{"id":30849,"date":"2025-05-05T18:06:49","date_gmt":"2025-05-05T10:06:49","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30849"},"modified":"2025-05-05T18:06:49","modified_gmt":"2025-05-05T10:06:49","slug":"fantasytalking","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/fantasytalking\/","title":{"rendered":"FantasyTalking\uff1a\u751f\u6210\u771f\u5b9e\u611f\u8bf4\u8bdd\u8096\u50cf\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>FantasyTalking \u662f\u4e00\u4e2a\u7531 Fantasy-AMAP \u56e2\u961f\u5f00\u53d1\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u901a\u8fc7\u97f3\u9891\u9a71\u52a8\u751f\u6210\u771f\u5b9e\u611f\u8bf4\u8bdd\u8096\u50cf\u89c6\u9891\u3002\u9879\u76ee\u57fa\u4e8e\u5148\u8fdb\u7684\u89c6\u9891\u6269\u6563\u6a21\u578b Wan2.1\uff0c\u7ed3\u5408\u97f3\u9891\u7f16\u7801\u5668 Wav2Vec \u548c\u4e13\u6709\u6a21\u578b\u6743\u91cd\uff0c\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5b9e\u73b0\u9ad8\u5ea6\u903c\u771f\u7684\u5507\u90e8\u540c\u6b65\u548c\u9762\u90e8\u8868\u60c5\u3002\u5b83\u652f\u6301\u591a\u79cd\u98ce\u683c\u7684\u8096\u50cf\u751f\u6210\uff0c\u5305\u62ec\u771f\u5b9e\u4eba\u7269\u548c\u5361\u901a\u5f62\u8c61\uff0c\u9002\u7528\u4e8e\u5168\u666f\u3001\u534a\u8eab\u6216\u7279\u5199\u7b49\u591a\u79cd\u89c6\u89d2\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u7684\u547d\u4ee4\u884c\u64cd\u4f5c\uff0c\u8f93\u5165\u56fe\u50cf\u548c\u97f3\u9891\uff0c\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u8bf4\u8bdd\u89c6\u9891\u3002<\/p>\n<p><img decoding=\"async\" title=\"FantasyTalking\uff1a\u751f\u6210\u771f\u5b9e\u611f\u8bf4\u8bdd\u8096\u50cf\u7684\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/05\/0874d5b443e3fdb.jpg\" alt=\"FantasyTalking\uff1a\u751f\u6210\u771f\u5b9e\u611f\u8bf4\u8bdd\u8096\u50cf\u7684\u5f00\u6e90\u5de5\u5177-1\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u751f\u6210\u771f\u5b9e\u611f\u8bf4\u8bdd\u8096\u50cf\u89c6\u9891\uff0c\u5507\u90e8\u52a8\u4f5c\u4e0e\u97f3\u9891\u9ad8\u5ea6\u540c\u6b65\u3002<\/li>\n<li>\u652f\u6301\u591a\u79cd\u89c6\u89d2\u751f\u6210\uff0c\u5305\u62ec\u7279\u5199\u3001\u534a\u8eab\u548c\u5168\u8eab\u8096\u50cf\u3002<\/li>\n<li>\u517c\u5bb9\u771f\u5b9e\u548c\u5361\u901a\u98ce\u683c\u7684\u8096\u50cf\uff0c\u6ee1\u8db3\u591a\u6837\u5316\u9700\u6c42\u3002<\/li>\n<li>\u63d0\u4f9b\u63d0\u793a\u8bcd\u63a7\u5236\u529f\u80fd\uff0c\u8c03\u6574\u89d2\u8272\u8868\u60c5\u548c\u80a2\u4f53\u52a8\u4f5c\u3002<\/li>\n<li>\u652f\u6301\u9ad8\u5206\u8fa8\u7387\u8f93\u51fa\uff0c\u6700\u9ad8\u53ef\u8fbe720P\u3002<\/li>\n<li>\u96c6\u6210\u9762\u90e8\u4e13\u6ce8\u4ea4\u53c9\u6ce8\u610f\u529b\u6a21\u5757\uff0c\u786e\u4fdd\u9762\u90e8\u7279\u5f81\u4e00\u81f4\u6027\u3002<\/li>\n<li>\u5305\u542b\u8fd0\u52a8\u5f3a\u5ea6\u8c03\u5236\u6a21\u5757\uff0c\u63a7\u5236\u8868\u60c5\u548c\u52a8\u4f5c\u5e45\u5ea6\u3002<\/li>\n<li>\u5f00\u6e90\u6a21\u578b\u548c\u4ee3\u7801\uff0c\u652f\u6301\u793e\u533a\u4e8c\u6b21\u5f00\u53d1\u548c\u4f18\u5316\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>\u8981\u4f7f\u7528 FantasyTalking\uff0c\u9700\u8981\u5148\u5b89\u88c5\u5fc5\u8981\u7684\u4f9d\u8d56\u548c\u6a21\u578b\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<ol>\n<li><strong>\u514b\u9686\u9879\u76ee\u4ee3\u7801<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5c06\u9879\u76ee\u514b\u9686\u5230\u672c\u5730\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/Fantasy-AMAP\/fantasy-talking.git\r\ncd fantasy-talking<\/code><\/pre>\n<\/li>\n<\/ol>\n<ol start=\"2\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u9879\u76ee\u4f9d\u8d56 Python \u73af\u5883\u548c PyTorch\uff08\u7248\u672c\u9700 &gt;= 2.0.0\uff09\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u6240\u9700\u5e93\uff1a<\/p>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<p>\u53ef\u9009\u5b89\u88c5\u00a0<code>flash_attn<\/code>\u00a0\u4ee5\u52a0\u901f\u6ce8\u610f\u529b\u8ba1\u7b97\uff1a<\/p>\n<pre><code>pip install flash_attn\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b<\/strong><br \/>\nFantasyTalking \u9700\u8981\u4e09\u4e2a\u6a21\u578b\uff1aWan2.1-I2V-14B-720P\uff08\u57fa\u7840\u6a21\u578b\uff09\u3001Wav2Vec\uff08\u97f3\u9891\u7f16\u7801\u5668\uff09\u548c FantasyTalking \u6a21\u578b\u6743\u91cd\u3002\u53ef\u4ee5\u901a\u8fc7 Hugging Face \u6216 ModelScope \u4e0b\u8f7d\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528 Hugging Face CLI\uff1a\n<pre><code>pip install \"huggingface_hub[cli]\"\r\nhuggingface-cli download Wan-AI\/Wan2.1-I2V-14B-720P --local-dir .\/models\/Wan2.1-I2V-14B-720P\r\nhuggingface-cli download facebook\/wav2vec2-base-960h --local-dir .\/models\/wav2vec2-base-960h\r\nhuggingface-cli download acvlab\/FantasyTalking fantasytalking_model.ckpt --local-dir .\/models\r\n<\/code><\/pre>\n<\/li>\n<li>\u6216\u8005\u4f7f\u7528 ModelScope CLI\uff1a\n<pre><code>pip install modelscope\r\nmodelscope download Wan-AI\/Wan2.1-I2V-14B-720P --local_dir .\/models\/Wan2.1-I2V-14B-720P\r\nmodelscope download AI-ModelScope\/wav2vec2-base-960h --local_dir .\/models\/wav2vec2-base-960h\r\nmodelscope download amap_cvlab\/FantasyTalking fantasytalking_model.ckpt --local_dir .\/models\r\n<\/code><\/pre>\n<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u73af\u5883<\/strong><br \/>\n\u786e\u4fdd GPU \u53ef\u7528\uff08\u63a8\u8350 RTX 3090 \u6216\u66f4\u9ad8\uff0cVRAM \u81f3\u5c11 24GB\uff09\u3002\u5982\u679c\u9047\u5230\u5185\u5b58\u95ee\u9898\uff0c\u53ef\u5c1d\u8bd5\u964d\u4f4e\u5206\u8fa8\u7387\u6216\u542f\u7528 VRAM \u4f18\u5316\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u8fd0\u884c\u63a8\u7406\u811a\u672c\u751f\u6210\u89c6\u9891\u3002\u57fa\u672c\u547d\u4ee4\u5982\u4e0b\uff1a<\/p>\n<pre><code>python infer.py --image_path .\/assets\/images\/woman.png --audio_path .\/assets\/audios\/woman.wav\r\n<\/code><\/pre>\n<ul>\n<li><code>--image_path<\/code>\uff1a\u8f93\u5165\u8096\u50cf\u56fe\u50cf\u8def\u5f84\uff08\u652f\u6301 PNG\/JPG \u683c\u5f0f\uff09\u3002<\/li>\n<li><code>--audio_path<\/code>\uff1a\u8f93\u5165\u97f3\u9891\u6587\u4ef6\u8def\u5f84\uff08\u652f\u6301 WAV \u683c\u5f0f\uff09\u3002<\/li>\n<li><code>--prompt<\/code>\uff1a\u53ef\u9009\u63d0\u793a\u8bcd\uff0c\u7528\u4e8e\u63a7\u5236\u89d2\u8272\u884c\u4e3a\uff0c\u4f8b\u5982\uff1a\n<pre><code>--prompt \"The person is speaking enthusiastically, with their hands continuously waving.\"\r\n<\/code><\/pre>\n<\/li>\n<li><code>--audio_cfg_scale<\/code>\u00a0\u548c\u00a0<code>--prompt_cfg_scale<\/code>\uff1a\u63a7\u5236\u97f3\u9891\u548c\u63d0\u793a\u8bcd\u7684\u5f71\u54cd\u7a0b\u5ea6\uff0c\u63a8\u8350\u8303\u56f4\u4e3a 3-7\u3002\u63d0\u9ad8\u97f3\u9891 CFG \u53ef\u589e\u5f3a\u5507\u90e8\u540c\u6b65\u6548\u679c\u3002<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ol>\n<li><strong>\u5507\u90e8\u540c\u6b65\u751f\u6210<\/strong><br \/>\nFantasyTalking \u7684\u6838\u5fc3\u529f\u80fd\u662f\u57fa\u4e8e\u97f3\u9891\u751f\u6210\u7cbe\u51c6\u7684\u5507\u90e8\u52a8\u4f5c\u3002\u7528\u6237\u9700\u51c6\u5907\u6e05\u6670\u7684\u97f3\u9891\u6587\u4ef6\uff08\u5982 WAV \u683c\u5f0f\uff0c16kHz \u91c7\u6837\u7387\u6700\u4f73\uff09\u3002\u8fd0\u884c\u63a8\u7406\u811a\u672c\u540e\uff0c\u6a21\u578b\u4f1a\u81ea\u52a8\u5206\u6790\u97f3\u9891\u5e76\u751f\u6210\u5339\u914d\u7684\u5507\u90e8\u52a8\u4f5c\u3002\u786e\u4fdd\u97f3\u9891\u65e0\u660e\u663e\u566a\u97f3\uff0c\u4ee5\u83b7\u5f97\u6700\u4f73\u6548\u679c\u3002<\/li>\n<li><strong>\u63d0\u793a\u8bcd\u63a7\u5236<\/strong><br \/>\n\u901a\u8fc7\u00a0<code>--prompt<\/code>\u00a0\u53c2\u6570\uff0c\u7528\u6237\u53ef\u4ee5\u5b9a\u4e49\u89d2\u8272\u7684\u8868\u60c5\u548c\u52a8\u4f5c\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u00a0<code>--prompt \"The person is speaking calmly with slight head movements.\"<\/code>\u00a0\u53ef\u751f\u6210\u5e73\u9759\u7684\u8bf4\u8bdd\u89c6\u9891\u3002\u63d0\u793a\u8bcd\u9700\u7b80\u6d01\u660e\u786e\uff0c\u907f\u514d\u6a21\u7cca\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u591a\u98ce\u683c\u652f\u6301<\/strong><br \/>\n\u9879\u76ee\u652f\u6301\u771f\u5b9e\u548c\u5361\u901a\u98ce\u683c\u7684\u8096\u50cf\u751f\u6210\u3002\u7528\u6237\u53ef\u63d0\u4f9b\u4e0d\u540c\u98ce\u683c\u7684\u8f93\u5165\u56fe\u50cf\uff0c\u6a21\u578b\u4f1a\u6839\u636e\u56fe\u50cf\u7279\u5f81\u8c03\u6574\u8f93\u51fa\u98ce\u683c\u3002\u5361\u901a\u98ce\u683c\u9002\u5408\u52a8\u753b\u573a\u666f\uff0c\u771f\u5b9e\u98ce\u683c\u9002\u5408\u865a\u62df\u4e3b\u64ad\u7b49\u5e94\u7528\u3002<\/li>\n<li><strong>\u8fd0\u52a8\u5f3a\u5ea6\u8c03\u5236<\/strong><br \/>\nFantasyTalking \u7684\u8fd0\u52a8\u5f3a\u5ea6\u8c03\u5236\u6a21\u5757\u5141\u8bb8\u7528\u6237\u63a7\u5236\u8868\u60c5\u548c\u52a8\u4f5c\u7684\u5e45\u5ea6\u3002\u4f8b\u5982\uff0c\u8bbe\u7f6e\u8f83\u9ad8\u7684\u00a0<code>--audio_weight<\/code>\u00a0\u53c2\u6570\u53ef\u589e\u5f3a\u80a2\u4f53\u52a8\u4f5c\uff0c\u9002\u5408\u52a8\u6001\u573a\u666f\u3002\u9ed8\u8ba4\u8bbe\u7f6e\u5df2\u4f18\u5316\uff0c\u5efa\u8bae\u521d\u6b21\u4f7f\u7528\u65f6\u4fdd\u6301\u9ed8\u8ba4\u503c\u3002<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u786c\u4ef6\u8981\u6c42<\/strong>\uff1a\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u89c6\u9891\u9700\u8981\u5f3a\u5927 GPU\u300232GB VRAM \u7684 RTX 5090 \u53ef\u80fd\u4ecd\u4f1a\u9047\u5230\u5185\u5b58\u4e0d\u8db3\u95ee\u9898\uff0c\u5efa\u8bae\u964d\u4f4e\u00a0<code>--image_size<\/code>\u00a0\u6216\u00a0<code>--max_num_frames<\/code>\u3002<\/li>\n<li><strong>\u6a21\u578b\u4e0b\u8f7d<\/strong>\uff1a\u6a21\u578b\u6587\u4ef6\u8f83\u5927\uff08\u7ea6\u51e0\u5341 GB\uff09\uff0c\u786e\u4fdd\u7f51\u7edc\u7a33\u5b9a\u548c\u8db3\u591f\u78c1\u76d8\u7a7a\u95f4\u3002<\/li>\n<li><strong>\u63d0\u793a\u8bcd\u4f18\u5316<\/strong>\uff1a\u63d0\u793a\u8bcd\u5bf9\u8f93\u51fa\u5f71\u54cd\u8f83\u5927\uff0c\u5efa\u8bae\u591a\u6b21\u5b9e\u9a8c\u4ee5\u627e\u5230\u6700\u4f73\u63cf\u8ff0\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u865a\u62df\u4e3b\u64ad\u5185\u5bb9\u521b\u4f5c<\/strong><br \/>\n\u7528\u6237\u53ef\u4ee5\u5229\u7528 FantasyTalking \u4e3a\u865a\u62df\u4e3b\u64ad\u751f\u6210\u903c\u771f\u7684\u8bf4\u8bdd\u89c6\u9891\u3002\u8f93\u5165\u4e3b\u64ad\u7684\u8096\u50cf\u56fe\u50cf\u548c\u914d\u97f3\u97f3\u9891\uff0c\u751f\u6210\u5507\u90e8\u540c\u6b65\u7684\u89c6\u9891\uff0c\u9002\u7528\u4e8e\u76f4\u64ad\u3001\u77ed\u89c6\u9891\u6216\u6559\u80b2\u5185\u5bb9\u5236\u4f5c\u3002<\/li>\n<li><strong>\u52a8\u753b\u89d2\u8272\u914d\u97f3<\/strong><br \/>\n\u52a8\u753b\u5236\u4f5c\u8005\u53ef\u4e3a\u5361\u901a\u89d2\u8272\u751f\u6210\u914d\u97f3\u89c6\u9891\u3002\u63d0\u4f9b\u5361\u901a\u5f62\u8c61\u548c\u97f3\u9891\uff0c\u6a21\u578b\u80fd\u751f\u6210\u5339\u914d\u7684\u5507\u90e8\u52a8\u4f5c\u548c\u8868\u60c5\uff0c\u7b80\u5316\u52a8\u753b\u5236\u4f5c\u6d41\u7a0b\u3002<\/li>\n<li><strong>\u6559\u80b2\u89c6\u9891\u5236\u4f5c<\/strong><br \/>\n\u6559\u5e08\u6216\u57f9\u8bad\u673a\u6784\u53ef\u751f\u6210\u865a\u62df\u8bb2\u5e08\u89c6\u9891\u3002\u8f93\u5165\u8bb2\u5e08\u8096\u50cf\u548c\u8bfe\u7a0b\u97f3\u9891\uff0c\u5feb\u901f\u751f\u6210\u6559\u5b66\u89c6\u9891\uff0c\u589e\u5f3a\u5185\u5bb9\u5438\u5f15\u529b\u3002<\/li>\n<li><strong>\u5a31\u4e50\u548c\u8ff7\u56e0\u521b\u4f5c<\/strong><br \/>\n\u7528\u6237\u53ef\u4e3a\u8ff7\u56e0\u6216\u5a31\u4e50\u89c6\u9891\u751f\u6210\u641e\u7b11\u7684\u8bf4\u8bdd\u8096\u50cf\u3002\u901a\u8fc7\u8c03\u6574\u63d0\u793a\u8bcd\uff0c\u5236\u4f5c\u5938\u5f20\u8868\u60c5\u6216\u52a8\u4f5c\u7684\u89c6\u9891\uff0c\u9002\u5408\u793e\u4ea4\u5a92\u4f53\u5206\u4eab\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>FantasyTalking \u652f\u6301\u54ea\u4e9b\u8f93\u5165\u683c\u5f0f\uff1f<\/strong><br \/>\n\u56fe\u50cf\u652f\u6301 PNG \u548c JPG \u683c\u5f0f\uff0c\u97f3\u9891\u652f\u6301 WAV \u683c\u5f0f\uff0c\u63a8\u8350 16kHz \u91c7\u6837\u7387\u4ee5\u83b7\u5f97\u6700\u4f73\u5507\u90e8\u540c\u6b65\u6548\u679c\u3002<\/li>\n<li><strong>\u5982\u4f55\u89e3\u51b3\u663e\u5b58\u4e0d\u8db3\u95ee\u9898\uff1f<\/strong><br \/>\n\u5982\u679c GPU \u663e\u5b58\u4e0d\u8db3\uff08\u5982 RTX 5090 \u7684 32GB VRAM\uff09\uff0c\u53ef\u964d\u4f4e\u00a0<code>--image_size<\/code>\uff08\u5982 512&#215;512\uff09\u6216\u51cf\u5c11\u00a0<code>--max_num_frames<\/code>\uff08\u5982 30 \u5e27\uff09\u3002\u4e5f\u53ef\u542f\u7528 VRAM \u4f18\u5316\u9009\u9879\u6216\u4f7f\u7528\u66f4\u9ad8\u914d\u7f6e\u7684 GPU\u3002<\/li>\n<li><strong>\u751f\u6210\u7684\u89c6\u9891\u8d28\u91cf\u5982\u4f55\u63d0\u9ad8\uff1f<\/strong><br \/>\n\u4f7f\u7528\u9ad8\u5206\u8fa8\u7387\u8f93\u5165\u56fe\u50cf\uff08\u81f3\u5c11 512&#215;512\uff09\uff0c\u786e\u4fdd\u97f3\u9891\u6e05\u6670\u65e0\u566a\u97f3\u3002\u8c03\u6574\u00a0<code>--audio_cfg_scale<\/code>\uff08\u5982 5-7\uff09\u53ef\u589e\u5f3a\u5507\u90e8\u540c\u6b65\uff0c\u4f18\u5316\u63d0\u793a\u8bcd\u53ef\u63d0\u5347\u8868\u60c5\u81ea\u7136\u5ea6\u3002<\/li>\n<li><strong>\u662f\u5426\u652f\u6301\u5b9e\u65f6\u751f\u6210\uff1f<\/strong><br 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