{"id":202,"date":"2026-07-05T20:05:01","date_gmt":"2026-07-05T12:05:01","guid":{"rendered":"http:\/\/www.tantan.ink\/index.php\/2026\/07\/05\/higgs-tts-3-open-source-conversational-voice-ai\/"},"modified":"2026-07-09T19:30:33","modified_gmt":"2026-07-09T11:30:33","slug":"higgs-tts-3-open-source-conversational-voice-ai","status":"publish","type":"post","link":"https:\/\/www.tantan.ink\/index.php\/2026\/07\/05\/higgs-tts-3-open-source-conversational-voice-ai\/","title":{"rendered":"Higgs TTS 3\uff1a\u5f00\u6e90\u5bf9\u8bdd\u8bed\u97f3\u6a21\u578b\uff0c100+ \u8bed\u8a00\u514b\u9686"},"content":{"rendered":"<p>\u8bed\u97f3 AI \u6700\u8fd1\u53c8\u8fdb\u4e86\u4e00\u6b65\u3002\u674e\u6c90\u535a\u58eb\u521b\u529e\u7684 Boson AI \u5728\u4eca\u5e74 6 \u6708\u653e\u51fa\u4e86 <a href=\"https:\/\/huggingface.co\/bosonai\/higgs-tts-3-4b\">Higgs TTS 3<\/a>\uff0c\u4e00\u4e2a\u5f00\u6e90\u7684\u5bf9\u8bdd\u8bed\u97f3\u5408\u6210\u6a21\u578b\u3002\u5b83\u4e0d\u662f\u4f20\u7edf\u610f\u4e49\u4e0a&#8221;\u628a\u6587\u5b57\u5ff5\u51fa\u6765&#8221;\u7684 TTS\uff0c\u800c\u662f\u4e3a\u8bed\u97f3\u52a9\u624b\u548c\u5b9e\u65f6\u5bf9\u8bdd\u573a\u666f\u8bbe\u8ba1\u7684\uff1a\u4f1a\u505c\u987f\u3001\u4f1a\u5e26\u60c5\u7eea\u3001\u4f1a\u6a21\u4eff\u58f0\u97f3\uff0c\u8fd8\u80fd\u5728\u8bf4\u8bdd\u8fc7\u7a0b\u4e2d\u63d2\u5165\u7b11\u58f0\u3001\u53f9\u6c14\u7b49\u97f3\u6548\u3002<\/p>\n<p>\u5bf9\u4e8e\u5173\u6ce8\u672c\u5730 AI\u3001\u81ea\u6258\u7ba1\u548c\u8bed\u97f3\u5e94\u7528\u7684\u4eba\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u503c\u5f97\u770b\u770b\u7684\u9879\u76ee\u3002\u6743\u91cd\u5df2\u7ecf\u653e\u5728 Hugging Face \u4e0a\uff0c\u6a21\u578b\u53ef\u4ee5\u7528 SGLang-Omni \u6216 vLLM-Omni \u5728\u672c\u5730\u8dd1\u8d77\u6765\uff0c\u4e5f\u63d0\u4f9b\u4e86 OpenAI \u517c\u5bb9\u7684 Boson API \u4f9b\u5feb\u901f\u4f53\u9a8c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/07\/higgs-tts-3-blog.png\" alt=\"Boson AI \u5b98\u65b9\u535a\u5ba2\u5bf9 Higgs TTS 3 \u7684\u4ecb\u7ecd\" \/><\/p>\n<blockquote>\n<p>\u9879\u76ee\u5730\u5740\uff1a<a href=\"https:\/\/huggingface.co\/bosonai\/higgs-tts-3-4b\">https:\/\/huggingface.co\/bosonai\/higgs-tts-3-4b<\/a><br \/>\n\u5f00\u6e90\u6743\u91cd\uff1aHugging Face\uff08bosonai\/higgs-tts-3-4b\uff09<br \/>\nServing \u65b9\u6848\uff1aSGLang-Omni \/ vLLM-Omni \/ Boson AI API<br \/>\n\u8bb8\u53ef\u8bc1\uff1aBoson Higgs TTS 3 Research and Non-Commercial License\uff08\u7814\u7a76\u53ca\u975e\u5546\u4e1a\u7528\u9014\uff09<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u5b83\u5230\u5e95\u6709\u4ec0\u4e48\u4e0d\u4e00\u6837\uff1f<\/h2>\n<p>\u5e02\u9762\u4e0a\u5f00\u6e90 TTS \u5df2\u7ecf\u4e0d\u5c11\u4e86\uff0c\u6bd4\u5982 Kokoro\u3001F5-TTS\u3001GPT-SoVITS \u7b49\u3002Higgs TTS 3 \u7684\u5b9a\u4f4d\u4e0d\u662f&#8221;\u6717\u8bfb\u4e00\u6bb5\u6587\u5b57&#8221;\uff0c\u800c\u662f<strong>\u8ba9 AI \u5728\u5bf9\u8bdd\u573a\u666f\u91cc\u8bf4\u8bdd<\/strong>\u3002\u5b98\u65b9\u535a\u5ba2\u7684\u539f\u8bdd\u662f\uff1a&#8221;it speaks, not just reads&#8221;\u3002<\/p>\n<p>\u8fd9\u5e26\u6765\u51e0\u4e2a\u5173\u952e\u533a\u522b\uff1a<\/p>\n<ul>\n<li><strong>\u5bf9\u8bdd\u5f0f\u8282\u594f<\/strong>\uff1a\u751f\u6210\u7684\u8bed\u97f3\u4e0d\u662f\u5747\u5300\u7684\u64ad\u62a5\u8154\uff0c\u66f4\u50cf\u771f\u4eba\u8bf4\u8bdd\uff0c\u6709\u81ea\u7136\u7684\u505c\u987f\u3001\u5f3a\u8c03\u548c\u8bed\u6c14\u53d8\u5316\u3002<\/li>\n<li><strong>\u5185\u8054\u63a7\u5236<\/strong>\uff1a\u4f60\u53ef\u4ee5\u76f4\u63a5\u5728\u6587\u672c\u91cc\u63d2\u5165 <code>&lt;|emotion:enthusiasm|&gt;<\/code>\u3001<code>&lt;|prosody:pause|&gt;<\/code>\u3001<code>&lt;|sfx:laughter|&gt;<\/code> \u8fd9\u7c7b\u6807\u7b7e\uff0c\u5b9e\u65f6\u63a7\u5236\u60c5\u7eea\u3001\u8bed\u901f\u3001\u505c\u987f\u548c\u97f3\u6548\u3002<\/li>\n<li><strong>\u96f6\u6837\u672c\u514b\u9686<\/strong>\uff1a\u7ed9\u4e00\u6bb5\u51e0\u79d2\u949f\u7684\u53c2\u8003\u97f3\u9891\u548c\u5bf9\u5e94\u6587\u672c\uff0c\u5c31\u80fd\u8ba9\u6a21\u578b\u7528\u90a3\u4e2a\u58f0\u97f3\u8bf4\u8bdd\uff0c\u4e0d\u9700\u8981\u4e13\u95e8\u8bad\u7ec3\u3002<\/li>\n<li><strong>\u6d41\u5f0f\u8f93\u51fa<\/strong>\uff1a\u652f\u6301\u4f4e\u5ef6\u8fdf\u6d41\u5f0f TTS\uff0c\u9002\u5408\u8bed\u97f3\u52a9\u624b\u548c\u5b9e\u65f6\u5bf9\u8bdd\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00<\/strong>\uff1a\u5b98\u65b9\u79f0\u652f\u6301 100+ \u8bed\u8a00\uff0c\u5176\u4e2d 85 \u79cd\u8bed\u8a00\u8fbe\u5230 WER\/CER \u4f4e\u4e8e 5% \u7684\u751f\u4ea7\u7ea7\u6c34\u5e73\uff0c\u4e2d\u6587\u4e5f\u5728\u7b2c\u4e00\u6863\u3002<\/li>\n<\/ul>\n<p>\u6362\u53e5\u8bdd\u8bf4\uff0c\u5982\u679c\u4f60\u53ea\u662f\u60f3\u7ed9\u4e00\u6bb5\u957f\u6587\u5b57\u914d\u4e2a\u6717\u8bfb\u97f3\uff0cHiggs TTS 3 \u6709\u70b9\u5927\u6750\u5c0f\u7528\uff1b\u4f46\u5982\u679c\u4f60\u5728\u505a\u8bed\u97f3 Agent\u3001\u64ad\u5ba2\u591a\u89d2\u8272\u914d\u97f3\u3001\u6216\u8005\u6709\u5b9e\u65f6\u5bf9\u8bdd\u9700\u6c42\uff0c\u5b83\u7684\u8bbe\u8ba1\u65b9\u5411\u4f1a\u6bd4\u8f83\u5bf9\u80c3\u53e3\u3002<\/p>\n<hr \/>\n<h2>\u6a21\u578b\u548c\u6388\u6743<\/h2>\n<p>Higgs TTS 3 \u7684\u67b6\u6784\u5728\u5b98\u65b9\u535a\u5ba2\u548c SGLang-Omni \u7684 cookbook \u91cc\u6709\u8bf4\u660e\uff1a\u5b83\u91c7\u7528\u81ea\u56de\u5f52\u89e3\u7801\u5668\uff0c\u6587\u672c\u548c\u97f3\u9891 token \u4ea4\u9519\u8f93\u5165\uff0c\u97f3\u9891\u7531 Higgs Tokenizer \u7f16\u7801\u6210 8 \u4e2a codebook\u300125 fps\uff0c\u518d\u901a\u8fc7 delay pattern \u548c multi-codebook fused embedding \u9001\u5165 backbone\uff0c\u6700\u540e\u89e3\u7801\u56de\u6ce2\u5f62\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/07\/higgs-tts-3-sglang.png\" alt=\"SGLang-Omni \u6587\u6863\u4e2d\u7684 Higgs TTS 3 \u67b6\u6784\u56fe\" \/><\/p>\n<p>\u5177\u4f53\u53c2\u6570\u65b9\u9762\uff0c\u5b98\u65b9\u535a\u5ba2\u79f0 backbone \u662f\u7ea6 4B \u53c2\u6570\uff0836 \u5c42\u3001hidden 2560\u3001GQA 32\/8\uff09\uff1bHugging Face \u6a21\u578b\u5361\u4e0a\u540c\u65f6\u6807\u79f0 Model size 5B params\u3002\u4e0a\u4e0b\u6587\u957f\u5ea6 8192 token\uff0c\u91c7\u6837\u7387 24 kHz\u3002<\/p>\n<blockquote>\n<p><strong>\u6388\u6743\u8981\u91cd\u70b9\u6ce8\u610f<\/strong>\uff1aHiggs TTS 3 \u91c7\u7528 Boson Higgs TTS 3 Research and Non-Commercial License\uff0c\u4ec5\u4f9b\u7814\u7a76\u548c\u975e\u5546\u4e1a\u4f7f\u7528\u3002\u5982\u679c\u8981\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3001\u6258\u7ba1 API \u6216\u4efb\u4f55\u4ea7\u751f\u6536\u5165\u7684\u573a\u666f\uff0c\u9700\u8981\u5355\u72ec\u8d2d\u4e70\u5546\u4e1a\u6388\u6743\u3002\u540c\u65f6\u7981\u6b62\u5728\u672a\u7ecf\u540c\u610f\u7684\u60c5\u51b5\u4e0b\u514b\u9686\u4ed6\u4eba\u58f0\u97f3\u3001\u7528\u4e8e\u5192\u5145\u3001\u6b3a\u8bc8\u6216\u9009\u4e3e\u8bef\u5bfc\u7b49\u3002<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u4e09\u79cd\u4f7f\u7528\u65b9\u5f0f<\/h2>\n<h3>\u65b9\u5f0f\u4e00\uff1aBoson AI API\uff08\u6700\u5feb\uff0c\u96f6\u90e8\u7f72\uff09<\/h3>\n<p>\u5982\u679c\u4f60\u53ea\u662f\u60f3\u542c\u542c\u6548\u679c\uff0c\u6216\u8005\u5728\u5e94\u7528\u91cc\u5148\u63a5\u5165\u8bd5\u8bd5\uff0cBoson \u63d0\u4f9b\u4e86 OpenAI \u517c\u5bb9\u7684 API\u3002\u5f53\u524d\u5904\u4e8e\u516c\u5f00\u9884\u89c8\u9636\u6bb5\uff0c\u514d\u8d39\u4f46\u6709\u901f\u7387\u9650\u5236\u3002<\/p>\n<p>\u5148\u53bb <a href=\"https:\/\/boson.ai\/workspace\">Boson Workspace<\/a> \u6ce8\u518c\u5e76\u83b7\u53d6 API Key\uff0c\u7136\u540e\u5c31\u80fd\u7528 curl \u8c03\u7528\uff1a<\/p>\n<pre><code class=\"language-bash\">export BOSON_API_KEY=bai-xxxx\n\ncurl https:\/\/api.boson.ai\/v1\/audio\/speech \n  -H \"Authorization: Bearer $BOSON_API_KEY\" \n  -H \"Content-Type: application\/json\" \n  -d '{\n    \"model\": \"higgs-tts-3\",\n    \"input\": \"Hello, this is a test.\"\n  }' \n  --output out.mp3\n<\/code><\/pre>\n<p>\u652f\u6301\u9884\u8bbe\u97f3\u8272\uff08\u5982 <code>jake<\/code>\uff09\u3001\u53c2\u8003\u97f3\u9891\u514b\u9686\u3001\u6d41\u5f0f\u8f93\u51fa\uff0c\u4ee5\u53ca\u548c\u672c\u5730\u6a21\u578b\u4e00\u6837\u7684\u5185\u8054\u63a7\u5236\u6807\u7b7e\u3002API \u6587\u6863\u5728 <a href=\"https:\/\/docs.boson.ai\/models\/higgs-tts\/overview\">docs.boson.ai\/models\/higgs-tts\/overview<\/a>\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.tantan.ink\/wp-content\/uploads\/2026\/07\/higgs-tts-3-docs.png\" alt=\"Boson AI \u5b98\u65b9 API \u6587\u6863\u4e2d\u7684 Higgs TTS 3 \u529f\u80fd\u8bf4\u660e\" \/><\/p>\n<h3>\u65b9\u5f0f\u4e8c\uff1aSGLang-Omni \u672c\u5730\u90e8\u7f72\uff08GPU \u63a8\u8350\uff09<\/h3>\n<p>\u5982\u679c\u60f3\u81ea\u5df1\u6258\u7ba1\uff0c\u5b98\u65b9\u63a8\u8350\u7528 SGLang-Omni\u3002\u5b83\u9488\u5bf9\u591a codebook \u89e3\u7801\u505a\u4e86\u8fde\u7eed\u6279\u5904\u7406\u4f18\u5316\uff0c\u5e76\u66b4\u9732\u548c OpenAI \u517c\u5bb9\u7684 <code>\/v1\/audio\/speech<\/code> \u7aef\u70b9\u3002<\/p>\n<p>\u6309 <a href=\"https:\/\/sgl-project.github.io\/sglang-omni\/cookbook\/higgs_tts.html\">SGLang-Omni Higgs TTS cookbook<\/a> \u7684\u6b65\u9aa4\uff0c\u5927\u81f4\u6d41\u7a0b\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-bash\"># \u62c9\u53d6\u955c\u50cf\u5e76\u542f\u52a8\u5bb9\u5668\ndocker pull lmsysorg\/sglang-omni:dev\ndocker run -it --gpus all --shm-size 32g --ipc host --network host --privileged \n  lmsysorg\/sglang-omni:dev \/bin\/zsh\n\n# \u5728\u5bb9\u5668\u91cc\u5b89\u88c5 sglang-omni\ngit clone https:\/\/github.com\/sgl-project\/sglang-omni.git &amp;&amp; cd sglang-omni\nuv venv .venv -p 3.12 &amp;&amp; source .venv\/bin\/activate\nuv pip install -v -e .\n\n# \u4e0b\u8f7d\u6a21\u578b\u6743\u91cd\nexport HF_TOKEN=hf_xxxxxxxxxxxxxxxx\nhf download bosonai\/higgs-tts-3-4b\n\n# \u542f\u52a8\u670d\u52a1\nsgl-omni serve \n  --model-path bosonai\/higgs-tts-3-4b \n  --port 8000\n<\/code><\/pre>\n<p>\u542f\u52a8\u540e\u5373\u53ef\u901a\u8fc7 HTTP \u8bf7\u6c42\u5408\u6210\u8bed\u97f3\uff1a<\/p>\n<pre><code class=\"language-bash\">curl -X POST http:\/\/localhost:8000\/v1\/audio\/speech \n  -H \"Content-Type: application\/json\" \n  -d '{\"input\": \"Hello, how are you?\"}' \n  --output output.wav\n<\/code><\/pre>\n<p>\u96f6\u6837\u672c\u514b\u9686\u9700\u8981\u4e0a\u4f20\u53c2\u8003\u97f3\u9891\u548c\u5bf9\u5e94\u6587\u672c\uff1a<\/p>\n<pre><code class=\"language-python\">import requests\n\nresp = requests.post(\n    \"http:\/\/localhost:8000\/v1\/audio\/speech\",\n    json={\n        \"input\": \"Have a nice day and enjoy the sunshine.\",\n        \"references\": [{\n            \"audio_path\": \"ref.wav\",\n            \"text\": \"Hey, this is my reference voice. Let's make something that sounds human.\",\n        }],\n        \"temperature\": 0.8,\n        \"top_k\": 50,\n        \"max_new_tokens\": 1024,\n    },\n)\nwith open(\"output.wav\", \"wb\") as f:\n    f.write(resp.content)\n<\/code><\/pre>\n<h3>\u65b9\u5f0f\u4e09\uff1avLLM-Omni<\/h3>\n<p>\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u7528 vLLM \u751f\u6001\uff0c\u4e5f\u53ef\u4ee5\u7528 vLLM-Omni \u90e8\u7f72\uff0c\u547d\u4ee4\u548c SGLang-Omni \u7c7b\u4f3c\uff1a<\/p>\n<pre><code class=\"language-bash\">hf download bosonai\/higgs-tts-3-4b\n\nvllm-omni serve bosonai\/higgs-tts-3-4b \n  --host 0.0.0.0 --port 8095 \n  --trust-remote-code --omni\n<\/code><\/pre>\n<p>\u8be6\u7ec6\u7528\u6cd5\u53c2\u8003 vLLM-Omni \u7684 <a href=\"https:\/\/github.com\/vllm-project\/vllm-omni\/blob\/main\/recipes\/BosonAI\/Higgs-Audio-V3-TTS.md\">Higgs TTS 3 recipe<\/a>\u3002<\/p>\n<hr \/>\n<h2>\u5185\u8054\u63a7\u5236\u6807\u7b7e\u600e\u4e48\u5199\uff1f<\/h2>\n<p>Higgs TTS 3 \u7684\u4e00\u4e2a\u4eae\u70b9\u662f\u53ef\u4ee5\u5728\u6587\u672c\u91cc\u76f4\u63a5\u63a7\u5236\u58f0\u97f3\u3002\u6807\u7b7e\u683c\u5f0f\u7edf\u4e00\u4e3a <code>&lt;|category:value|&gt;<\/code>\uff0c\u5e38\u89c1\u7c7b\u522b\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u60c5\u7eea<\/strong>\uff1a<code>&lt;|emotion:enthusiasm|&gt;<\/code>\u3001<code>&lt;|emotion:amusement|&gt;<\/code>\u3001<code>&lt;|emotion:contentment|&gt;<\/code> \u7b49 20 \u591a\u79cd\u3002<\/li>\n<li><strong>\u98ce\u683c<\/strong>\uff1a<code>&lt;|style:singing|&gt;<\/code>\u3001<code>&lt;|style:shouting|&gt;<\/code>\u3001<code>&lt;|style:whispering|&gt;<\/code>\u3002<\/li>\n<li><strong>\u97f5\u5f8b<\/strong>\uff1a<code>&lt;|prosody:speed_slow|&gt;<\/code>\u3001<code>&lt;|prosody:pitch_high|&gt;<\/code>\u3001<code>&lt;|prosody:pause|&gt;<\/code>\u3001<code>&lt;|prosody:long_pause|&gt;<\/code>\u3002<\/li>\n<li><strong>\u97f3\u6548<\/strong>\uff1a<code>&lt;|sfx:laughter|&gt;<\/code>\u3001<code>&lt;|sfx:sigh|&gt;<\/code>\u3001<code>&lt;|sfx:cough|&gt;<\/code> \u7b49\uff0c\u9700\u8981\u7d27\u8ddf\u62df\u58f0\u8bcd\uff0c\u5982 <code>&lt;|sfx:laughter|&gt;Haha<\/code>\u3002<\/li>\n<\/ul>\n<p>\u5b98\u65b9\u5efa\u8bae\u7684\u89c4\u5219\u662f\uff1a<\/p>\n<ol>\n<li>\u60c5\u7eea\u3001\u98ce\u683c\u548c\u6574\u4f53\u97f5\u5f8b\uff08speed \/ pitch \/ expressive\uff09\u6807\u7b7e\u653e\u5728\u53e5\u9996\uff0c\u5f71\u54cd\u6574\u53e5\u8bdd\u3002<\/li>\n<li>\u505c\u987f\u3001\u97f3\u6548\u7b49\u4f4d\u7f6e\u76f8\u5173\u6807\u7b7e\u653e\u5728\u9700\u8981\u751f\u6548\u7684\u5730\u65b9\u3002<\/li>\n<li>\u6bcf\u4e2a <code>&lt;|sfx:...|&gt;<\/code> \u5fc5\u987b\u642d\u914d\u5bf9\u5e94\u7684\u62df\u58f0\u8bcd\uff0c\u4f8b\u5982 <code>&lt;|sfx:sneeze|&gt;Achoo<\/code>\u3002<\/li>\n<\/ol>\n<p>\u793a\u4f8b\uff1a<\/p>\n<pre><code class=\"language-bash\">curl -X POST http:\/\/localhost:8000\/v1\/audio\/speech \n  -H \"Content-Type: application\/json\" \n  -d '{\"input\": \"&lt;|emotion:amusement|&gt;&lt;|prosody:expressive_high|&gt;Wait, that was kind of hilarious. &lt;|sfx:laughter|&gt;Hehe, no, seriously.\"}' \n  --output output.wav\n<\/code><\/pre>\n<p>\u8fd9\u79cd\u8bbe\u8ba1\u8ba9\u8bed\u97f3\u5408\u6210\u4e0d\u518d\u53ea\u662f&#8221;\u6587\u672c\u8fdb\u3001\u97f3\u9891\u51fa&#8221;\uff0c\u800c\u662f\u53ef\u4ee5\u50cf\u5199 prompt \u4e00\u6837\u63a7\u5236\u58f0\u97f3\u8868\u73b0\u3002<\/p>\n<hr \/>\n<h2>\u6709\u4ec0\u4e48\u5751\uff1f<\/h2>\n<ol>\n<li><strong>\u6388\u6743\u662f\u7814\u7a76\/\u975e\u5546\u4e1a<\/strong>\uff1a\u4e0d\u8981\u770b\u5230&#8221;\u5f00\u6e90&#8221;\u5c31\u9ed8\u8ba4\u80fd\u5546\u7528\u3002Higgs TTS 3 \u7684 license \u660e\u786e\u9650\u5236\u7814\u7a76\u53ca\u975e\u5546\u4e1a\u7528\u9014\uff0c\u5546\u4e1a\u9700\u8981\u989d\u5916\u6388\u6743\u3002<\/li>\n<li><strong>\u9700\u8981\u8f83\u5927\u663e\u5b58<\/strong>\uff1a4B~5B \u53c2\u6570\u7684\u6a21\u578b\u52a0\u591a codebook \u89e3\u7801\uff0c\u63a8\u8350\u7528 CUDA GPU\u3002SGLang-Omni \u7684\u793a\u4f8b\u751a\u81f3\u8981\u6c42 <code>--shm-size 32g<\/code>\uff0c\u666e\u901a\u5bb6\u5ead NAS \u6216 16GB \u5185\u5b58\u7684 Mac \u57fa\u672c\u8dd1\u4e0d\u52a8\u3002Apple Silicon \u4e0a MPS \u652f\u6301\u6709\u9650\uff0c\u89e3\u7801\u65f6\u90e8\u5206\u64cd\u4f5c\u4f1a\u56de\u9000\u5230 CPU\u3002<\/li>\n<li><strong>\u514b\u9686\u58f0\u97f3\u9700\u8981\u53c2\u8003\u6587\u672c<\/strong>\uff1a\u96f6\u6837\u672c\u514b\u9686\u65f6\uff0c\u63d0\u4f9b\u53c2\u8003\u97f3\u9891\u7684\u5bf9\u5e94\u6587\u672c\uff08<code>ref_text<\/code>\uff09\u80fd\u660e\u663e\u63d0\u5347\u514b\u9686\u8d28\u91cf\u3002\u4e0d\u8981\u53ea\u7ed9\u97f3\u9891\u4e0d\u7ed9\u6587\u672c\u3002<\/li>\n<li><strong>\u63a7\u5236\u6807\u7b7e\u4f4d\u7f6e\u6709\u8bb2\u7a76<\/strong>\uff1a\u5168\u5c40\u6807\u7b7e\u8981\u653e\u53e5\u9996\uff0c\u4f4d\u7f6e\u6807\u7b7e\u653e inline\u3002\u4e71\u7528\u53ef\u80fd\u5bfc\u81f4\u6548\u679c\u4e0d\u7a33\u5b9a\u6216\u4e0d\u7b26\u5408\u9884\u671f\u3002<\/li>\n<li><strong>API \u662f\u516c\u5f00\u9884\u89c8\uff0c\u6709\u901f\u7387\u9650\u5236<\/strong>\uff1aBoson API \u76ee\u524d\u662f\u514d\u8d39\u7684\uff0c\u4f46\u9650\u5236\u8bf7\u6c42\u9891\u7387\uff0c\u4e0d\u9002\u5408\u5927\u89c4\u6a21\u751f\u4ea7\u8d1f\u8f7d\u3002<\/li>\n<li><strong>\u9053\u5fb7\u548c\u6cd5\u5f8b\u98ce\u9669<\/strong>\uff1a\u4e0d\u8981\u514b\u9686\u672a\u7ecf\u6388\u6743\u7684\u4eba\u58f0\u3002Boson \u5728 license \u91cc\u660e\u786e\u7981\u6b62\u7528\u4e8e\u5192\u5145\u3001\u6b3a\u8bc8\u3001\u9009\u4e3e\u8bef\u5bfc\u7b49\u3002<\/li>\n<\/ol>\n<hr \/>\n<h2>\u9002\u5408\u8c01\uff1f<\/h2>\n<p>Higgs TTS 3 \u7684\u76ee\u6807\u573a\u666f\u6bd4\u8f83\u660e\u786e\uff1a<\/p>\n<ul>\n<li><strong>\u8bed\u97f3 Agent \/ \u5bf9\u8bdd\u673a\u5668\u4eba<\/strong>\uff1a\u9700\u8981\u4f4e\u5ef6\u8fdf\u3001\u5e26\u60c5\u7eea\u7684\u5bf9\u8bdd\u5f0f\u8bed\u97f3\u8f93\u51fa\u3002<\/li>\n<li><strong>\u591a\u8bed\u8a00\u5185\u5bb9<\/strong>\uff1a\u5bf9\u4e2d\u6587\u3001\u82f1\u8bed\u4ee5\u5916\u7684\u8bed\u8a00\u652f\u6301\u8f83\u597d\uff0c\u9002\u5408\u505a\u591a\u8bed\u8a00\u8bed\u97f3\u5e94\u7528\u3002<\/li>\n<li><strong>\u672c\u5730\u8bed\u97f3\u5408\u6210<\/strong>\uff1a\u6709 GPU \u8d44\u6e90\u3001\u60f3\u81ea\u6258\u7ba1 TTS \u7684\u56e2\u961f\u3002<\/li>\n<li><strong>\u8bed\u97f3\u7814\u7a76\u548c\u5b9e\u9a8c<\/strong>\uff1a\u60f3\u7814\u7a76\u5bf9\u8bdd\u5f0f TTS\u3001\u58f0\u97f3\u514b\u9686\u3001\u60c5\u611f\u63a7\u5236\u7684\u5f00\u53d1\u8005\u3002<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u53ea\u662f\u60f3\u7ed9\u4e00\u7bc7\u6587\u7ae0\u914d\u97f3\u3001\u6216\u8005\u5728\u5bb6\u91cc NAS \u4e0a\u8dd1\u4e00\u4e2a\u8f7b\u91cf TTS\uff0cKokoro \u6216 F5-TTS \u53ef\u80fd\u66f4\u7701\u8d44\u6e90\uff1b\u4f46\u5982\u679c\u4f60\u60f3\u505a\u7684\u662f\u4e00\u4e2a&#8221;\u4f1a\u8bf4\u8bdd&#8221;\u7684 AI\uff0cHiggs TTS 3 \u503c\u5f97\u6301\u7eed\u5173\u6ce8\u3002<\/p>\n<hr \/>\n<h2>\u603b\u7ed3<\/h2>\n<p>Higgs TTS 3 \u662f Boson AI \u5728\u5bf9\u8bdd\u5f0f\u8bed\u97f3\u5408\u6210\u65b9\u5411\u7684\u4e00\u6b21\u91cd\u8981\u5f00\u6e90\u3002\u5b83\u4e0d\u662f\u4f20\u7edf TTS \u7684&#8221;\u6717\u8bfb\u5668&#8221;\uff0c\u800c\u662f\u8ba9\u6a21\u578b\u8f93\u51fa\u7684\u6587\u672c\u53d8\u6210\u6709\u60c5\u7eea\u3001\u6709\u8282\u594f\u3001\u80fd\u514b\u9686\u58f0\u97f3\u7684&#8221;\u771f\u4eba\u8bf4\u8bdd&#8221;\u3002100+ \u8bed\u8a00\u652f\u6301\u3001\u96f6\u6837\u672c\u514b\u9686\u3001\u5185\u8054\u63a7\u5236\u6807\u7b7e\u3001\u6d41\u5f0f\u8f93\u51fa\uff0c\u8fd9\u4e9b\u7279\u6027\u8ba9\u5b83\u5728\u8bed\u97f3 Agent \u548c\u591a\u8bed\u8a00\u573a\u666f\u4e2d\u5f88\u6709\u7ade\u4e89\u529b\u3002<\/p>\n<p>\u672c\u5730\u90e8\u7f72\u9700\u8981 GPU \u548c\u8db3\u591f\u663e\u5b58\uff0c\u5feb\u901f\u4f53\u9a8c\u53ef\u4ee5\u7528 Boson API\u3002\u4f7f\u7528\u524d\u52a1\u5fc5\u6ce8\u610f\u5b83\u7684\u975e\u5546\u4e1a\u6388\u6743\uff0c\u4ee5\u53ca\u58f0\u97f3\u514b\u9686\u7684\u4f26\u7406\u8fb9\u754c\u3002<\/p>\n<p>\u9879\u76ee\u94fe\u63a5\u518d\u8d34\u4e00\u904d\uff1a<\/p>\n<ul>\n<li>Hugging Face \u6a21\u578b\uff1a<a href=\"https:\/\/huggingface.co\/bosonai\/higgs-tts-3-4b\">bosonai\/higgs-tts-3-4b<\/a><\/li>\n<li>\u5b98\u65b9\u535a\u5ba2\uff1a<a href=\"https:\/\/www.boson.ai\/blog\/higgs-tts-3\">Higgs TTS 3: Beyond Reading, Toward Real Speech for Voice AI<\/a><\/li>\n<li>API \u6587\u6863\uff1a<a href=\"https:\/\/docs.boson.ai\/models\/higgs-tts\/overview\">docs.boson.ai\/models\/higgs-tts\/overview<\/a><\/li>\n<li>\u672c\u5730\u90e8\u7f72\u6307\u5357\uff1a<a href=\"https:\/\/sgl-project.github.io\/sglang-omni\/cookbook\/higgs_tts.html\">SGLang-Omni Higgs TTS cookbook<\/a><\/li>\n<\/ul>\n<p><em>\u622a\u56fe\u6765\u6e90\uff1aBoson AI \u5b98\u65b9\u535a\u5ba2\u3001Boson API \u6587\u6863\u3001SGLang-Omni \u6587\u6863\u3001Hugging Face \u6a21\u578b\u5361<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bed\u97f3 AI \u6700\u8fd1\u53c8\u8fdb\u4e86\u4e00\u6b65\u3002\u674e\u6c90\u535a\u58eb\u521b\u529e\u7684 Boson AI \u5728\u4eca\u5e74 6 \u6708\u653e\u51fa\u4e86 Higgs TTS 3\uff0c\u4e00 &#8230; <a title=\"Higgs TTS 3\uff1a\u5f00\u6e90\u5bf9\u8bdd\u8bed\u97f3\u6a21\u578b\uff0c100+ \u8bed\u8a00\u514b\u9686\" class=\"read-more\" href=\"https:\/\/www.tantan.ink\/index.php\/2026\/07\/05\/higgs-tts-3-open-source-conversational-voice-ai\/\" aria-label=\"\u9605\u8bfb Higgs TTS 3\uff1a\u5f00\u6e90\u5bf9\u8bdd\u8bed\u97f3\u6a21\u578b\uff0c100+ \u8bed\u8a00\u514b\u9686\">\u9605\u8bfb\u66f4\u591a<\/a><\/p>\n","protected":false},"author":2,"featured_media":209,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[130,129,134,132,136,5,16,131,133,135],"class_list":["post-202","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","tag-boson-ai","tag-higgs-tts-3","tag-sglang","tag-tts","tag-136","tag-ai","tag-16","tag-131","tag-133"],"_links":{"self":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/202","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=202"}],"version-history":[{"count":1,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/202\/revisions"}],"predecessor-version":[{"id":290,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/posts\/202\/revisions\/290"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media\/209"}],"wp:attachment":[{"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/media?parent=202"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/categories?post=202"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tantan.ink\/index.php\/wp-json\/wp\/v2\/tags?post=202"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}