{"id":27564,"date":"2025-03-04T02:12:44","date_gmt":"2025-03-03T18:12:44","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=27564"},"modified":"2025-03-04T02:12:44","modified_gmt":"2025-03-03T18:12:44","slug":"fireredasr","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/fireredasr\/","title":{"rendered":"FireRedASR\uff1a\u591a\u8bed\u8a00\u9ad8\u7cbe\u5ea6\u8bed\u97f3\u8bc6\u522b\u5f00\u6e90\u6a21\u578b"},"content":{"rendered":"<p>FireRedASR \u662f\u7531\u5c0f\u7ea2\u4e66 FireRed \u56e2\u961f\u5f00\u53d1\u5e76\u5f00\u6e90\u7684\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\uff0c\u4e13\u6ce8\u4e8e\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u3001\u591a\u8bed\u8a00\u652f\u6301\u7684\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u89e3\u51b3\u65b9\u6848\u3002\u9879\u76ee\u6258\u7ba1\u4e8e GitHub\uff0c\u9762\u5411\u5f00\u53d1\u8005\u4e0e\u7814\u7a76\u8005\uff0c\u63d0\u4f9b\u5de5\u4e1a\u7ea7\u8bbe\u8ba1\uff0c\u652f\u6301\u666e\u901a\u8bdd\u3001\u4e2d\u6587\u65b9\u8a00\u3001\u82f1\u8bed\u4ee5\u53ca\u6b4c\u8bcd\u8bc6\u522b\u7b49\u573a\u666f\u3002FireRedASR \u5206\u4e3a\u4e24\u4e2a\u4e3b\u8981\u7248\u672c\uff1aFireRedASR-LLM \u8ffd\u6c42\u6781\u81f4\u7cbe\u5ea6\uff0c\u9002\u7528\u4e8e\u4e13\u4e1a\u9700\u6c42\uff1bFireRedASR-AED \u517c\u987e\u6548\u7387\u4e0e\u6027\u80fd\uff0c\u9002\u5408\u5b9e\u65f6\u5e94\u7528\u3002\u622a\u81f32025\u5e74\uff0c\u8be5\u6a21\u578b\u5728\u4e2d\u6587\u666e\u901a\u8bdd\u6d4b\u8bd5\u4e2d\u5237\u65b0\u4e86\u6700\u4f18\u7eaa\u5f55\uff08CER 3.05%\uff09\uff0c\u5e76\u5728\u591a\u573a\u666f\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u5e7f\u6cdb\u9002\u7528\u4e8e\u667a\u80fd\u52a9\u624b\u3001\u89c6\u9891\u5b57\u5e55\u751f\u6210\u7b49\u9886\u57df\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-27565\" title=\"FireRedASR\uff1a\u591a\u8bed\u8a00\u9ad8\u7cbe\u5ea6\u8bed\u97f3\u8bc6\u522b\u7684\u5f00\u6e90\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/c5dff0315014c59.png\" alt=\"FireRedASR\uff1a\u591a\u8bed\u8a00\u9ad8\u7cbe\u5ea6\u8bed\u97f3\u8bc6\u522b\u7684\u5f00\u6e90\u6a21\u578b-1\" width=\"1035\" height=\"529\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/c5dff0315014c59.png 1035w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/c5dff0315014c59-768x393.png 768w\" sizes=\"auto, (max-width: 1035px) 100vw, 1035px\" \/><\/p>\n<p>&nbsp;<\/p>\n<div id=\"attachment_27566\" style=\"width: 1461px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-27566\" class=\"wp-image-27566 size-full\" title=\"FireRedASR\uff1a\u591a\u8bed\u8a00\u9ad8\u7cbe\u5ea6\u8bed\u97f3\u8bc6\u522b\u7684\u5f00\u6e90\u6a21\u578b-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/6faa71054d2859f.jpg\" alt=\"FireRedASR\uff1a\u591a\u8bed\u8a00\u9ad8\u7cbe\u5ea6\u8bed\u97f3\u8bc6\u522b\u7684\u5f00\u6e90\u6a21\u578b-1\" width=\"1451\" height=\"852\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/6faa71054d2859f.jpg 1451w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/03\/6faa71054d2859f-768x451.jpg 768w\" sizes=\"auto, (max-width: 1451px) 100vw, 1451px\" \/><p id=\"caption-attachment-27566\" class=\"wp-caption-text\">FireRedASR\uff1aWebUI\u4e00\u952e\u5b89\u88c5\u5305\uff1ahttps:\/\/github.com\/jianchang512\/fireredasr-ui<\/p><\/div>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u652f\u6301\u666e\u901a\u8bdd\u3001\u4e2d\u6587\u65b9\u8a00\u548c\u82f1\u8bed\u7684\u8bed\u97f3\u8f6c\u6587\u5b57\uff0c\u8bc6\u522b\u51c6\u786e\u7387\u4e1a\u754c\u9886\u5148\u3002<\/li>\n<li>\u63d0\u4f9b\u6b4c\u8bcd\u8bc6\u522b\u529f\u80fd\uff0c\u7279\u522b\u9002\u7528\u4e8e\u591a\u5a92\u4f53\u5185\u5bb9\u5904\u7406\u3002<\/li>\n<li>\u5305\u542b FireRedASR-LLM \u548c FireRedASR-AED \u4e24\u4e2a\u7248\u672c\uff0c\u5206\u522b\u6ee1\u8db3\u9ad8\u7cbe\u5ea6\u548c\u9ad8\u6548\u63a8\u7406\u9700\u6c42\u3002<\/li>\n<li>\u5f00\u6e90\u6a21\u578b\u4e0e\u63a8\u7406\u4ee3\u7801\uff0c\u652f\u6301\u793e\u533a\u4e8c\u6b21\u5f00\u53d1\u4e0e\u5b9a\u5236\u5316\u5e94\u7528\u3002<\/li>\n<li>\u53ef\u5904\u7406\u591a\u79cd\u97f3\u9891\u8f93\u5165\u573a\u666f\uff0c\u5982\u77ed\u89c6\u9891\u3001\u76f4\u64ad\u3001\u8bed\u97f3\u8f93\u5165\u7b49\u3002<\/li>\n<li>\u652f\u6301\u6279\u91cf\u97f3\u9891\u5904\u7406\uff0c\u9002\u5408\u5927\u89c4\u6a21\u6570\u636e\u8f6c\u5f55\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u4f7f\u7528\u5e2e\u52a9<\/h2>\n<h3>\u5b89\u88c5\u6d41\u7a0b<\/h3>\n<p>FireRedASR \u9700\u8981\u4e00\u5b9a\u7684\u5f00\u53d1\u73af\u5883\u914d\u7f6e\u624d\u80fd\u8fd0\u884c\uff0c\u4ee5\u4e0b\u662f\u8be6\u7ec6\u7684\u5b89\u88c5\u6b65\u9aa4\uff1a<\/p>\n<p>1.<strong>\u514b\u9686\u9879\u76ee\u4ed3\u5e93<\/strong><br \/>\n\u6253\u5f00\u7ec8\u7aef\uff0c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5c06 FireRedASR \u9879\u76ee\u514b\u9686\u5230\u672c\u5730\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/FireRedTeam\/FireRedASR.git\r\n<\/code><\/pre>\n<p>\u5b8c\u6210\u540e\uff0c\u8fdb\u5165\u9879\u76ee\u76ee\u5f55\uff1a<\/p>\n<pre><code>cd FireRedASR\r\n<\/code><\/pre>\n<ol start=\"2\">\n<li><strong>\u521b\u5efa Python \u73af\u5883<\/strong><br \/>\n\u63a8\u8350\u4f7f\u7528 Conda \u521b\u5efa\u72ec\u7acb\u7684 Python \u73af\u5883\uff0c\u786e\u4fdd\u4f9d\u8d56\u9694\u79bb\u3002\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/li>\n<\/ol>\n<pre><code>conda create --name fireredasr python=3.10\r\n<\/code><\/pre>\n<p>\u6fc0\u6d3b\u73af\u5883\uff1a<\/p>\n<pre><code>conda activate fireredasr\r\n<\/code><\/pre>\n<ol start=\"3\">\n<li><strong>\u5b89\u88c5\u4f9d\u8d56<\/strong><br \/>\n\u9879\u76ee\u63d0\u4f9b\u4e86\u4e00\u4e2a\u00a0<code>requirements.txt<\/code>\u00a0\u6587\u4ef6\uff0c\u5305\u542b\u6240\u6709\u5fc5\u9700\u7684\u4f9d\u8d56\u5305\u3002\u5b89\u88c5\u547d\u4ee4\u5982\u4e0b\uff1a<\/li>\n<\/ol>\n<pre><code>pip install -r requirements.txt\r\n<\/code><\/pre>\n<p>\u7b49\u5f85\u5b89\u88c5\u5b8c\u6210\uff0c\u786e\u4fdd\u7f51\u7edc\u7545\u901a\uff0c\u53ef\u80fd\u9700\u8981\u79d1\u5b66\u4e0a\u7f51\u5de5\u5177\u52a0\u901f\u4e0b\u8f7d\u3002<\/p>\n<ol start=\"4\">\n<li><strong>\u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b<\/strong><\/li>\n<\/ol>\n<ul>\n<li><strong>FireRedASR-AED-L<\/strong>\uff1a\u76f4\u63a5\u4ece GitHub \u6216 Hugging Face \u4e0b\u8f7d\u9884\u8bad\u7ec3\u6a21\u578b\uff0c\u653e\u5165\u00a0<code>pretrained_models\/FireRedASR-AED-L<\/code>\u00a0\u6587\u4ef6\u5939\u3002<\/li>\n<li><strong>FireRedASR-LLM-L<\/strong>\uff1a\u9664\u4e0b\u8f7d\u6a21\u578b\u5916\uff0c\u8fd8\u9700\u4e0b\u8f7d Qwen2-7B-Instruct \u6a21\u578b\uff0c\u653e\u5165\u00a0<code>pretrained_models<\/code>\u00a0\u6587\u4ef6\u5939\uff0c\u5e76\u5728\u00a0<code>FireRedASR-LLM-L<\/code>\u00a0\u76ee\u5f55\u4e0b\u521b\u5efa\u8f6f\u94fe\u63a5\uff1a<\/li>\n<\/ul>\n<pre><code>ln -s ..\/Qwen2-7B-Instruct\r\n<\/code><\/pre>\n<ol start=\"5\">\n<li><strong>\u9a8c\u8bc1\u5b89\u88c5<\/strong><br \/>\n\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\u68c0\u67e5\u5b89\u88c5\u662f\u5426\u6210\u529f\uff1a<\/li>\n<\/ol>\n<pre><code>python speech2text.py --help\r\n<\/code><\/pre>\n<p>\u5982\u679c\u663e\u793a\u5e2e\u52a9\u4fe1\u606f\uff0c\u8bf4\u660e\u73af\u5883\u914d\u7f6e\u6b63\u786e\u3002<\/p>\n<h3>\u5982\u4f55\u4f7f\u7528<\/h3>\n<p>FireRedASR \u63d0\u4f9b\u547d\u4ee4\u884c\u548c Python API \u4e24\u79cd\u4f7f\u7528\u65b9\u5f0f\uff0c\u4ee5\u4e0b\u8be6\u7ec6\u4ecb\u7ecd\u4e3b\u8981\u529f\u80fd\u7684\u64cd\u4f5c\u6d41\u7a0b\u3002<\/p>\n<h4>\u547d\u4ee4\u884c\u64cd\u4f5c<\/h4>\n<ol>\n<li><strong>\u5355\u6587\u4ef6\u8f6c\u5f55\uff08AED \u6a21\u578b\uff09<\/strong><br \/>\n\u4f7f\u7528 FireRedASR-AED-L \u5904\u7406\u97f3\u9891\u6587\u4ef6\uff08\u6700\u957f\u652f\u6301 60 \u79d2\uff09\uff1a<\/li>\n<\/ol>\n<pre><code>python speech2text.py --wav_path examples\/wav\/BAC009S0764W0121.wav --asr_type \"aed\" --model_dir pretrained_models\/FireRedASR-AED-L\r\n<\/code><\/pre>\n<ul>\n<li><code>--wav_path<\/code>\uff1a\u6307\u5b9a\u97f3\u9891\u6587\u4ef6\u8def\u5f84\u3002<\/li>\n<li><code>--asr_type<\/code>\uff1a\u9009\u62e9\u6a21\u578b\u7c7b\u578b\uff0c\u6b64\u5904\u4e3a &#8220;aed&#8221;\u3002<\/li>\n<li><code>--model_dir<\/code>\uff1a\u6307\u5b9a\u6a21\u578b\u6587\u4ef6\u5939\u3002<br \/>\n\u8f93\u51fa\u7ed3\u679c\u4f1a\u663e\u793a\u5728\u7ec8\u7aef\uff0c\u4f8b\u5982\u8f6c\u5f55\u7684\u6587\u672c\u5185\u5bb9\u3002<\/li>\n<\/ul>\n<ol start=\"2\">\n<li><strong>\u5355\u6587\u4ef6\u8f6c\u5f55\uff08LLM \u6a21\u578b\uff09<\/strong><br \/>\n\u4f7f\u7528 FireRedASR-LLM-L \u5904\u7406\u97f3\u9891\uff08\u6700\u957f\u652f\u6301 30 \u79d2\uff09\uff1a<\/li>\n<\/ol>\n<pre><code>python speech2text.py --wav_path examples\/wav\/BAC009S0764W0121.wav --asr_type \"llm\" --model_dir pretrained_models\/FireRedASR-LLM-L\r\n<\/code><\/pre>\n<p>\u53c2\u6570\u542b\u4e49\u540c\u4e0a\uff0c\u8f93\u51fa\u4e3a\u8f6c\u5f55\u6587\u672c\u3002<\/p>\n<h4>Python API \u64cd\u4f5c<\/h4>\n<ol>\n<li><strong>\u52a0\u8f7d\u6a21\u578b\u5e76\u8f6c\u5f55<\/strong><br \/>\n\u5728 Python \u811a\u672c\u4e2d\u8c03\u7528 FireRedASR \u6a21\u578b\uff1a<\/li>\n<\/ol>\n<pre><code>from fireredasr.models.fireredasr import FireRedAsr\r\n# \u521d\u59cb\u5316 AED \u6a21\u578b\r\nmodel = FireRedAsr.from_pretrained(\"aed\", \"pretrained_models\/FireRedASR-AED-L\")\r\nbatch_uttid = [\"BAC009S0764W0121\"]\r\nbatch_wav_path = [\"examples\/wav\/BAC009S0764W0121.wav\"]\r\nresults = model.transcribe(\r\nbatch_uttid, batch_wav_path,\r\n{\"use_gpu\": 1, \"beam_size\": 3, \"nbest\": 1, \"decode_max_len\": 0}\r\n)\r\nprint(results)\r\n<\/code><\/pre>\n<ul>\n<li><strong>from_pretrained<\/strong>\uff1a\u52a0\u8f7d\u6307\u5b9a\u6a21\u578b\u3002<\/li>\n<li><strong>transcribe<\/strong>\uff1a\u6267\u884c\u8f6c\u5f55\u4efb\u52a1\uff0c\u8fd4\u56de\u7ed3\u679c\u4e3a\u6587\u672c\u5217\u8868\u3002<\/li>\n<\/ul>\n<ol start=\"2\">\n<li><strong>\u8c03\u6574\u53c2\u6570\u4f18\u5316\u7ed3\u679c<\/strong>\n<ul>\n<li><strong>use_gpu<\/strong>\uff1a\u8bbe\u4e3a 1 \u4f7f\u7528 GPU \u52a0\u901f\uff0c\u8bbe\u4e3a 0 \u4f7f\u7528 CPU\u3002<\/li>\n<li><strong>beam_size<\/strong>\uff1a\u641c\u7d22\u675f\u5bbd\u5ea6\uff0c\u8d8a\u5927\u7cbe\u5ea6\u8d8a\u9ad8\u4f46\u8017\u65f6\u589e\u52a0\uff0c\u9ed8\u8ba4 3\u3002<\/li>\n<li><strong>nbest<\/strong>\uff1a\u8fd4\u56de\u6700\u4f73\u7ed3\u679c\u6570\u91cf\uff0c\u9ed8\u8ba4 1\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p><strong>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/strong><\/p>\n<ol>\n<li><strong>\u6b4c\u8bcd\u8bc6\u522b<\/strong><br \/>\nFireRedASR-LLM \u5728\u6b4c\u8bcd\u8bc6\u522b\u4e0a\u8868\u73b0\u4f18\u5f02\u3002\u5c06\u6b4c\u66f2\u97f3\u9891\u8f93\u5165\uff08\u786e\u4fdd\u4e0d\u8d85\u8fc7 30 \u79d2\uff09\uff0c\u8fd0\u884c\uff1a<\/p>\n<pre><code>python speech2text.py --wav_path your_song.wav --asr_type \"llm\" --model_dir pretrained_models\/FireRedASR-LLM-L\r\n<\/code><\/pre>\n<p>**\u8f93\u51fa\u4e3a\u6b4c\u66f2\u6587\u672c\uff0c\u8bc6\u522b\u7387\u53ef\u8fbe\u4e1a\u5185\u9886\u5148\u6c34\u5e73\u3002 **<\/li>\n<li><strong>\u591a\u8bed\u8a00\u652f\u6301<\/strong><br \/>\n\u5bf9\u4e8e\u65b9\u8a00\u6216\u82f1\u8bed\u97f3\u9891\uff0c\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u547d\u4ee4\u6216 API\uff0c\u6a21\u578b\u4f1a\u81ea\u52a8\u9002\u914d\u3002\u4f8b\u5982\u5904\u7406\u82f1\u8bed\u97f3\u9891\uff1a<\/p>\n<pre><code>model = FireRedAsr.from_pretrained(\"llm\",\"pretrained_models\/FireRedASR-LLM-L\")\r\nresults = model.transcribe([\"english_audio\"],[\"path\/to\/english.wav\"],{\"use_gpu\":1})\r\nprint(results)\r\n<\/code><\/pre>\n<\/li>\n<\/ol>\n<p><strong>\u6ce8\u610f\u4e8b\u9879<\/strong><\/p>\n<ul>\n<li><strong>\u97f3\u9891\u957f\u5ea6\u9650\u5236<\/strong>\uff1aAED \u652f\u6301\u6700\u957f 60 \u79d2\uff0c\u8d85\u8fc7\u53ef\u80fd\u51fa\u73b0\u5e7b\u89c9\u95ee\u9898\uff1bLLM \u652f\u6301 30 \u79d2\uff0c\u8d85\u957f\u884c\u4e3a\u672a\u5b9a\u4e49\u3002<\/li>\n<li><strong>\u6279\u91cf\u5904\u7406<\/strong>\uff1a\u786e\u4fdd\u8f93\u5165\u97f3\u9891\u957f\u5ea6\u76f8\u8fd1\uff0c\u907f\u514d\u6027\u80fd\u4e0b\u964d\u3002<\/li>\n<li><strong>\u786c\u4ef6\u8981\u6c42<\/strong>\uff1a\u63a8\u8350\u4f7f\u7528 GPU \u8fd0\u884c\u5927\u6a21\u578b\uff0cCPU \u53ef\u80fd\u8f83\u6162\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u4e0a\u624b FireRedASR\uff0c\u5b8c\u6210\u4ece\u5b89\u88c5\u5230\u4f7f\u7528\u7684\u5168\u6d41\u7a0b\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u8bed\u97f3\u8bc6\u522b\u573a\u666f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>FireRedASR \u662f\u7531\u5c0f\u7ea2\u4e66 FireRed \u56e2\u961f\u5f00\u53d1\u5e76\u5f00\u6e90\u7684\u8bed\u97f3\u8bc6\u522b\u6a21\u578b\uff0c\u4e13\u6ce8\u4e8e\u63d0\u4f9b\u9ad8\u7cbe\u5ea6\u3001\u591a\u8bed\u8a00\u652f\u6301\u7684\u81ea\u52a8\u8bed\u97f3\u8bc6\u522b\uff08ASR\uff09\u89e3\u51b3\u65b9\u6848\u3002\u9879\u76ee\u6258\u7ba1\u4e8e GitHub\uff0c\u9762\u5411\u5f00\u53d1\u8005\u4e0e\u7814\u7a76\u8005\uff0c\u63d0\u4f9b\u5de5\u4e1a\u7ea7\u8bbe\u8ba1\uff0c\u652f\u6301\u666e\u901a\u8bdd\u3001\u4e2d\u6587\u65b9\u8a00\u3001\u82f1\u8bed\u4ee5\u53ca\u6b4c\u8bcd\u8bc6&#8230;<\/p>\n","protected":false},"author":1,"featured_media":61960,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[230,216],"class_list":["post-27564","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tool","tag-aikaiyuanxiangmu","tag-aiyuyinzhuanwenben"],"_links":{"self":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/27564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/comments?post=27564"}],"version-history":[{"count":0,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/posts\/27564\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media\/61960"}],"wp:attachment":[{"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/media?parent=27564"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/categories?post=27564"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kdjingpai.com\/ja\/wp-json\/wp\/v2\/tags?post=27564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}