{"id":696,"date":"2026-08-07T20:15:53","date_gmt":"2026-08-07T12:15:53","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/08\/07\/%e4%b8%8d%e7%94%a8%e8%ae%a2%e9%98%85%ef%bc%8c%e6%88%91%e5%9c%a8%e6%9c%ac%e5%9c%b0%e6%90%ad%e4%ba%86%e4%b8%80%e4%b8%aa%e8%af%ad%e9%9f%b3%e5%8a%a9%e6%89%8b\/"},"modified":"2026-08-07T20:16:18","modified_gmt":"2026-08-07T12:16:18","slug":"%e4%b8%8d%e7%94%a8%e8%ae%a2%e9%98%85%ef%bc%8c%e6%88%91%e5%9c%a8%e6%9c%ac%e5%9c%b0%e6%90%ad%e4%ba%86%e4%b8%80%e4%b8%aa%e8%af%ad%e9%9f%b3%e5%8a%a9%e6%89%8b","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/08\/07\/%e4%b8%8d%e7%94%a8%e8%ae%a2%e9%98%85%ef%bc%8c%e6%88%91%e5%9c%a8%e6%9c%ac%e5%9c%b0%e6%90%ad%e4%ba%86%e4%b8%80%e4%b8%aa%e8%af%ad%e9%9f%b3%e5%8a%a9%e6%89%8b\/","title":{"rendered":"\u4e0d\u7528\u8ba2\u9605\uff0c\u6211\u5728\u672c\u5730\u642d\u4e86\u4e00\u4e2a\u8bed\u97f3\u52a9\u624b"},"content":{"rendered":"<p>\u8bed\u97f3\u52a9\u624b\u8fd9\u4ef6\u4e8b\uff0c\u6211\u5bf9\u4e91\u7aef\u65b9\u6848\u4e00\u76f4\u4e0d\u592a\u653e\u5fc3\u3002\u5012\u4e0d\u662f\u6015\u4ec0\u4e48\uff0c\u4e3b\u8981\u662f\u5bf9\u8bdd\u5185\u5bb9\u5168\u9001\u51fa\u53bb\uff0c\u5fc3\u91cc\u522b\u626d\u3002\u4e4b\u524d\u8bd5\u4e86\u51e0\u5bb6 API \u7684\u5b9e\u65f6\u8bed\u97f3\uff0c\u5ef6\u8fdf\u786e\u5b9e\u4f4e\uff0c\u4f46\u6bcf\u6708\u51e0\u5341\u5200\u7684\u8d26\u5355\uff0c\u8bb2\u4e2d\u6587\u65f6\u8fd8\u5076\u5c14\u62bd\u98ce\u3002\u6211\u5c31\u60f3\uff1a\u6709\u6ca1\u6709\u529e\u6cd5\u5b8c\u5168\u672c\u5730\u8dd1\u4e00\u4e2a\uff0c\u6570\u636e\u4e0d\u51fa\u6211\u7684\u673a\u5668\uff1f<\/p>\n<p>\u641c\u4e86\u4e00\u5708\uff0c\u53d1\u73b0 Hugging Face \u6709\u4e2a <strong>speech-to-speech<\/strong>\uff0c36k \u591a\u661f\uff0c\u6700\u8fd1\u8fd8\u5728\u5bc6\u96c6\u66f4\u65b0\u3002\u5b83\u7684\u601d\u8def\u4e0d\u662f\u5c01\u88c5\u4e00\u4e2a\u9ed1\u76d2\u6a21\u578b\uff0c\u800c\u662f\u642d\u4e86\u4e00\u6761\u7ba1\u9053\uff1a\u4f60\u8bf4\u7684\u8bdd\u5148\u8fdb VAD \u68c0\u6d4b\uff0c\u518d\u8f6c\u6587\u5b57\uff0cLLM \u751f\u6210\u56de\u590d\uff0c\u6700\u540e TTS \u5ff5\u51fa\u6765\u3002\u56db\u4e2a\u73af\u8282\u5404\u81ea\u72ec\u7acb\uff0c\u6bcf\u4e2a\u90fd\u80fd\u6362\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"900\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-architecture.png\" class=\"wp-image-693\" alt=\"s2s-architecture\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-architecture.png 1400w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-architecture-300x193.png 300w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-architecture-1024x658.png 1024w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-architecture-768x494.png 768w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/p>\n<p>\u8fd9\u8bbe\u8ba1\u5bf9\u6211\u8fd9\u79cd\u559c\u6b22\u6298\u817e\u7684\u4eba\u5f88\u53cb\u597d\u3002\u7ba1\u9053\u91cc\u7528\u54ea\u5bb6\u7684 STT\u3001\u54ea\u4e2a LLM\u3001\u4ec0\u4e48 TTS\uff0c\u5b8c\u5168\u81ea\u5df1\u5b9a\u3002\u4e0d\u60f3\u8054\u7f51\u7684\u8bdd\uff0c\u56db\u4e2a\u73af\u8282\u5168\u7528\u672c\u5730\u6a21\u578b\u5c31\u884c\u3002<\/p>\n<h2>\u88c5\u8d77\u6765\u6bd4\u60f3\u8c61\u4e2d\u7b80\u5355<\/h2>\n<p>\u9879\u76ee\u7528 Python 3.10+\uff0c\u63a8\u8350 <code>uv<\/code> \u7ba1\u7406\u4f9d\u8d56\u3002\u6211\u4e60\u60ef pip\uff0c\u6240\u4ee5\u76f4\u63a5\uff1a<\/p>\n<pre><code>pip install speech-to-speech\n<\/code><\/pre>\n<p>macOS \u4e0a\u5b83\u81ea\u52a8\u88c5\u4e86 ARM \u67b6\u6784\u4f18\u5316\u7248\uff1aSTT \u8d70 Parakeet TDT\uff08MLX \u52a0\u901f\uff09\uff0cTTS \u9ed8\u8ba4 Qwen3-TTS \u914d mlx-audio\uff0cLLM \u7528 mlx-lm\u3002\u4e00\u6761\u547d\u4ee4\u5c31\u80fd\u542f\u52a8\u672c\u5730\u5bf9\u8bdd\uff1a<\/p>\n<pre><code>speech-to-speech local --mac-optimal-settings\n<\/code><\/pre>\n<p>\u4f46\u6211\u673a\u5668\u662f 16GB \u5185\u5b58\uff0c\u76f4\u63a5\u8dd1\u9ed8\u8ba4\u914d\u7f6e\u6709\u70b9\u9876\u3002<strong>Qwen3-TTS 1.7B<\/strong> \u52a0\u4e0a\u9ed8\u8ba4\u7684 LLM\uff0c\u5185\u5b58\u5cf0\u503c\u80fd\u5230 14GB \u4ee5\u4e0a\uff0c\u867d\u7136\u6ca1\u7206\uff0c\u4f46\u7cfb\u7edf\u5df2\u7ecf\u5f00\u59cbSwap\u4e86\u3002\u8fd9\u4e0d\u884c\uff0c\u5f97\u6311\u6a21\u578b\u3002<\/p>\n<h2>16GB \u5c0f\u4e3b\u673a\u7684\u7cbe\u7b80\u65b9\u6848<\/h2>\n<p>speech-to-speech \u7684\u6587\u6863\u7ed9\u4e86\u4e00\u5957 <strong>mac-optimal-settings<\/strong>\uff0c\u4f46\u90a3\u4e2a\u9884\u8bbe\u9002\u5408\u5185\u5b58\u5bbd\u88d5\u7684\u673a\u5b50\u300216GB \u9700\u8981\u66f4\u514b\u5236\u7684\u7ec4\u5408\u3002\u6211\u8bd5\u4e86\u51e0\u79cd\uff0c\u6700\u7ec8\u5b9a\u4e0b\u6765\uff1a<\/p>\n<ul>\n<li><strong>STT<\/strong>\uff1aParakeet TDT\uff08\u9ed8\u8ba4\u5c31\u5f88\u5feb\uff0c&lt;100ms \u6d41\u5f0f\u8bc6\u522b\uff0c25 \u79cd\u8bed\u8a00\uff09<\/li>\n<li><strong>LLM<\/strong>\uff1aQwen3-4B-Instruct bf16\uff08mlx-lm \u540e\u7aef\uff0c\u7ea6 8GB \u5cf0\u503c\u5185\u5b58\uff09<\/li>\n<li><strong>TTS<\/strong>\uff1aQwen3-TTS 6bit \u91cf\u5316\uff08mlx-audio\uff0c1.7B \u53c2\u6570\u538b\u5230\u7ea6 3GB\uff09<\/li>\n<li><strong>VAD<\/strong>\uff1aSilero VAD v5 + Smart Turn\uff08\u7aef\u70b9\u68c0\u6d4b\uff0c\u81ea\u52a8\u5224\u65ad\u4f60\u8bf4\u5b8c\u4e86\u6ca1\u6709\uff09<\/li>\n<\/ul>\n<p>\u52a0\u8d77\u6765\u5cf0\u503c\u5185\u5b58\u7ea6 10-12GB\uff0c16GB \u8bbe\u5907\u7559\u6709\u4f59\u91cf\u3002\u542f\u52a8\u547d\u4ee4\u6539\u6210\uff1a<\/p>\n<pre><code>speech-to-speech local \n    --mac-optimal-settings \n    --model_name mlx-community\/Qwen3-4B-Instruct-2507-bf16\n<\/code><\/pre>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"900\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-mac-config.png\" class=\"wp-image-694\" alt=\"s2s-mac-config\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-mac-config.png 1400w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-mac-config-300x193.png 300w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-mac-config-1024x658.png 1024w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-mac-config-768x494.png 768w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/p>\n<p>\u5b9e\u6d4b\u4e0b\u6765\uff0c\u4ece\u6211\u8bf4\u5b8c\u5230\u542c\u5230\u56de\u590d\uff0c\u5ef6\u8fdf\u5927\u7ea6 1.5-2 \u79d2\u3002\u6bd4\u4e0d\u4e0a\u4e91\u7aef API \u7684 300ms\uff0c\u4f46\u672c\u5730\u8dd1\u8fd9\u4e2a\u6210\u7ee9\uff0c\u6211\u5df2\u7ecf\u633a\u6ee1\u610f\u4e86\u3002Smart Turn \u7684\u8bdd\u8f6e\u68c0\u6d4b\u5f88\u51c6\uff0c\u6211\u8bf4\u5230\u4e00\u534a\u505c\u987f\u601d\u8003\uff0c\u5b83\u4e0d\u4f1a\u6025\u7740\u622a\u65ad\uff1b\u771f\u6b63\u8bf4\u5b8c\u4e86\uff0c\u5b83\u624d\u8d70\u540e\u7eed\u6d41\u7a0b\u3002<\/p>\n<h2>\u4e2d\u6587\u652f\u6301\u662f\u4e2a\u60ca\u559c<\/h2>\n<p>\u6211\u672c\u6765\u62c5\u5fc3\u5f00\u6e90\u8bed\u97f3\u9879\u76ee\u7684\u4e2d\u6587\u652f\u6301\u4f1a\u62c9\u80ef\uff0c\u4f46 speech-to-speech \u7ed9\u4e86\u597d\u51e0\u4e2a\u9009\u9879\u3002STT \u65b9\u9762\uff0cParaformer \u662f\u963f\u91cc FunASR \u7684\u6a21\u578b\uff0c\u9ed8\u8ba4\u9762\u5411\u4e2d\u6587\uff1bWhisper \u7684 MLX \u52a0\u901f\u7248\u4e5f\u80fd\u7528\u3002TTS \u65b9\u9762\uff0cQwen3-TTS \u81ea\u5e26\u591a\u8bed\u8a00\u81ea\u52a8\u68c0\u6d4b\uff0c\u4e2d\u6587\u81ea\u7136\u5ea6\u4e0d\u9519\uff1bChatTTS \u66f4\u4e13\u7cbe\u4e2d\u82f1\u53cc\u8bed\uff0c emotion \u63a7\u5236\u4e5f\u5f3a\u3002<\/p>\n<p>\u6211\u6700\u540e\u6ca1\u6362 ChatTTS\uff0c\u56e0\u4e3a Qwen3-TTS \u7684 6bit \u91cf\u5316\u5728 ARM \u4e0a\u66f4\u7701\u5185\u5b58\u3002\u4e2d\u6587\u6717\u8bfb\u5076\u5c14\u6709\u8f7b\u5fae\u673a\u5668\u611f\uff0c\u4f46\u6bd4\u65e9\u671f\u5f00\u6e90 TTS \u5f3a\u592a\u591a\u4e86\u3002\u53ef\u4ee5\u56fa\u5b9a\u7528\u4e2d\u6587\uff1a<\/p>\n<pre><code>speech-to-speech local --mac-optimal-settings --language zh\n<\/code><\/pre>\n<p>\u6216\u8005\u5f00\u81ea\u52a8\u68c0\u6d4b\uff0c\u4f60\u8bf4\u4e2d\u6587\u5b83\u56de\u4e2d\u6587\uff0c\u5207\u82f1\u6587\u5b83\u4e5f\u8ddf\u7740\u6362\u3002<\/p>\n<h2>\u51e0\u4e2a\u5b9e\u9645\u8e29\u7684\u5751<\/h2>\n<p>1. <strong>\u4f9d\u8d56\u51b2\u7a81<\/strong>\uff1aPocket TTS \u9700\u8981 numpy 2.x\uff0c\u4f46 DeepFilterNet\uff08VAD \u53ef\u9009\u97f3\u9891\u589e\u5f3a\uff09\u9501 numpy&lt;2\u3002\u5982\u679c\u4f60\u540c\u65f6\u88c5\u4e86\u4e24\u4e2a\uff0c\u4f1a\u70b8\u3002\u6211\u5e72\u8106\u5f03\u7528 DeepFilterNet\uff0c\u53cd\u6b63 Parakeet TDT \u7684\u8f93\u5165\u8d28\u91cf\u591f\u597d\u3002<\/p>\n<p>2. <strong>\u6a21\u578b\u4e0b\u8f7d<\/strong>\uff1a\u7b2c\u4e00\u6b21\u8dd1 mlx-lm \u548c Qwen3-TTS \u4f1a\u4ece Hugging Face \u62c9\u6a21\u578b\uff0cQwen3-4B bf16 \u7ea6 8GB\uff0cQwen3-TTS \u7ea6 3GB\u3002\u5bb6\u91cc\u5bbd\u5e26\u591f\u7684\u8bdd\uff0c\u51e0\u5206\u949f\u4e0b\u5b8c\u3002\u4f46\u5982\u679c\u7528\u6d41\u91cf\uff0c\u5f97\u7559\u610f\u3002<\/p>\n<p>3. <strong>\u6253\u65ad\u903b\u8f91<\/strong>\uff1a\u9ed8\u8ba4\u5f00\u542f\u6253\u65ad\uff0c\u4f60\u8bf4\u5230\u4e00\u534a\u53ef\u4ee5\u63d2\u5634\u8986\u76d6\u52a9\u624b\u56de\u590d\u3002\u4f46\u672c\u5730 LLM \u751f\u6210\u901f\u5ea6\u4e0d\u5982\u4e91\u7aef\uff0c\u6253\u65ad\u65f6\u5076\u5c14\u4f1a\u6b8b\u7559\u4e0a\u4e00\u4e2a\u56de\u590d\u7684\u51e0\u4e2a\u5b57\u3002Smart Turn \u7684 <code>--speculative_reopen_ms<\/code> \u53ef\u4ee5\u8c03\uff0c\u9ed8\u8ba4 800ms\uff0c\u6211\u6539\u6210\u4e86 500ms\uff0c\u54cd\u5e94\u66f4\u8ddf\u624b\u3002<\/p>\n<p>4. <strong>API \u517c\u5bb9\u6027<\/strong>\uff1aspeech-to-speech \u66b4\u9732\u7684\u662f OpenAI Realtime-compatible WebSocket API\u3002\u8fd9\u610f\u5473\u7740\u4efb\u4f55\u517c\u5bb9\u8fd9\u4e2a\u534f\u8bae\u7684\u5ba2\u6237\u7aef\u90fd\u80fd\u8fde\u2014\u2014\u4e0d\u53ea\u662f\u5b83\u81ea\u5e26\u7684 talk \u547d\u4ee4\uff0c\u4f60\u4e5f\u53ef\u4ee5\u81ea\u5df1\u5199\u4e2a\u7f51\u9875\u7248\uff0c\u6216\u8005\u63a5\u5230\u522b\u7684\u8bbe\u5907\u4e0a\u3002<\/p>\n<h2>\u6570\u636e\u7559\u5728\u672c\u5730\u7684\u611f\u89c9<\/h2>\n<p>\u5168\u7a0b\u8dd1\u4e0b\u6765\uff0c\u6700\u5927\u7684\u597d\u5904\u4e0d\u662f\u7701\u4e86\u8ba2\u9605\u8d39\uff0c\u800c\u662f\u5bf9\u8bdd\u5185\u5bb9\u5b8c\u5168\u4e0d\u51fa\u6211\u7684\u5c40\u57df\u7f51\u3002\u8bed\u97f3\u8f93\u5165\u3001\u6587\u5b57\u7406\u89e3\u3001\u8bed\u97f3\u8f93\u51fa\uff0c\u5168\u5728 16GB \u5c0f\u4e3b\u673a\u4e0a\u95ed\u73af\u3002\u5bf9\u4e8e\u5199\u4ee3\u7801\u65f6\u968f\u53e3\u95ee\u4e2a\u95ee\u9898\u3001\u67e5\u4e2a\u6587\u6863\u3001\u751a\u81f3\u53ea\u662f\u65e0\u804a\u5520\u4e24\u53e5\uff0c\u8fd9\u79cd\u201c\u65e0\u5fc3\u7406\u8d1f\u62c5\u201d\u7684\u4ea4\u4e92\u65b9\u5f0f\uff0c\u6211\u89c9\u5f97\u6bd4\u4e91\u7aef\u65b9\u6848\u66f4\u8212\u670d\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u5b83\u4e5f\u6709\u5929\u82b1\u677f\u30024B \u6a21\u578b\u7684\u667a\u5546\u548c 70B \u4e91\u7aef\u6a21\u578b\u6ca1\u6cd5\u6bd4\uff0c\u590d\u6742\u63a8\u7406\u548c\u4ee3\u7801\u751f\u6210\u8fd8\u662f\u5f31\u4e00\u4e9b\u3002\u5ef6\u8fdf 1.5 \u79d2 vs \u4e91\u7aef 300ms\uff0c\u5dee\u8ddd\u660e\u663e\u3002\u4f46\u5728\u201c\u65e5\u5e38\u5bf9\u8bdd+\u8f7b\u91cf\u95ee\u7b54\u201d\u8fd9\u4e2a\u573a\u666f\uff0c\u591f\u7528\u4e86\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"420\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-star-history.png\" class=\"wp-image-695\" alt=\"s2s-star-history\" srcset=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-star-history.png 800w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-star-history-300x158.png 300w, https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/08\/s2s-star-history-768x403.png 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/p>\n<p>\u8fd9\u4e2a\u9879\u76ee\u4ece 2024 \u5e74 8 \u6708\u521b\u5efa\u5230\u73b0\u5728\uff0c\u4e24\u5e74\u95f4 star \u6570\u6da8\u5230\u4e86\u4e00\u4e07\u591a\u3002\u6700\u8fd1\u5b83\u751a\u81f3\u6210\u4e86\u67d0\u673a\u5668\u4eba\u4ea7\u54c1\u7684\u751f\u4ea7\u5bf9\u8bdd\u540e\u7aef\u3002Apache 2.0 \u534f\u8bae\uff0c\u4ee3\u7801\u5168\u5f00\u6e90\uff0c\u6a21\u578b\u6743\u91cd\u4e5f\u80fd\u672c\u5730\u4e0b\u8f7d\u3002\u5982\u679c\u4f60\u4e5f\u5728\u627e\u4e00\u6761\u5b8c\u5168\u672c\u5730\u7684\u8bed\u97f3\u52a9\u624b\u8def\u7ebf\uff0c\u53ef\u4ee5\u770b\u770b\u5b83\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bed\u97f3\u52a9\u624b\u8fd9\u4ef6\u4e8b\uff0c\u6211\u5bf9\u4e91\u7aef\u65b9\u6848\u4e00\u76f4\u4e0d\u592a\u653e\u5fc3\u3002\u5012\u4e0d\u662f\u6015\u4ec0\u4e48\uff0c\u4e3b\u8981\u662f\u5bf9\u8bdd\u5185\u5bb9\u5168\u9001\u51fa\u53bb\uff0c\u5fc3\u91cc\u522b\u626d\u3002\u4e4b\u524d\u8bd5\u4e86\u51e0\u5bb6 API &#8230; <a title=\"\u4e0d\u7528\u8ba2\u9605\uff0c\u6211\u5728\u672c\u5730\u642d\u4e86\u4e00\u4e2a\u8bed\u97f3\u52a9\u624b\" class=\"read-more\" href=\"https:\/\/www.tantan.ink\/index.php\/2026\/08\/07\/%e4%b8%8d%e7%94%a8%e8%ae%a2%e9%98%85%ef%bc%8c%e6%88%91%e5%9c%a8%e6%9c%ac%e5%9c%b0%e6%90%ad%e4%ba%86%e4%b8%80%e4%b8%aa%e8%af%ad%e9%9f%b3%e5%8a%a9%e6%89%8b\/\" aria-label=\"\u9605\u8bfb \u4e0d\u7528\u8ba2\u9605\uff0c\u6211\u5728\u672c\u5730\u642d\u4e86\u4e00\u4e2a\u8bed\u97f3\u52a9\u624b\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":2,"featured_media":692,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,176],"tags":[],"class_list":["post-696","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-hands-on"],"_links":{"self":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/696","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/comments?post=696"}],"version-history":[{"count":1,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/696\/revisions"}],"predecessor-version":[{"id":697,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/696\/revisions\/697"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media\/692"}],"wp:attachment":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media?parent=696"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/categories?post=696"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/tags?post=696"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}