{"id":7555,"date":"2024-10-23T01:43:36","date_gmt":"2024-10-22T17:43:36","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=7555"},"modified":"2025-01-11T12:12:05","modified_gmt":"2025-01-11T04:12:05","slug":"tango","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/tango\/","title":{"rendered":"TANGO\uff1a\u8bed\u97f3\u751f\u6210\u534f\u8c03\u624b\u52bf\u4eba\u50cf\u89c6\u9891\u7684\u5de5\u5177\uff0c\u5168\u8eab\u50cf\u6570\u5b57\u4eba"},"content":{"rendered":"<h2 id=\"_4\">\u7efc\u5408\u4ecb\u7ecd<\/h2>\n<p>TANGO (Co-Speech Gesture Video Reenactment with Hierarchical Audio-Motion Embedding and Diffusion Interpolation) \u662f\u7531\u4e1c\u4eac\u5927\u5b66\u548cCyberAgent AI\u5b9e\u9a8c\u5ba4\u8054\u5408\u5f00\u53d1\u7684\u5f00\u6e90\u534f\u540c\u8bed\u97f3\u624b\u52bf\u89c6\u9891\u751f\u6210\u6846\u67b6\u3002\u8be5\u9879\u76ee\u5229\u7528\u5206\u5c42\u97f3\u9891-\u52a8\u4f5c\u5d4c\u5165\u7a7a\u95f4\u548c\u6269\u6563\u63d2\u503c\u6280\u672f\uff0c\u80fd\u591f\u6839\u636e\u8f93\u5165\u7684\u8bed\u97f3\u81ea\u52a8\u751f\u6210\u81ea\u7136\u3001\u6d41\u7545\u4e14\u540c\u6b65\u7684\u4eba\u7269\u624b\u52bf\u89c6\u9891\u3002TANGO\u901a\u8fc7\u521b\u65b0\u7684\u52a8\u4f5c\u56fe\u68c0\u7d22\u65b9\u6cd5\uff0c\u9996\u5148\u5728\u9690\u5f0f\u5206\u5c42\u97f3\u9891-\u52a8\u4f5c\u5d4c\u5165\u7a7a\u95f4\u4e2d\u68c0\u7d22\u4e0e\u76ee\u6807\u8bed\u97f3\u6700\u5339\u914d\u7684\u53c2\u8003\u89c6\u9891\u7247\u6bb5\uff0c\u7136\u540e\u4f7f\u7528\u6269\u6563\u6a21\u578b\u8fdb\u884c\u52a8\u4f5c\u63d2\u503c\uff0c\u5b9e\u73b0\u4e86\u9ad8\u8d28\u91cf\u7684\u624b\u52bf\u52a8\u4f5c\u751f\u6210\u3002\u8be5\u9879\u76ee\u4e0d\u4ec5\u63a8\u8fdb\u4e86AI\u9a71\u52a8\u7684\u4eba\u673a\u4ea4\u4e92\u7814\u7a76\uff0c\u4e5f\u4e3a\u865a\u62df\u4e3b\u64ad\u3001\u6570\u5b57\u4eba\u7b49\u5e94\u7528\u63d0\u4f9b\u4e86\u91cd\u8981\u7684\u6280\u672f\u652f\u6301\u3002<\/p>\n<blockquote><p>\u5f53\u524d\u5f00\u6e90\u7684 TANGO \u53ea\u652f\u6301\u6700\u957f 8s \u97f3\u9891\uff0c\u4f7f\u7528\u524d\uff0c\u9700\u5bf9\u97f3\u9891\u6587\u4ef6\u505a\u5206\u6bb5\u5904\u7406\uff01<\/p>\n<p>\u914d\u5408\u8bed\u97f3\u5507\u5f62\u540c\u6b65\u5de5\u5177\uff0c\u5b9e\u73b0\u5b8c\u6574\u6570\u5b57\u4eba\u9879\u76ee\uff1aSync\u00a0\u3001<a href=\"https:\/\/www.kdjingpai.com\/wav2lip\/\">Wav2Lip<\/a>\u00a0\u3001Ultralight Digital Human \u3002\u5b8c\u6574\u7684\u5de5\u4f5c\u6d41\u662f\uff1aUltralight Digital Human \u5bf9\u53e3\u578b\uff0cTANGO \u751f\u6210\u80a2\u4f53\u52a8\u4f5c\uff0cFaceFusion \u6362\u8138\uff0c\u5b8c\u7f8e\uff01<\/p><\/blockquote>\n<div id=\"attachment_7556\" style=\"width: 1930px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-7556\" class=\"wp-image-7556 size-full\" title=\"TANGO\uff1a\u6839\u636e\u97f3\u9891\u3001\u53e3\u64ad\u751f\u6210\u534f\u8c03\u624b\u52bf\u89c6\u9891\u7684\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/3e21cd57975ccbc.png\" alt=\"TANGO\uff1a\u6839\u636e\u97f3\u9891\u3001\u53e3\u64ad\u751f\u6210\u534f\u8c03\u624b\u52bf\u89c6\u9891\u7684\u5de5\u5177-1\" width=\"1920\" height=\"870\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/3e21cd57975ccbc.png 1920w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/3e21cd57975ccbc-300x136.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/3e21cd57975ccbc-1024x464.png 1024w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/3e21cd57975ccbc-768x348.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2024\/10\/3e21cd57975ccbc-1536x696.png 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><p id=\"caption-attachment-7556\" class=\"wp-caption-text\">\u5728\u7ebf\u4f53\u9a8c\uff1ahttps:\/\/huggingface.co\/spaces\/H-Liu1997\/TANGO<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2 id=\"_6\">\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u9ad8\u7cbe\u5ea6\u624b\u52bf\u540c\u6b65\u00a0\uff1a\u5c06\u4efb\u610f\u97f3\u9891\u4e0e\u89c6\u9891\u4e2d\u7684\u624b\u52bf\u8fdb\u884c\u7cbe\u51c6\u540c\u6b65\u3002<\/li>\n<li>\u591a\u8bed\u8a00\u652f\u6301\u00a0\uff1a\u9002\u7528\u4e8e\u5404\u79cd\u8bed\u8a00\u548c\u58f0\u97f3\uff0c\u5305\u62ec\u00a0CGI\u00a0\u9762\u5b54\u548c\u5408\u6210\u58f0\u97f3\u3002<\/li>\n<li>\u5f00\u6e90\u548c\u514d\u8d39\u00a0\uff1a\u4ee3\u7801\u5b8c\u5168\u516c\u5f00\uff0c\u7528\u6237\u53ef\u4ee5\u81ea\u7531\u4f7f\u7528\u548c\u4fee\u6539\u3002<\/li>\n<li>\u4ea4\u4e92\u5f0f\u6f14\u793a\u00a0\uff1a\u63d0\u4f9b\u5728\u7ebf\u6f14\u793a\uff0c\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u89c6\u9891\u548c\u97f3\u9891\u6587\u4ef6\u8fdb\u884c\u4f53\u9a8c\u3002<\/li>\n<li>\u9884\u8bad\u7ec3\u6a21\u578b\u00a0\uff1a\u63d0\u4f9b\u591a\u79cd\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u6216\u8fdb\u884c\u4e8c\u6b21\u8bad\u7ec3\u3002<\/li>\n<li>\u5b8c\u6574\u7684\u8bad\u7ec3\u4ee3\u7801\u00a0\uff1a\u5305\u62ec\u624b\u52bf\u540c\u6b65\u5224\u522b\u5668\u548c\u00a0TANGO\u00a0\u6a21\u578b\u7684\u8bad\u7ec3\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 id=\"_8\">\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3 id=\"_9\">1. \u73af\u5883\u914d\u7f6e<\/h3>\n<p>1.1 \u57fa\u672c\u8981\u6c42\uff1a<\/p>\n<ul>\n<li>Python\u7248\u672c\uff1a3.9.20<\/li>\n<li>CUDA\u7248\u672c\uff1a11.8<\/li>\n<li>\u78c1\u76d8\u7a7a\u95f4\uff1a\u81f3\u5c1135GB\uff08\u7528\u4e8e\u5b58\u50a8\u6a21\u578b\u548c\u9884\u8ba1\u7b97\u56fe\uff09<\/li>\n<\/ul>\n<p>1.2 \u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<pre><code class=\"language-bash hljs\"><span class=\"hljs-comment\"># \u514b\u9686\u9879\u76ee\u4ed3\u5e93<\/span>\r\ngit <span class=\"hljs-built_in\">clone<\/span> https:\/\/github.com\/CyberAgentAILab\/TANGO.git\r\n<span class=\"hljs-built_in\">cd<\/span> TANGO\r\ngit <span class=\"hljs-built_in\">clone<\/span> https:\/\/github.com\/justinjohn0306\/Wav2Lip.git\r\ngit <span class=\"hljs-built_in\">clone<\/span> https:\/\/github.com\/dajes\/frame-interpolation-pytorch.git\r\n\r\n<span class=\"hljs-comment\"># \u521b\u5efa\u865a\u62df\u73af\u5883\uff08\u53ef\u9009\uff09<\/span>\r\nconda create -n tango python==3.9.20\r\nconda activate tango\r\n\r\n<span class=\"hljs-comment\"># \u5b89\u88c5\u4f9d\u8d56<\/span>\r\npip install -r .\/pre-requirements.txt\r\npip install -r .\/requirements.txt\r\n<\/code><\/pre>\n<h3 id=\"_14\">2. \u4f7f\u7528\u6d41\u7a0b<\/h3>\n<p>2.1 \u5feb\u901f\u5f00\u59cb\uff1a<\/p>\n<ul>\n<li>\u8fd0\u884c\u63a8\u7406\u811a\u672c\uff1a<\/li>\n<\/ul>\n<pre><code class=\"hljs solidity\">python app.py\r\n<\/code><\/pre>\n<p>\u9996\u6b21\u8fd0\u884c\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u5fc5\u8981\u7684\u68c0\u67e5\u70b9\u6587\u4ef6\u548c\u9884\u8ba1\u7b97\u56fe\u3002\u751f\u6210\u5927\u7ea68\u79d2\u7684\u89c6\u9891\u9700\u8981\u7ea63\u5206\u949f\u5904\u7406\u65f6\u95f4\u3002<\/p>\n<p>2.2 \u81ea\u5b9a\u4e49\u89d2\u8272\u521b\u5efa\uff1a<\/p>\n<ul>\n<li>\u5982\u9700\u4e3a\u65b0\u89d2\u8272\u521b\u5efa\u52a8\u4f5c\u56fe\u8c31\uff1a<\/li>\n<\/ul>\n<pre><code class=\"hljs solidity\">python create_graph.py<\/code><\/pre>\n<p>&nbsp;<\/p>\n<p>\u5176\u4e2d\uff0c\u9879\u76ee\u9ed8\u8ba4\u4f1a\u751f\u6210\u5e26\u6709 TANGO \u6c34\u5370\u7684\u89c6\u9891\uff0c\u7c7b\u4f3c\u4e0b\u9762\u8fd9\u6837\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-18014\" title=\"TANGO\uff1a\u8bed\u97f3\u751f\u6210\u534f\u8c03\u624b\u52bf\u4eba\u50cf\u89c6\u9891\u7684\u5de5\u5177\uff0c\u5168\u8eab\u50cf\u6570\u5b57\u4eba-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ffd02ed9f524284.png\" alt=\"TANGO\uff1a\u8bed\u97f3\u751f\u6210\u534f\u8c03\u624b\u52bf\u4eba\u50cf\u89c6\u9891\u7684\u5de5\u5177\uff0c\u5168\u8eab\u50cf\u6570\u5b57\u4eba-1\" width=\"619\" height=\"306\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ffd02ed9f524284.png 619w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ffd02ed9f524284-300x148.png 300w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/ffd02ed9f524284-18x9.png 18w\" sizes=\"auto, (max-width: 619px) 100vw, 619px\" \/><\/p>\n<p>&nbsp;<\/p>\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\u672c\u8d28\u4e0a\u662f\u8c03\u7528\u672c\u5730\u7684 ffmpeg \u5c06\u539f\u89c6\u9891\u548c\u6c34\u5370\u56fe\u7247\u5408\u6210\u4e86\u65b0\u89c6\u9891\u3002<\/p>\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\u5982\u679c\u4e0d\u60f3\u8981\u6c34\u5370\uff0c\u53ef\u4fee\u6539<code>app.py<\/code>\u4e2d\uff1a<\/p>\n<pre data-tool=\"mdnice\u7f16\u8f91\u5668\">gr.Video(value=\".\/datasets\/cached_audio\/demo1.mp4\",\u00a0label=\"Demo\u00a00\",\u00a0,\u00a0watermark=\".\/datasets\/watermark.png\")\r\n#\u00a0\u4fee\u6539\u4e3a\r\ngr.Video(value=\".\/datasets\/cached_audio\/demo1.mp4\",\u00a0label=\"Demo\u00a00\")<\/pre>\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\u975e\u672c\u5730\u4e3b\u673a\u53ef\u8bbf\u95ee\uff0c\u9700\u4fee\u6539\uff1a<\/p>\n<pre data-tool=\"mdnice\u7f16\u8f91\u5668\">demo.launch(server_name=\"0.0.0.0\",\u00a0server_port=7860)<\/pre>\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\u518d\u6b21\u6253\u5f00\uff0c\u53ef\u4ee5\u53d1\u73b0\u52a0\u8f7d\u7684\u89c6\u9891\u4e2d\u65e0\u6c34\u5370\u3002<\/p>\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\u6700\u7ec8\u751f\u6210\u7684\u89c6\u9891\u6ca1\u6709\u97f3\u9891\uff0c\u9700\u8981\u624b\u52a8\u628a\u97f3\u9891\u5408\u6210\u8fdb\u53bb<\/p>\n<pre data-tool=\"mdnice\u7f16\u8f91\u5668\">\/usr\/bin\/ffmpeg\u00a0-i\u00a0outputs\/gradio\/test_0\/xxx.mp4\u00a0-i\u00a0gen_audio.wav\u00a0-c:v\u00a0libx264\u00a0-c:a\u00a0aac\u00a0result_wav.mp4<\/pre>\n<p>&nbsp;<\/p>\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\u53ef\u4ee5\u53d1\u73b0\uff1a\u80a2\u4f53\u52a8\u4f5c\u6ca1\u4ec0\u4e48\u95ee\u9898\uff0c\u53e3\u578b\u5b8c\u5168\u5bf9\u4e0d\u4e0a\u3002<\/p>\n<p data-tool=\"mdnice\u7f16\u8f91\u5668\">\u8fd9\u4e0d\uff0c <a href=\"https:\/\/www.kdjingpai.com\/pt\/ultralight-digital-human\/\">Ultralight Digital Human<\/a> \u5c31\u6d3e\u4e0a\u7528\u573a\u4e86\uff1f<\/p>\n<p>&nbsp;<\/p>\n<h3 id=\"_16\">\u4f7f\u7528\u6d41\u7a0b<\/h3>\n<ol>\n<li>\u8bbf\u95ee\u672c\u5730\u670d\u52a1\u5668\u00a0\uff1a\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u00a0<code>http:\/\/localhost:3000<\/code>\u3002<\/li>\n<li>\u4e0a\u4f20\u89c6\u9891\u548c\u97f3\u9891\u00a0\uff1a\u5728\u8f93\u5165\u6846\u4e2d\u4e0a\u4f20\u4f60\u60f3\u540c\u6b65\u7684\u97f3\u9891\u548c\u89c6\u9891\u6587\u4ef6\u3002<\/li>\n<li>\u8fdb\u884c\u624b\u52bf\u540c\u6b65\u00a0\uff1a\u70b9\u51fb\u300c\u540c\u6b65\u300d\u6309\u94ae\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u8fdb\u884c\u624b\u52bf\u540c\u6b65\u5904\u7406\u3002<\/li>\n<li>\u67e5\u770b\u548c\u4e0b\u8f7d\u7ed3\u679c\u00a0\uff1a\u540c\u6b65\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u9884\u89c8\u7ed3\u679c\u5e76\u4e0b\u8f7d\u540c\u6b65\u540e\u7684\u89c6\u9891\u6587\u4ef6\u3002<\/li>\n<li>\u4f7f\u7528\u4ea4\u4e92\u5f0f\u6f14\u793a\u00a0\uff1a\u5728\u300c\u6f14\u793a\u300d\u9875\u9762\u4e0a\u4f20\u89c6\u9891\u548c\u97f3\u9891\u6587\u4ef6\uff0c\u5b9e\u65f6\u4f53\u9a8c\u624b\u52bf\u540c\u6b65\u6548\u679c\u3002<\/li>\n<li>\u7ba1\u7406\u9879\u76ee\u00a0\uff1a\u5728\u300c\u6211\u7684\u9879\u76ee\u300d\u9875\u9762\u67e5\u770b\u548c\u7ba1\u7406\u6240\u6709\u4e0a\u4f20\u7684\u9879\u76ee\uff0c\u652f\u6301\u7248\u672c\u63a7\u5236\u548c\u534f\u4f5c\u3002<\/li>\n<\/ol>\n<h3 id=\"_18\">\u9ad8\u7ea7\u529f\u80fd<\/h3>\n<ul>\n<li>\u667a\u80fd\u624b\u52bf\u540c\u6b65\u00a0\uff1a\u5229\u7528\u00a0AI\u00a0\u63d0\u4f9b\u7684\u667a\u80fd\u624b\u52bf\u540c\u6b65\uff0c\u63d0\u9ad8\u89c6\u9891\u5185\u5bb9\u7684\u8868\u73b0\u529b\u3002<\/li>\n<li>\u591a\u8bed\u8a00\u652f\u6301\u00a0\uff1a\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9\u4e0d\u540c\u7684\u8bed\u8a00\u548c\u58f0\u97f3\u3002<\/li>\n<li>\u81ea\u5b9a\u4e49\u5f00\u53d1\u00a0\uff1a\u7531\u4e8e\u00a0TANGO\u00a0\u662f\u5f00\u6e90\u7684\uff0c\u7528\u6237\u53ef\u4ee5\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u7efc\u5408\u4ecb\u7ecd TANGO (Co-Speech Gesture Video Reenactment with Hierarchical Audio-Motion Embedding and Diffusion Interpolation) 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