{"id":29877,"date":"2025-04-04T01:56:31","date_gmt":"2025-04-03T17:56:31","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=29877"},"modified":"2025-04-11T00:37:37","modified_gmt":"2025-04-10T16:37:37","slug":"audiox","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/de\/audiox\/","title":{"rendered":"AudioX\uff1a\u53c2\u8003\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u751f\u6210\u97f3\u9891\u548c\u97f3\u4e50"},"content":{"rendered":"<p>AudioX \u662f\u4e00\u4e2a\u7531 Zeyue Tian \u7b49\u4eba\u5728 GitHub \u4e0a\u5f00\u6e90\u7684\u9879\u76ee\uff0c\u5b98\u65b9\u8bba\u6587\u53d1\u5e03\u4e8e arXiv\uff08\u7f16\u53f7 2503.10522\uff09\u3002\u5b83\u57fa\u4e8e\u6269\u6563\u53d8\u6362\u5668\uff08Diffusion Transformer\uff09\u6280\u672f\uff0c\u80fd\u4ece\u6587\u672c\u3001\u89c6\u9891\u3001\u56fe\u7247\u3001\u97f3\u9891\u7b49\u591a\u79cd\u8f93\u5165\u751f\u6210\u9ad8\u8d28\u91cf\u97f3\u9891\u548c\u97f3\u4e50\u3002AudioX \u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u4e0d\u4ec5\u652f\u6301\u5355\u4e00\u8f93\u5165\uff0c\u8fd8\u80fd\u7edf\u4e00\u5904\u7406\u591a\u79cd\u6a21\u6001\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63a7\u5236\u751f\u6210\u7ed3\u679c\u3002\u9879\u76ee\u63d0\u4f9b\u4e86\u4e24\u4e2a\u6570\u636e\u96c6\uff1avggsound-caps\uff0819 \u4e07\u97f3\u9891\u63cf\u8ff0\uff09\u548c V2M-caps\uff08600 \u4e07\u97f3\u4e50\u63cf\u8ff0\uff09\uff0c\u89e3\u51b3\u4e86\u8bad\u7ec3\u6570\u636e\u4e0d\u8db3\u7684\u95ee\u9898\u3002AudioX \u5f00\u6e90\u4e86\u4ee3\u7801\u548c\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u9002\u5408\u5f00\u53d1\u8005\u3001\u7814\u7a76\u8005\u548c\u521b\u4f5c\u8005\u4f7f\u7528\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-29879\" title=\"AudioX\uff1a\u53c2\u8003\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u751f\u6210\u97f3\u9891\u548c\u97f3\u4e50-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/55822900b0e799e.png\" alt=\"AudioX\uff1a\u53c2\u8003\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u751f\u6210\u97f3\u9891\u548c\u97f3\u4e50-1\" width=\"775\" height=\"377\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/55822900b0e799e.png 1040w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/55822900b0e799e-768x374.png 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/55822900b0e799e-18x9.png 18w\" sizes=\"auto, (max-width: 775px) 100vw, 775px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u591a\u79cd\u8f93\u5165\u751f\u6210\u97f3\u9891\uff1a\u53ef\u4ee5\u7528\u6587\u672c\u3001\u89c6\u9891\u3001\u56fe\u7247\u6216\u97f3\u9891\u751f\u6210\u5bf9\u5e94\u7684\u97f3\u9891\u6216\u97f3\u4e50\u3002<\/li>\n<li>\u81ea\u7136\u8bed\u8a00\u63a7\u5236\uff1a\u901a\u8fc7\u6587\u5b57\u63cf\u8ff0\u8c03\u6574\u97f3\u9891\u5185\u5bb9\u6216\u98ce\u683c\uff0c\u6bd4\u5982\u201c\u8f7b\u5feb\u7684\u94a2\u7434\u66f2\u201d\u3002<\/li>\n<li>\u9ad8\u8d28\u91cf\u8f93\u51fa\uff1a\u751f\u6210\u7684\u97f3\u9891\u548c\u97f3\u4e50\u97f3\u8d28\u9ad8\uff0c\u63a5\u8fd1\u4e13\u4e1a\u6c34\u5e73\u3002<\/li>\n<li>\u591a\u6a21\u6001\u7edf\u4e00\u5904\u7406\uff1a\u80fd\u540c\u65f6\u5904\u7406\u4e0d\u540c\u7c7b\u578b\u8f93\u5165\uff0c\u751f\u6210\u4e00\u81f4\u7684\u7ed3\u679c\u3002<\/li>\n<li>\u5f00\u6e90\u8d44\u6e90\uff1a\u63d0\u4f9b\u5b8c\u6574\u4ee3\u7801\u3001\u9884\u8bad\u7ec3\u6a21\u578b\u548c\u6570\u636e\u96c6\uff0c\u65b9\u4fbf\u4e8c\u6b21\u5f00\u53d1\u3002<\/li>\n<li>\u672c\u5730\u6f14\u793a\u652f\u6301\uff1a\u901a\u8fc7 Gradio \u63d0\u4f9b\u4ea4\u4e92\u5f0f\u754c\u9762\uff0c\u65b9\u4fbf\u6d4b\u8bd5\u529f\u80fd\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<p>AudioX \u9700\u8981\u4e00\u5b9a\u7684\u7f16\u7a0b\u57fa\u7840\uff0c\u9002\u5408\u6709 Python \u7ecf\u9a8c\u7684\u7528\u6237\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u4f7f\u7528\u6307\u5357\uff0c\u5e2e\u52a9\u4f60\u5feb\u901f\u4e0a\u624b\u3002<\/p>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<ol>\n<li><strong>\u4e0b\u8f7d\u4ee3\u7801<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff0c\u514b\u9686 AudioX \u4ed3\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>git clone https:\/\/github.com\/ZeyueT\/AudioX.git\r\n<\/code><\/pre>\n<p>\u7136\u540e\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/p>\n<pre><code>cd AudioX\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u521b\u5efa\u73af\u5883<\/strong><br \/>\nAudioX \u9700\u8981 Python 3.8.20\u3002\u4f7f\u7528 Conda \u521b\u5efa\u865a\u62df\u73af\u5883\uff1a<\/li>\n<\/ol>\n<pre><code>conda create -n AudioX python=3.8.20\r\n<\/code><\/pre>\n<p>\u6fc0\u6d3b\u73af\u5883\uff1a<\/p>\n<pre><code>conda activate AudioX\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u5b89\u88c5\u9879\u76ee\u6240\u9700\u5e93\uff1a<\/li>\n<\/ol>\n<pre><code>pip install git+https:\/\/github.com\/ZeyueT\/AudioX.git\r\n<\/code><\/pre>\n<p>\u518d\u5b89\u88c5\u97f3\u9891\u5904\u7406\u5de5\u5177\uff1a<\/p>\n<pre><code>conda install -c conda-forge ffmpeg libsndfile\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li><strong>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b<\/strong><br \/>\n\u521b\u5efa\u6a21\u578b\u6587\u4ef6\u5939\uff1a<\/li>\n<\/ol>\n<pre><code>mkdir -p model\r\n<\/code><\/pre>\n<p>\u4e0b\u8f7d\u6a21\u578b\u548c\u914d\u7f6e\u6587\u4ef6\uff1a<\/p>\n<pre><code>wget https:\/\/huggingface.co\/HKUSTAudio\/AudioX\/resolve\/main\/model.ckpt -O model\/model.ckpt\r\nwget https:\/\/huggingface.co\/HKUSTAudio\/AudioX\/resolve\/main\/config.json -O model\/config.json\r\n<\/code><\/pre>\n<ol start=\"5\">\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u6d4b\u8bd5\u73af\u5883\u662f\u5426\u6b63\u5e38\uff1a<\/li>\n<\/ol>\n<pre><code>python -c \"import audiox; print('AudioX installed successfully')\"\r\n<\/code><\/pre>\n<p>\u5982\u679c\u6ca1\u6709\u62a5\u9519\uff0c\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<p>AudioX \u652f\u6301\u591a\u79cd\u751f\u6210\u4efb\u52a1\uff0c\u5305\u62ec\u6587\u672c\u8f6c\u97f3\u9891\uff08T2A\uff09\u3001\u89c6\u9891\u8f6c\u97f3\u4e50\uff08V2M\uff09\u7b49\u3002\u4ee5\u4e0b\u662f\u5177\u4f53\u64cd\u4f5c\u65b9\u6cd5\u3002<\/p>\n<h4>\u7528\u6587\u672c\u751f\u6210\u97f3\u9891<\/h4>\n<ol>\n<li>\u521b\u5efa\u4e00\u4e2a Python \u6587\u4ef6\uff0c\u6bd4\u5982\u00a0<code>text_to_audio.py<\/code>\u3002<\/li>\n<li>\u8f93\u5165\u4ee5\u4e0b\u4ee3\u7801\uff1a<\/li>\n<\/ol>\n<pre><code>from audiox import AudioXModel\r\nmodel = AudioXModel.load(\"model\/model.ckpt\", \"model\/config.json\")\r\ntext = \"\u6572\u51fb\u952e\u76d8\u7684\u58f0\u97f3\"\r\naudio = model.generate(text=text)\r\naudio.save(\"keyboard.wav\")\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u8fd0\u884c\u811a\u672c\uff1a<\/li>\n<\/ol>\n<pre><code>python text_to_audio.py\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u751f\u6210\u7684\u97f3\u9891\u4fdd\u5b58\u4e3a\u00a0<code>keyboard.wav<\/code>\uff0c\u53ef\u4ee5\u7528\u64ad\u653e\u5668\u68c0\u67e5\u6548\u679c\u3002<\/li>\n<\/ol>\n<h4>\u7528\u89c6\u9891\u751f\u6210\u97f3\u4e50<\/h4>\n<ol>\n<li>\u51c6\u5907\u4e00\u4e2a\u89c6\u9891\u6587\u4ef6\uff0c\u6bd4\u5982\u00a0<code>sample.mp4<\/code>\u3002<\/li>\n<li>\u521b\u5efa\u811a\u672c\u00a0<code>video_to_music.py<\/code>\uff0c\u8f93\u5165\uff1a<\/li>\n<\/ol>\n<pre><code>from audiox import AudioXModel\r\nmodel = AudioXModel.load(\"model\/model.ckpt\", \"model\/config.json\")\r\naudio = model.generate(video=\"sample.mp4\", text=\"\u4e3a\u89c6\u9891\u751f\u6210\u97f3\u4e50\")\r\naudio.save(\"video_music.wav\")\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n<pre><code>python video_to_music.py\r\n<\/code><\/pre>\n<ol start=\"4\">\n<li>\u751f\u6210\u7684\u97f3\u4e50\u4fdd\u5b58\u4e3a\u00a0<code>video_music.wav<\/code>\u3002<\/li>\n<\/ol>\n<h4>\u8fd0\u884c Gradio \u672c\u5730\u6f14\u793a<\/h4>\n<ol>\n<li>\u5728\u7ec8\u7aef\u8f93\u5165\uff1a<\/li>\n<\/ol>\n<pre><code>python3 run_gradio.py --model-config model\/config.json --share\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u547d\u4ee4\u8fd0\u884c\u540e\uff0c\u4f1a\u751f\u6210\u4e00\u4e2a\u672c\u5730\u94fe\u63a5\uff08\u6bd4\u5982 http:\/\/127.0.0.1:7860\uff09\u3002\u6253\u5f00\u94fe\u63a5\uff0c\u5c31\u80fd\u901a\u8fc7\u7f51\u9875\u754c\u9762\u6d4b\u8bd5 AudioX\u3002<\/li>\n<li>\u5728\u754c\u9762\u4e0a\u8f93\u5165\u6587\u672c\uff08\u5982\u201c\u94a2\u7434\u548c\u63d0\u7434\u7684\u97f3\u4e50\u201d\uff09\u6216\u4e0a\u4f20\u89c6\u9891\uff0c\u70b9\u51fb\u751f\u6210\u5373\u53ef\u542c\u5230\u7ed3\u679c\u3002<\/li>\n<\/ol>\n<h4>\u811a\u672c\u63a8\u7406\u793a\u4f8b<\/h4>\n<p>\u5b98\u65b9\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8be6\u7ec6\u7684\u63a8\u7406\u811a\u672c\uff0c\u7528\u4e8e\u66f4\u590d\u6742\u7684\u751f\u6210\u4efb\u52a1\uff1a<\/p>\n<ol>\n<li>\u521b\u5efa\u6587\u4ef6\u00a0<code>generate.py<\/code>\uff0c\u8f93\u5165\uff1a<\/li>\n<\/ol>\n<pre><code>import torch\r\nfrom stable_audio_tools import get_pretrained_model, generate_diffusion_cond\r\ndevice  `Truncated`torch.torch.torch.torch.torch.torch.torch.torch.torch_torch.torch.torch_torch.torch.torch\r\ndevice = \"cuda\" if torch.cuda.is_available() else \"cpu\"\r\nmodel, config = get_pretrained_config(\"HKUSTAudio\/AudioX\")\r\nmodel = model.to(device)\r\nsample_rate = config[\"sample_rate\"]\r\nsample_size = config[\"sample_size\"]\r\nvideo_path = \"sample.mp4\"\r\ntext_prompt = \"\u4e3a\u89c6\u9891\u751f\u6210\u94a2\u7434\u97f3\u4e50\"\r\nconditioning = [{\"video_prompt\": [read_video(video_path, 0, 10, config[\"video_fps\"]).unsqueeze(0)],\r\n\"text_prompt\": text_prompt,\r\n\"seconds_start\": 0,\r\n\"seconds_total\": 10}]\r\noutput = generate_diffusion_cond(model, steps=250, cfg_scale=7, conditioning=conditioning, sample_size=sample_size, device=device)\r\noutput = output.to(torch.float32).div(torch.max(torch.abs(output))).clamp(-1, 1).mul(32767).to(torch.int16).cpu()\r\ntorchaudio.save(\"output.wav\", output, sample_rate)\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li>\u8fd0\u884c\uff1a<\/li>\n<\/ol>\n<pre><code>python generate.py\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li>\u751f\u6210\u7684\u97f3\u9891\u4fdd\u5b58\u4e3a\u00a0<code>output.wav<\/code>\u3002<\/li>\n<\/ol>\n<h3>\u914d\u7f6e\u793a\u4f8b<\/h3>\n<p>\u4ee5\u4e0b\u662f\u4e0d\u540c\u4efb\u52a1\u7684\u8f93\u5165\u914d\u7f6e\uff1a<\/p>\n<ul>\n<li><strong>\u6587\u672c\u8f6c\u97f3\u9891<\/strong>\uff1a<code>text=\"\u6572\u51fb\u952e\u76d8\u7684\u58f0\u97f3\"<\/code>,\u00a0<code>video=None<\/code><\/li>\n<li><strong>\u89c6\u9891\u8f6c\u97f3\u4e50<\/strong>\uff1a<code>video=\"sample.mp4\"<\/code>,\u00a0<code>text=\"\u4e3a\u89c6\u9891\u751f\u6210\u97f3\u4e50\"<\/code><\/li>\n<li><strong>\u6df7\u5408\u8f93\u5165<\/strong>\uff1a<code>video=\"sample.mp4\"<\/code>,\u00a0<code>text=\"\u6d77\u6d6a\u58f0\u548c\u7b11\u58f0\"<\/code><\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li>GPU \u80fd\u663e\u8457\u63d0\u5347\u751f\u6210\u901f\u5ea6\uff0c\u63a8\u8350\u4f7f\u7528\u3002<\/li>\n<li>\u89c6\u9891\u683c\u5f0f\u9700\u4e3a mp4\uff0c\u97f3\u9891\u8f93\u51fa\u4e3a wav\u3002<\/li>\n<li>\u786e\u4fdd\u7f51\u7edc\u7a33\u5b9a\uff0c\u6a21\u578b\u4e0b\u8f7d\u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u97f3\u4e50\u521b\u4f5c<\/strong><br \/>\n\u8f93\u5165\u6587\u5b57\u63cf\u8ff0\uff0c\u5982\u201c\u60b2\u4f24\u7684\u5c0f\u63d0\u7434\u66f2\u201d\uff0c\u5feb\u901f\u751f\u6210\u97f3\u4e50\u7247\u6bb5\u3002<\/li>\n<li><strong>\u89c6\u9891\u914d\u4e50<\/strong><br \/>\n\u4e0a\u4f20\u89c6\u9891\uff0c\u751f\u6210\u5339\u914d\u7684\u80cc\u666f\u97f3\u4e50\u6216\u97f3\u6548\u3002<\/li>\n<li><strong>\u7814\u7a76\u5f00\u53d1<\/strong><br \/>\n\u4f7f\u7528\u5f00\u6e90\u4ee3\u7801\u548c\u6570\u636e\u96c6\uff0c\u6539\u8fdb\u97f3\u9891\u751f\u6210\u6280\u672f\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u652f\u6301\u4e2d\u6587\u5417\uff1f<\/strong><br \/>\n\u662f\u7684\uff0c\u652f\u6301\u4e2d\u6587\u8f93\u5165\uff0c\u6bd4\u5982\u201c\u8f7b\u5feb\u7684\u94a2\u7434\u66f2\u201d\u3002<\/li>\n<li><strong>\u9700\u8981\u591a\u5c11\u5b58\u50a8\u7a7a\u95f4\uff1f<\/strong><br \/>\n\u4ee3\u7801\u548c\u6a21\u578b\u7ea6 2-3GB\uff0c\u5b8c\u6574\u6570\u636e\u96c6\u9700\u989d\u5916\u51e0\u5341GB\u3002<\/li>\n<li><strong>\u751f\u6210\u65f6\u95f4\u591a\u957f\uff1f<\/strong><br \/>\nGPU \u4e0a\u51e0\u79d2\u5230\u4e00\u5206\u949f\uff0cCPU \u53ef\u80fd\u9700\u8981\u51e0\u5206\u949f\u3002<\/li>\n<\/ol>\n\n<div id=\"J_MPDLCont\" class=\"magicpost-cont-wp\">\n  <div class=\"magicpost-cont-inner\">\n    <div class=\"magicpost-cont-hd\">\n      <svg class=\"wb-icon-magicpost wbsico-magicpost-local\">\n        <use xlink:href=\"#wbsico-magicpost-local\"><\/use>\n      <\/svg> <span>\u76f8\u5173\u6587\u4ef6\u4e0b\u8f7d\u5730\u5740<\/span>\n    <\/div>\n\n    <div class=\"magicpost-cont-bd\">\n                <div 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Transformer\uff09\u6280\u672f\uff0c\u80fd\u4ece\u6587\u672c\u3001\u89c6\u9891\u3001\u56fe\u7247\u3001\u97f3\u9891\u7b49\u591a\u79cd&#8230;<\/p>\n","protected":false},"author":1,"featured_media":62191,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,206],"class_list":["post-29877","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aiyinle"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/29877","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/comments?post=29877"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/posts\/29877\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media\/62191"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/media?parent=29877"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/categories?post=29877"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/de\/wp-json\/wp\/v2\/tags?post=29877"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}