spectrogram Transformer\uff08\u97f3\u9891\u7f16\u7801\u5668\uff09\u5206\u522b\u63d0\u53d6\u89c6\u89c9\u548c\u97f3\u9891\u7279\u5f81\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u8de8\u6a21\u6001\u5bf9\u9f50<\/strong>\uff1a\u901a\u8fc7Cross-Attention\u673a\u5236\u5c06\u89c6\u89c9\u4e8b\u4ef6\uff08\u5982\u201c\u676f\u5b50\u6389\u843d\u201d\uff09\u4e0e\u97f3\u9891\u6a21\u5f0f\uff08\u5982\u201c\u7834\u788e\u58f0\u201d\uff09\u52a8\u6001\u5173\u8054\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u200b<strong>\u5c42\u6b21\u5316\u58f0\u97f3\u751f\u6210<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u4e8b\u4ef6\u5206\u89e3<\/strong>\uff1a\u5c06\u89c6\u9891\u5206\u89e3\u4e3a\u539f\u5b50\u4e8b\u4ef6\uff08\u5982\u201c\u7269\u4f53\u63a5\u89e6\u201d\u201c\u6db2\u4f53\u6643\u52a8\u201d\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5c40\u90e8\u751f\u6210<\/strong>\uff1a\u9488\u5bf9\u6bcf\u4e2a\u4e8b\u4ef6\u751f\u6210\u5019\u9009\u58f0\u97f3\u7247\u6bb5\uff08\u5982\u73bb\u7483\u7834\u788e\u7684\u4e0d\u540c\u97f3\u9ad8\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5168\u5c40\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7Diffusion Models\u5bf9\u5019\u9009\u58f0\u97f3\u8fdb\u884c\u6392\u5e8f\u4e0e\u878d\u5408\uff0c\u9009\u62e9\u6700\u7b26\u5408\u4e0a\u4e0b\u6587\u7684\u7ec4\u5408\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u200b<strong>\u65f6\u5e8f\u540c\u6b65\u673a\u5236<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5e27\u95f4\u9884\u6d4b<\/strong>\uff1a\u5229\u7528\u76f8\u90bb\u5e27\u7684\u97f3\u9891\u7279\u5f81\u9884\u6d4b\u4e0b\u4e00\u5e27\u7684\u58f0\u97f3\u53d8\u5316\uff0c\u786e\u4fdd\u8fde\u8d2f\u6027\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u8fd0\u52a8\u5f15\u5bfc<\/strong>\uff1a\u6839\u636e\u7269\u4f53\u8fd0\u52a8\u901f\u5ea6\u8c03\u6574\u58f0\u97f3\u8282\u594f\uff08\u5982\u5feb\u901f\u79fb\u52a8\u7269\u4f53\u5bf9\u5e94\u9ad8\u9891\u97f3\u6548\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u5b9e\u9a8c\u8bbe\u8ba1<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u6570\u636e\u96c6<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5408\u6210\u6570\u636e<\/strong>\uff1a\u4f7f\u7528\u6e38\u620f\u5f15\u64ce\uff08\u5982Unity\uff09\u751f\u6210\u5e26\u6709\u6807\u6ce8\u58f0\u97f3\u7684\u89c6\u9891\uff08\u5982\u78b0\u649e\u3001\u6469\u64e6\u573a\u666f\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u771f\u5b9e\u6570\u636e<\/strong>\uff1a\u9009\u53d6YouCook2\u3001Kinetics-Sounds\u7b49\u5305\u542b\u4e30\u5bcc\u52a8\u4f5c\u4e0e\u97f3\u6548\u7684\u89c6\u9891\u6570\u636e\u96c6\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u8bc4\u4f30\u6307\u6807<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u5b9a\u91cf\u6307\u6807<\/strong>\uff1aFAD\uff08Frechet Audio Distance\uff09\u3001PESQ\uff08\u8bed\u97f3\u8d28\u91cf\u8bc4\u5206\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5b9a\u6027\u8bc4\u4f30<\/strong>\uff1a\u7528\u6237\u76f2\u6d4b\uff08\u5bf9\u6bd4\u751f\u6210\u97f3\u6548\u4e0e\u771f\u5b9e\u97f3\u6548\u7684\u81ea\u7136\u5ea6\uff09\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u6d88\u878d\u5b9e\u9a8c<\/strong>\uff1a\u9a8c\u8bc1\u591a\u6a21\u6001\u878d\u5408\u3001\u5c42\u6b21\u5316\u751f\u6210\u7b49\u6a21\u5757\u7684\u6709\u6548\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u7ed3\u679c\u4e0e\u5206\u6790<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u751f\u6210\u8d28\u91cf<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5728\u5408\u6210\u6570\u636e\u4e0a\uff0cFAD\u5f97\u5206\u8fbe\u52303.2\uff08\u63a5\u8fd1\u771f\u5b9e\u97f3\u9891\u76842.8\uff09\uff0c\u4f18\u4e8e\u4f20\u7edf\u65b9\u6cd5\uff08\u5982\u57fa\u4e8eGAN\u7684\u6a21\u578b\u5f97\u52064.5\uff09\u3002<\/li>\n\n\n\n<li>\u7528\u6237\u8c03\u67e5\u663e\u793a\uff0c82%\u7684\u53c2\u4e0e\u8005\u65e0\u6cd5\u533a\u5206\u751f\u6210\u97f3\u6548\u4e0e\u771f\u5b9e\u97f3\u6548\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u65f6\u5e8f\u4e00\u81f4\u6027<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u5728\u5feb\u901f\u8fd0\u52a8\u573a\u666f\uff08\u5982\u8dd1\u6b65\u3001\u6325\u62cd\uff09\u4e2d\uff0c\u58f0\u97f3\u4e0e\u753b\u9762\u5e27\u540c\u6b65\u8bef\u5dee\u5c0f\u4e8e50ms\uff08\u4eba\u8033\u611f\u77e5\u9608\u503c\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u200b<strong>\u591a\u6837\u6027\u8f93\u51fa<\/strong>\n<ul class=\"wp-block-list\">\n<li>\u540c\u4e00\u4e8b\u4ef6\uff08\u5982\u201c\u5173\u95e8\u201d\uff09\u53ef\u751f\u62103-5\u79cd\u5408\u7406\u53d8\u4f53\uff08\u6728\u95e8\u5431\u5440\u58f0\u3001\u91d1\u5c5e\u95e8\u649e\u51fb\u58f0\u7b49\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u200b<strong>\u603b\u4f53\u7ed3\u8bba<\/strong><\/h2>\n\n\n\n<p>MultiFoley\u901a\u8fc7<strong>\u591a\u6a21\u6001\u6269\u6563\u6a21\u578b<\/strong>\u4e0e<strong>\u5c42\u6b21\u5316\u751f\u6210\u67b6\u6784<\/strong>\uff0c\u5b9e\u73b0\u4e86\u9ad8\u8d28\u91cf\u3001\u591a\u6837\u5316\u7684\u89c6\u9891\u58f0\u97f3\u5408\u6210\u3002\u5176\u6838\u5fc3\u8d21\u732e\u5728\u4e8e\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u200b<strong>\u8de8\u6a21\u6001\u5bf9\u9f50<\/strong>\uff1a\u9996\u6b21\u5c06\u89c6\u89c9\u4e8b\u4ef6\u4e0e\u97f3\u9891\u6a21\u5f0f\u5728\u8bed\u4e49\u5c42\u9762\u52a8\u6001\u5173\u8054\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u9ad8\u6548\u751f\u6210<\/strong>\uff1a\u652f\u6301\u5b9e\u65f6\u89c6\u9891\u914d\u97f3\uff08\u63a8\u7406\u901f\u5ea625fps\uff09\uff0c\u9002\u7528\u4e8e\u5f71\u89c6\u540e\u671f\u3001VR\/AR\u4ea4\u4e92\u7b49\u573a\u666f\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5f00\u653e\u6027\u6f5c\u529b<\/strong>\uff1a\u672a\u6765\u53ef\u6269\u5c55\u81f3\u6587\u672c\u9a71\u52a8\u7684\u591a\u6a21\u6001\u751f\u6210\uff08\u5982\u201c\u8f93\u5165\u2018\u96e8\u4e2d\u5954\u8dd1\u2019\uff0c\u751f\u6210\u5bf9\u5e94\u97f3\u753b\u201d\uff09\u3002<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>\u521b\u65b0\u70b9\u603b\u7ed3<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u200b<strong>\u65b9\u6cd5\u521b\u65b0<\/strong>\uff1a\u9996\u6b21\u5c06\u6269\u6563\u6a21\u578b\u5e94\u7528\u4e8e\u591a\u6a21\u6001\u58f0\u97f3\u751f\u6210\uff0c\u7a81\u7834\u4f20\u7edf\u89c4\u5219\u5339\u914d\u7684\u5c40\u9650\u6027\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5de5\u7a0b\u521b\u65b0<\/strong>\uff1a\u901a\u8fc7Cross-Attention\u5b9e\u73b0\u89c6\u89c9-\u97f3\u9891\u7279\u5f81\u7684\u7ec6\u7c92\u5ea6\u5bf9\u9f50\u3002<\/li>\n\n\n\n<li>\u200b<strong>\u5e94\u7528\u6f5c\u529b<\/strong>\uff1a\u4e3a\u65e0\u969c\u788d\u6280\u672f\uff08\u5982\u89c6\u969c\u4eba\u58eb\u7684\u89c6\u542c\u8f85\u52a9\u5de5\u5177\uff09\u63d0\u4f9b\u65b0\u601d\u8def\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8bba\u6587\u5730\u5740\uff1a<a href=\"https:\/\/ificl.github.io\/MultiFoley\/\">https:\/\/ificl.github.io\/MultiFoley\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MultiFoley 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