{"id":31946,"date":"2025-06-30T20:32:08","date_gmt":"2025-06-30T12:32:08","guid":{"rendered":"https:\/\/www.kdjingpai.com\/?p=31946"},"modified":"2025-06-30T20:32:28","modified_gmt":"2025-06-30T12:32:28","slug":"multitalk","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/multitalk\/","title":{"rendered":"MultiTalk\uff1a\u751f\u6210\u591a\u4eba\u5bf9\u8bdd\u89c6\u9891\u7684\u97f3\u9891\u9a71\u52a8\u5de5\u5177"},"content":{"rendered":"<p>MultiTalk \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u97f3\u9891\u9a71\u52a8\u591a\u4eba\u5bf9\u8bdd\u89c6\u9891\u751f\u6210\u5de5\u5177\uff0c\u7531 MeiGen-AI \u5f00\u53d1\u3002\u5b83\u901a\u8fc7\u8f93\u5165\u591a\u8def\u97f3\u9891\u3001\u53c2\u8003\u56fe\u50cf\u548c\u6587\u672c\u63d0\u793a\uff0c\u751f\u6210\u5177\u6709\u5507\u90e8\u540c\u6b65\u7684\u591a\u4eba\u4ea4\u4e92\u89c6\u9891\u3002\u9879\u76ee\u652f\u6301\u771f\u5b9e\u4eba\u7269\u548c\u5361\u901a\u89d2\u8272\u7684\u89c6\u9891\u751f\u6210\uff0c\u9002\u7528\u4e8e\u5bf9\u8bdd\u3001\u6f14\u5531\u548c\u4ea4\u4e92\u63a7\u5236\u7b49\u573a\u666f\u3002MultiTalk \u91c7\u7528\u521b\u65b0\u7684 L-RoPE \u6280\u672f\uff0c\u89e3\u51b3\u97f3\u9891\u4e0e\u4eba\u7269\u7ed1\u5b9a\u95ee\u9898\uff0c\u786e\u4fdd\u5507\u90e8\u52a8\u4f5c\u4e0e\u97f3\u9891\u7cbe\u51c6\u5bf9\u9f50\u3002\u9879\u76ee\u5728 GitHub \u4e0a\u63d0\u4f9b\u6a21\u578b\u6743\u91cd\u548c\u8be6\u7ec6\u6587\u6863\uff0c\u9075\u5faa Apache 2.0 \u8bb8\u53ef\u8bc1\uff0c\u9002\u5408\u5b66\u672f\u7814\u7a76\u548c\u6280\u672f\u5f00\u53d1\u8005\u4f7f\u7528\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-31947\" title=\"MultiTalk\uff1a\u751f\u6210\u591a\u4eba\u5bf9\u8bdd\u89c6\u9891\u7684\u97f3\u9891\u9a71\u52a8\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/06\/8c0a4966dea8388.jpg\" alt=\"MultiTalk\uff1a\u751f\u6210\u591a\u4eba\u5bf9\u8bdd\u89c6\u9891\u7684\u97f3\u9891\u9a71\u52a8\u5de5\u5177-1\" width=\"2560\" height=\"891\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u591a\u4eba\u5bf9\u8bdd\u89c6\u9891\u751f\u6210\uff1a\u57fa\u4e8e\u591a\u8def\u97f3\u9891\u8f93\u5165\uff0c\u751f\u6210\u591a\u4e2a\u89d2\u8272\u4e92\u52a8\u7684\u89c6\u9891\uff0c\u5507\u90e8\u52a8\u4f5c\u4e0e\u97f3\u9891\u540c\u6b65\u3002<\/li>\n<li>\u5361\u901a\u89d2\u8272\u751f\u6210\uff1a\u652f\u6301\u751f\u6210\u5361\u901a\u4eba\u7269\u7684\u5bf9\u8bdd\u6216\u6f14\u5531\u89c6\u9891\uff0c\u6269\u5c55\u5e94\u7528\u573a\u666f\u3002<\/li>\n<li>\u4ea4\u4e92\u63a7\u5236\uff1a\u901a\u8fc7\u6587\u672c\u63d0\u793a\u63a7\u5236\u89d2\u8272\u7684\u884c\u4e3a\u548c\u4ea4\u4e92\u903b\u8f91\u3002<\/li>\n<li>\u5206\u8fa8\u7387\u7075\u6d3b\u6027\uff1a\u652f\u6301 480p \u548c 720p \u89c6\u9891\u8f93\u51fa\uff0c\u9002\u5e94\u4e0d\u540c\u8bbe\u5907\u9700\u6c42\u3002<\/li>\n<li>L-RoPE \u6280\u672f\uff1a\u901a\u8fc7\u6807\u7b7e\u65cb\u8f6c\u4f4d\u7f6e\u5d4c\u5165\uff0c\u89e3\u51b3\u591a\u97f3\u9891\u4e0e\u4eba\u7269\u7ed1\u5b9a\u95ee\u9898\uff0c\u63d0\u5347\u751f\u6210\u51c6\u786e\u6027\u3002<\/li>\n<li>TeaCache \u52a0\u901f\uff1a\u4f18\u5316\u89c6\u9891\u751f\u6210\u901f\u5ea6\uff0c\u9002\u5408\u4f4e\u663e\u5b58\u8bbe\u5907\u8fd0\u884c\u3002<\/li>\n<li>\u5f00\u6e90\u6a21\u578b\uff1a\u63d0\u4f9b\u6a21\u578b\u6743\u91cd\u548c\u4ee3\u7801\uff0c\u5f00\u53d1\u8005\u53ef\u81ea\u7531\u4e0b\u8f7d\u548c\u5b9a\u5236\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 MultiTalk\uff0c\u9700\u8981\u5728\u672c\u5730\u914d\u7f6e\u8fd0\u884c\u73af\u5883\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff0c\u9002\u5408 Python \u5f00\u53d1\u8005\u6216\u7814\u7a76\u4eba\u5458\uff1a<\/p>\n<ol>\n<li><strong>\u521b\u5efa\u865a\u62df\u73af\u5883<\/strong><br \/>\n\u4f7f\u7528 Conda \u521b\u5efa Python 3.10 \u73af\u5883\uff0c\u786e\u4fdd\u4f9d\u8d56\u9694\u79bb\uff1a<\/p>\n<pre><code>conda create -n multitalk python=3.10\r\nconda activate multitalk\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5 PyTorch \u548c\u76f8\u5173\u4f9d\u8d56<\/strong><br \/>\n\u5b89\u88c5 PyTorch 2.4.1 \u53ca\u5176\u914d\u5957\u5e93\uff0c\u652f\u6301 CUDA \u52a0\u901f\uff1a<\/p>\n<pre><code>pip install torch==2.4.1 torchvision==0.19.1 torchaudio==2.4.1 --index-url https:\/\/download.pytorch.org\/whl\/cu121\r\npip install -U xformers==0.0.28 --index-url https:\/\/download.pytorch.org\/whl\/cu121\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5\u5176\u4ed6\u4f9d\u8d56<\/strong><br \/>\n\u5b89\u88c5 Ninja\u3001Librosa \u7b49\u5fc5\u8981\u5e93\uff1a<\/p>\n<pre><code>pip install ninja psutil packaging flash_attn\r\nconda install -c conda-forge librosa\r\npip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u4e0b\u8f7d\u6a21\u578b\u6743\u91cd<\/strong><br \/>\n\u4ece Hugging Face \u4e0b\u8f7d MultiTalk \u548c\u76f8\u5173\u6a21\u578b\u6743\u91cd\uff1a<\/p>\n<pre><code>huggingface-cli download Wan-AI\/Wan2.1-I2V-14B-480P --local-dir .\/weights\/Wan2.1-I2V-14B-480P\r\nhuggingface-cli download TencentGameMate\/chinese-wav2vec2-base --local-dir .\/weights\/chinese-wav2vec2-base\r\nhuggingface-cli download MeiGen-AI\/MeiGen-MultiTalk --local-dir .\/weights\/MeiGen-MultiTalk\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u9a8c\u8bc1\u73af\u5883<\/strong><br \/>\n\u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u6b63\u786e\u5b89\u88c5\uff0c\u68c0\u67e5 GPU \u662f\u5426\u53ef\u7528\uff08\u63a8\u8350\u4f7f\u7528 CUDA \u517c\u5bb9\u7684 GPU\uff09\u3002<\/li>\n<\/ol>\n<h3>\u4f7f\u7528\u65b9\u6cd5<\/h3>\n<p>MultiTalk \u901a\u8fc7\u547d\u4ee4\u884c\u811a\u672c\u00a0<code>generate_multitalk.py<\/code>\u00a0\u751f\u6210\u89c6\u9891\u3002\u7528\u6237\u9700\u8981\u51c6\u5907\u4ee5\u4e0b\u8f93\u5165\uff1a<\/p>\n<ul>\n<li><strong>\u591a\u8def\u97f3\u9891<\/strong>\uff1a\u652f\u6301 WAV \u683c\u5f0f\u7684\u97f3\u9891\u6587\u4ef6\uff0c\u786e\u4fdd\u6bcf\u8def\u97f3\u9891\u5bf9\u5e94\u4e00\u4e2a\u89d2\u8272\u7684\u8bed\u97f3\u3002<\/li>\n<li><strong>\u53c2\u8003\u56fe\u50cf<\/strong>\uff1a\u63d0\u4f9b\u89d2\u8272\u5916\u89c2\u7684\u9759\u6001\u56fe\u50cf\uff0c\u7528\u4e8e\u751f\u6210\u89c6\u9891\u4e2d\u7684\u4eba\u7269\u3002<\/li>\n<li><strong>\u6587\u672c\u63d0\u793a<\/strong>\uff1a\u63cf\u8ff0\u573a\u666f\u6216\u89d2\u8272\u4ea4\u4e92\u7684\u6587\u672c\uff0c\u4f8b\u5982\u201cNick \u548c Judy \u5728\u5496\u5561\u5e97\u5bf9\u8bdd\u201d\u3002<\/li>\n<\/ul>\n<h4>\u751f\u6210\u77ed\u89c6\u9891<\/h4>\n<p>\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u751f\u6210\u5355\u6bb5\u77ed\u89c6\u9891\uff1a<\/p>\n<pre><code>python generate_multitalk.py \\\r\n--ckpt_dir weights\/Wan2.1-I2V-14B-480P \\\r\n--wav2vec_dir weights\/chinese-wav2vec2-base \\\r\n--input_json examples\/single_example_1.json \\\r\n--sample_steps 40 \\\r\n--mode clip \\\r\n--size multitalk-480 \\\r\n--use_teacache \\\r\n--save_file output_short_video\r\n<\/code><\/pre>\n<h4>\u751f\u6210\u957f\u89c6\u9891<\/h4>\n<p>\u5bf9\u4e8e\u957f\u89c6\u9891\uff0c\u4f7f\u7528\u6d41\u5f0f\u751f\u6210\u6a21\u5f0f\uff1a<\/p>\n<pre><code>python generate_multitalk.py \\\r\n--ckpt_dir weights\/Wan2.1-I2V-14B-480P \\\r\n--wav2vec_dir weights\/chinese-wav2vec2-base \\\r\n--input_json examples\/single_example_1.json \\\r\n--sample_steps 40 \\\r\n--mode streaming \\\r\n--use_teacache \\\r\n--save_file output_long_video\r\n<\/code><\/pre>\n<h4>\u4f4e\u663e\u5b58\u4f18\u5316<\/h4>\n<p>\u5982\u679c\u663e\u5b58\u4e0d\u8db3\uff0c\u8bbe\u7f6e\u00a0<code>--num_persistent_param_in_dit 0<\/code>\uff1a<\/p>\n<pre><code>python generate_multitalk.py \\\r\n--ckpt_dir weights\/Wan2.1-I2V-14B-480P \\\r\n--wav2vec_dir weights\/chinese-wav2vec2-base \\\r\n--input_json examples\/single_example_1.json \\\r\n--sample_steps 40 \\\r\n--mode streaming \\\r\n--num_persistent_param_in_dit 0 \\\r\n--use_teacache \\\r\n--save_file output_lowvram_video\r\n<\/code><\/pre>\n<h4>\u53c2\u6570\u8bf4\u660e<\/h4>\n<ul>\n<li><code>--mode<\/code>\uff1a<code>clip<\/code>\u00a0\u751f\u6210\u77ed\u89c6\u9891\uff0c<code>streaming<\/code>\u00a0\u751f\u6210\u957f\u89c6\u9891\u3002<\/li>\n<li><code>--size<\/code>\uff1a\u9009\u62e9\u00a0<code>multitalk-480<\/code>\u00a0\u6216\u00a0<code>multitalk-720<\/code>\u00a0\u8f93\u51fa\u5206\u8fa8\u7387\u3002<\/li>\n<li><code>--use_teacache<\/code>\uff1a\u542f\u7528 TeaCache \u52a0\u901f\uff0c\u4f18\u5316\u751f\u6210\u901f\u5ea6\u3002<\/li>\n<li><code>--teacache_thresh<\/code>\uff1a\u53d6\u503c 0.2 \u5230 0.5\uff0c\u5e73\u8861\u901f\u5ea6\u4e0e\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<ol>\n<li><strong>\u591a\u4eba\u5bf9\u8bdd\u751f\u6210<\/strong><br \/>\n\u7528\u6237\u9700\u51c6\u5907\u591a\u8def\u97f3\u9891\u548c\u5bf9\u5e94\u7684\u53c2\u8003\u56fe\u50cf\u3002\u97f3\u9891\u6587\u4ef6\u5e94\u6e05\u6670\uff0c\u91c7\u6837\u7387\u5efa\u8bae\u4e3a 16kHz\u3002\u53c2\u8003\u56fe\u50cf\u9700\u5305\u542b\u89d2\u8272\u7684\u9762\u90e8\u6216\u5168\u8eab\u7279\u5f81\u3002\u6587\u672c\u63d0\u793a\u9700\u660e\u786e\u63cf\u8ff0\u573a\u666f\u548c\u89d2\u8272\u884c\u4e3a\uff0c\u4f8b\u5982\u201c\u4e24\u4eba\u5728\u6237\u5916\u5496\u5561\u684c\u65c1\u8ba8\u8bba\u5de5\u4f5c\u201d\u3002\u751f\u6210\u540e\uff0cMultiTalk \u4f7f\u7528 L-RoPE \u6280\u672f\u786e\u4fdd\u6bcf\u8def\u97f3\u9891\u4e0e\u5bf9\u5e94\u89d2\u8272\u7ed1\u5b9a\uff0c\u5507\u90e8\u52a8\u4f5c\u4e0e\u8bed\u97f3\u540c\u6b65\u3002<\/li>\n<li><strong>\u5361\u901a\u89d2\u8272\u652f\u6301<\/strong><br \/>\n\u63d0\u4f9b\u5361\u901a\u89d2\u8272\u7684\u53c2\u8003\u56fe\u50cf\uff08\u5982 Disney \u98ce\u683c\u7684 Nick \u548c Judy\uff09\uff0cMultiTalk \u53ef\u751f\u6210\u5361\u901a\u98ce\u683c\u7684\u5bf9\u8bdd\u6216\u6f14\u5531\u89c6\u9891\u3002\u63d0\u793a\u793a\u4f8b\uff1a\u201cNick \u548c Judy \u5728\u6e29\u99a8\u623f\u95f4\u91cc\u5531\u6b4c\u201d\u3002<\/li>\n<li><strong>\u4ea4\u4e92\u63a7\u5236<\/strong><br \/>\n\u901a\u8fc7\u6587\u672c\u63d0\u793a\u63a7\u5236\u89d2\u8272\u52a8\u4f5c\u3002\u4f8b\u5982\uff0c\u8f93\u5165\u201c\u5973\u4eba\u559d\u5496\u5561\uff0c\u7537\u4eba\u770b\u624b\u673a\u201d\uff0cMultiTalk \u4f1a\u751f\u6210\u76f8\u5e94\u7684\u52a8\u6001\u573a\u666f\u3002\u63d0\u793a\u9700\u7b80\u6d01\u4f46\u5177\u4f53\uff0c\u907f\u514d\u6a21\u7cca\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u5206\u8fa8\u7387\u9009\u62e9<\/strong><br \/>\n\u4f7f\u7528\u00a0<code>--size multitalk-720<\/code>\u00a0\u751f\u6210\u9ad8\u6e05\u89c6\u9891\uff0c\u9002\u5408\u5c55\u793a\u5728\u9ad8\u8d28\u91cf\u663e\u793a\u8bbe\u5907\u4e0a\u3002\u4f4e\u5206\u8fa8\u7387 480p \u9002\u5408\u5feb\u901f\u6d4b\u8bd5\u6216\u4f4e\u6027\u80fd\u8bbe\u5907\u3002<\/li>\n<\/ol>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u786c\u4ef6\u8981\u6c42<\/strong>\uff1a\u63a8\u8350\u4f7f\u7528\u914d\u5907 CUDA \u7684 GPU\uff0c\u663e\u5b58\u81f3\u5c11 12GB\u3002\u4f4e\u663e\u5b58\u8bbe\u5907\u9700\u542f\u7528\u4f18\u5316\u53c2\u6570\u3002<\/li>\n<li><strong>\u97f3\u9891\u8d28\u91cf<\/strong>\uff1a\u97f3\u9891\u9700\u65e0\u660e\u663e\u566a\u58f0\uff0c\u786e\u4fdd\u5507\u90e8\u540c\u6b65\u6548\u679c\u3002<\/li>\n<li><strong>\u8bb8\u53ef\u8bc1\u9650\u5236<\/strong>\uff1a\u751f\u6210\u5185\u5bb9\u4ec5\u9650\u5b66\u672f\u4f7f\u7528\uff0c\u7981\u6b62\u5546\u4e1a\u7528\u9014\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u5b66\u672f\u7814\u7a76<\/strong><br \/>\n\u7814\u7a76\u4eba\u5458\u53ef\u4f7f\u7528 MultiTalk \u63a2\u7d22\u97f3\u9891\u9a71\u52a8\u89c6\u9891\u751f\u6210\u6280\u672f\uff0c\u6d4b\u8bd5 L-RoPE \u7b49\u521b\u65b0\u65b9\u6cd5\u5728\u591a\u89d2\u8272\u573a\u666f\u4e2d\u7684\u6548\u679c\u3002<\/li>\n<li><strong>\u6559\u80b2\u6f14\u793a<\/strong><br \/>\n\u6559\u5e08\u53ef\u751f\u6210\u5361\u901a\u89d2\u8272\u5bf9\u8bdd\u89c6\u9891\uff0c\u7528\u4e8e\u8bfe\u5802\u6559\u5b66\u6216\u5728\u7ebf\u8bfe\u7a0b\uff0c\u589e\u52a0\u8da3\u5473\u6027\u548c\u4e92\u52a8\u6027\u3002<\/li>\n<li><strong>\u865a\u62df\u5185\u5bb9\u521b\u4f5c<\/strong><br \/>\n\u5185\u5bb9\u521b\u4f5c\u8005\u53ef\u5feb\u901f\u751f\u6210\u591a\u4eba\u5bf9\u8bdd\u6216\u6f14\u5531\u89c6\u9891\uff0c\u7528\u4e8e\u77ed\u89c6\u9891\u5e73\u53f0\u6216\u865a\u62df\u89d2\u8272\u5c55\u793a\u3002<\/li>\n<li><strong>\u6280\u672f\u5f00\u53d1<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u57fa\u4e8e MultiTalk \u7684\u5f00\u6e90\u4ee3\u7801\uff0c\u5b9a\u5236\u7279\u5b9a\u573a\u666f\u7684\u89c6\u9891\u751f\u6210\u5de5\u5177\uff0c\u5e94\u7528\u4e8e\u865a\u62df\u4f1a\u8bae\u6216\u6570\u5b57\u4eba\u9879\u76ee\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>MultiTalk \u652f\u6301\u54ea\u4e9b\u97f3\u9891\u683c\u5f0f\uff1f<\/strong><br \/>\n\u652f\u6301 WAV \u683c\u5f0f\u97f3\u9891\uff0c\u5efa\u8bae\u91c7\u6837\u7387\u4e3a 16kHz\uff0c\u786e\u4fdd\u5507\u90e8\u540c\u6b65\u6548\u679c\u6700\u4f73\u3002<\/li>\n<li><strong>\u5982\u4f55\u89e3\u51b3\u97f3\u9891\u4e0e\u4eba\u7269\u7ed1\u5b9a\u9519\u8bef\uff1f<\/strong><br \/>\nMultiTalk \u4f7f\u7528 L-RoPE \u6280\u672f\uff0c\u901a\u8fc7\u4e3a\u97f3\u9891\u548c\u89c6\u9891\u5d4c\u5165\u76f8\u540c\u6807\u7b7e\uff0c\u81ea\u52a8\u89e3\u51b3\u7ed1\u5b9a\u95ee\u9898\u3002\u786e\u4fdd\u8f93\u5165\u7684\u97f3\u9891\u548c\u53c2\u8003\u56fe\u50cf\u4e00\u4e00\u5bf9\u5e94\u3002<\/li>\n<li><strong>\u751f\u6210\u89c6\u9891\u9700\u8981\u591a\u957f\u65f6\u95f4\uff1f<\/strong><br \/>\n\u53d6\u51b3\u4e8e\u786c\u4ef6\u548c\u89c6\u9891\u957f\u5ea6\u3002\u77ed\u89c6\u9891\uff0810\u79d2\uff09\u5728\u9ad8\u6027\u80fd GPU \u4e0a\u7ea6\u9700 1-2 \u5206\u949f\uff0c\u957f\u89c6\u9891\u53ef\u80fd\u9700 5-10 \u5206\u949f\u3002<\/li>\n<li><strong>\u662f\u5426\u652f\u6301\u5b9e\u65f6\u751f\u6210\uff1f<\/strong><br \/>\n\u5f53\u524d\u7248\u672c\u4e0d\u652f\u6301\u5b9e\u65f6\u751f\u6210\uff0c\u9700\u79bb\u7ebf\u5904\u7406\u3002\u672a\u6765\u7248\u672c\u53ef\u80fd\u4f18\u5316\u4f4e\u5ef6\u8fdf\u751f\u6210\u3002<\/li>\n<li><strong>\u5982\u4f55\u4f18\u5316\u4f4e\u663e\u5b58\u8bbe\u5907\u6027\u80fd\uff1f<\/strong><br \/>\n\u4f7f\u7528\u00a0<code>--num_persistent_param_in_dit 0<\/code>\u00a0\u548c\u00a0<code>--use_teacache<\/code>\uff0c\u964d\u4f4e\u663e\u5b58\u5360\u7528\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>MultiTalk \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u97f3\u9891\u9a71\u52a8\u591a\u4eba\u5bf9\u8bdd\u89c6\u9891\u751f\u6210\u5de5\u5177\uff0c\u7531 MeiGen-AI \u5f00\u53d1\u3002\u5b83\u901a\u8fc7\u8f93\u5165\u591a\u8def\u97f3\u9891\u3001\u53c2\u8003\u56fe\u50cf\u548c\u6587\u672c\u63d0\u793a\uff0c\u751f\u6210\u5177\u6709\u5507\u90e8\u540c\u6b65\u7684\u591a\u4eba\u4ea4\u4e92\u89c6\u9891\u3002\u9879\u76ee\u652f\u6301\u771f\u5b9e\u4eba\u7269\u548c\u5361\u901a\u89d2\u8272\u7684\u89c6\u9891\u751f\u6210\uff0c\u9002\u7528\u4e8e\u5bf9\u8bdd\u3001\u6f14\u5531\u548c\u4ea4\u4e92\u63a7\u5236\u7b49\u573a\u666f\u3002Mu&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62351,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,228],"class_list":["post-31946","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aishuziren"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31946","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/comments?post=31946"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/posts\/31946\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media\/62351"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/media?parent=31946"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/categories?post=31946"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/pt\/wp-json\/wp\/v2\/tags?post=31946"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}