{"id":30481,"date":"2025-04-13T13:41:42","date_gmt":"2025-04-13T05:41:42","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=30481"},"modified":"2025-04-13T13:41:42","modified_gmt":"2025-04-13T05:41:42","slug":"realtime-transcription-fastrtc","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/pt\/realtime-transcription-fastrtc\/","title":{"rendered":"\u5b9e\u65f6\u8bed\u97f3\u8f6c\u6587\u5b57\u7684\u5f00\u6e90\u5de5\u5177"},"content":{"rendered":"<p>realtime-transcription-fastrtc \u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u5c06\u8bed\u97f3\u5b9e\u65f6\u8f6c\u6362\u4e3a\u6587\u5b57\u3002\u5b83\u5229\u7528 FastRTC \u6280\u672f\u5904\u7406\u4f4e\u5ef6\u8fdf\u97f3\u9891\u6d41\uff0c\u7ed3\u5408\u672c\u5730 <a href=\"https:\/\/www.kdjingpai.com\/ja\/crisperwhisper\/\">Whisper<\/a> \u6a21\u578b\u5b9e\u73b0\u9ad8\u6548\u7684\u8bed\u97f3\u8bc6\u522b\u3002\u9879\u76ee\u7531\u5f00\u53d1\u8005 sofi444 \u7ef4\u62a4\uff0c\u6258\u7ba1\u5728 GitHub\uff0c\u4ee3\u7801\u5b8c\u5168\u5f00\u653e\uff0c\u5141\u8bb8\u7528\u6237\u81ea\u7531\u4fee\u6539\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u6d4f\u89c8\u5668\u6216\u672c\u5730\u90e8\u7f72\u4f7f\u7528\uff0c\u754c\u9762\u652f\u6301 Gradio \u548c FastAPI \u4e24\u79cd\u6a21\u5f0f\uff0c\u64cd\u4f5c\u7b80\u5355\u3002\u5b83\u9002\u5408\u4f1a\u8bae\u8bb0\u5f55\u3001\u76f4\u64ad\u5b57\u5e55\u7b49\u573a\u666f\uff0c\u6ee1\u8db3\u4e2a\u4eba\u548c\u5f00\u53d1\u8005\u7684\u591a\u79cd\u9700\u6c42\u3002\u9879\u76ee\u5f3a\u8c03\u8f7b\u91cf\u5316\u548c\u591a\u8bed\u8a00\u652f\u6301\uff0c\u8fd0\u884c\u7a33\u5b9a\uff0c\u6613\u4e8e\u6269\u5c55\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter  wp-image-30482\" title=\"\u5b9e\u65f6\u8bed\u97f3\u8f6c\u6587\u5b57\u7684\u5f00\u6e90\u5de5\u5177-1\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/83672b82f3c7275.jpg\" alt=\"\u5b9e\u65f6\u8bed\u97f3\u8f6c\u6587\u5b57\u7684\u5f00\u6e90\u5de5\u5177-1\" width=\"732\" height=\"366\" srcset=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/83672b82f3c7275.jpg 1200w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/83672b82f3c7275-768x384.jpg 768w, https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/04\/83672b82f3c7275-18x9.jpg 18w\" sizes=\"auto, (max-width: 732px) 100vw, 732px\" \/><\/p>\n<p>&nbsp;<\/p>\n<h2>\u529f\u80fd\u5217\u8868<\/h2>\n<ul>\n<li>\u5b9e\u65f6\u8bed\u97f3\u8f6c\u5f55\uff1a\u901a\u8fc7\u9ea6\u514b\u98ce\u5c06\u8bed\u97f3\u5373\u65f6\u8f6c\u4e3a\u6587\u5b57\uff0c\u5ef6\u8fdf\u4f4e\u81f3\u6beb\u79d2\u7ea7\u3002<\/li>\n<li>\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\uff08VAD\uff09\uff1a\u81ea\u52a8\u8bc6\u522b\u8bed\u97f3\u5f00\u59cb\u548c\u7ed3\u675f\uff0c\u4f18\u5316\u8f6c\u5f55\u6d41\u7a0b\u3002<\/li>\n<li>\u591a\u8bed\u8a00\u652f\u6301\uff1a\u652f\u6301\u82f1\u8bed\u3001\u4e2d\u6587\u7b49\u591a\u79cd\u8bed\u8a00\uff0c\u57fa\u4e8e Whisper \u6a21\u578b\u3002<\/li>\n<li>\u53cc\u754c\u9762\u9009\u62e9\uff1a\u63d0\u4f9b Gradio \u76f4\u89c2\u754c\u9762\u548c FastAPI \u53ef\u5b9a\u5236\u754c\u9762\u3002<\/li>\n<li>\u672c\u5730\u6a21\u578b\u8fd0\u884c\uff1a\u4f7f\u7528 Whisper \u6a21\u578b\uff0c\u652f\u6301\u79bb\u7ebf\u8f6c\u5f55\uff0c\u65e0\u9700\u6301\u7eed\u8054\u7f51\u3002<\/li>\n<li>\u53c2\u6570\u8c03\u6574\uff1a\u652f\u6301\u914d\u7f6e\u97f3\u9891\u6d41\u3001VAD \u9608\u503c\u548c\u6a21\u578b\u6279\u5904\u7406\u5927\u5c0f\u3002<\/li>\n<li>\u7075\u6d3b\u90e8\u7f72\uff1a\u53ef\u5728\u672c\u5730\u8fd0\u884c\u6216\u901a\u8fc7 Hugging Face Spaces \u7b49\u5e73\u53f0\u90e8\u7f72\u3002<\/li>\n<li>\u9519\u8bef\u53cd\u9988\uff1a\u63d0\u4f9b\u8fde\u63a5\u5931\u8d25\u6216\u914d\u7f6e\u9519\u8bef\u7684\u6e05\u6670\u63d0\u793a\uff0c\u4fbf\u4e8e\u8c03\u8bd5\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 realtime-transcription-fastrtc\uff0c\u9700\u8981\u51c6\u5907 Python \u73af\u5883\u548c\u76f8\u5173\u4f9d\u8d56\u3002\u4ee5\u4e0b\u662f\u8be6\u7ec6\u6b65\u9aa4\uff0c\u786e\u4fdd\u7528\u6237\u80fd\u987a\u5229\u5b89\u88c5\u548c\u8fd0\u884c\u3002<\/p>\n<ol>\n<li><strong>\u68c0\u67e5\u7cfb\u7edf\u8981\u6c42<\/strong>\n<ul>\n<li>Python \u7248\u672c\uff1a&gt;= 3.10\u3002<\/li>\n<li>\u5b89\u88c5\u00a0<code>ffmpeg<\/code>\uff0c\u7528\u4e8e\u97f3\u9891\u5904\u7406\u3002<\/li>\n<li>\u63a8\u8350\u786c\u4ef6\uff1aGPU\uff08\u5982 MPS \u6216 CUDA\uff09\u52a0\u901f\u6a21\u578b\u63a8\u7406\uff0cCPU \u4e5f\u53ef\u8fd0\u884c\u4f46\u901f\u5ea6\u8f83\u6162\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u514b\u9686\u4ed3\u5e93<\/strong><br \/>\n\u5728\u7ec8\u7aef\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u83b7\u53d6\u9879\u76ee\u4ee3\u7801\uff1a<\/p>\n<pre><code>git clone https:\/\/github.com\/sofi444\/realtime-transcription-fastrtc\r\ncd realtime-transcription-fastrtc\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u8bbe\u7f6e\u865a\u62df\u73af\u5883<\/strong><br \/>\n\u4e3a\u907f\u514d\u4f9d\u8d56\u51b2\u7a81\uff0c\u521b\u5efa Python \u865a\u62df\u73af\u5883\u3002\u5b98\u65b9\u63a8\u8350\u4e24\u79cd\u65b9\u5f0f\uff1a<br \/>\n<strong>\u65b9\u5f0f 1\uff1a\u4f7f\u7528 uv\uff08\u63a8\u8350\uff09<\/strong><br \/>\n\u5148\u5b89\u88c5\u00a0<code>uv<\/code>\uff08\u53c2\u8003\u00a0<code>https:\/\/docs.astral.sh\/uv\/<\/code>\uff09\uff0c\u7136\u540e\u8fd0\u884c\uff1a<\/p>\n<pre><code>uv venv --python 3.11\r\nsource .venv\/bin\/activate  # Windows \u7528\u6237\u8fd0\u884c .venv\\Scripts\\activate\r\nuv pip install -r requirements.txt\r\n<\/code><\/pre>\n<p><strong>\u65b9\u5f0f 2\uff1a\u4f7f\u7528 pip<\/strong><\/p>\n<pre><code>python -m venv .venv\r\nsource .venv\/bin\/activate  # Windows \u7528\u6237\u8fd0\u884c .venv\\Scripts\\activate\r\npip install --upgrade pip\r\npip install -r requirements.txt\r\n<\/code><\/pre>\n<\/li>\n<li><strong>\u5b89\u88c5 ffmpeg<\/strong><br \/>\n\u6839\u636e\u64cd\u4f5c\u7cfb\u7edf\u5b89\u88c5\u00a0<code>ffmpeg<\/code>\uff1a<br \/>\n<strong>macOS<\/strong>\uff1a<\/p>\n<pre><code>brew install ffmpeg\r\n<\/code><\/pre>\n<p><strong>Linux\uff08Ubuntu\/Debian\uff09<\/strong>\uff1a<\/p>\n<pre><code>sudo apt update\r\nsudo apt install ffmpeg\r\n<\/code><\/pre>\n<p><strong>Windows<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4e0b\u8f7d\u00a0<code>ffmpeg<\/code>\u00a0\u53ef\u6267\u884c\u6587\u4ef6\uff08\u4ece\u00a0<code>https:\/\/ffmpeg.org\/download.html<\/code>\uff09\u3002<\/li>\n<li>\u5c06\u5176\u6dfb\u52a0\u5230\u7cfb\u7edf\u73af\u5883\u53d8\u91cf\uff0c\u6216\u653e\u5165\u9879\u76ee\u6839\u76ee\u5f55\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u914d\u7f6e\u73af\u5883\u53d8\u91cf<\/strong><br \/>\n\u5728\u9879\u76ee\u6839\u76ee\u5f55\u521b\u5efa\u00a0<code>.env<\/code>\u00a0\u6587\u4ef6\uff0c\u6dfb\u52a0\u4ee5\u4e0b\u5185\u5bb9\uff1a<\/p>\n<pre><code>UI_MODE=fastapi\r\nAPP_MODE=local\r\nSERVER_NAME=localhost\r\nPORT=7860\r\nMODEL_ID=openai\/whisper-large-v3-turbo\r\n<\/code><\/pre>\n<ul>\n<li><code>UI_MODE<\/code>\uff1a\u8bbe\u4e3a\u00a0<code>gradio<\/code>\u00a0\u4f7f\u7528 Gradio \u754c\u9762\uff0c\u8bbe\u4e3a\u00a0<code>fastapi<\/code>\u00a0\u4f7f\u7528\u81ea\u5b9a\u4e49 HTML \u754c\u9762\uff08\u9ed8\u8ba4\uff09\u3002<\/li>\n<li><code>APP_MODE<\/code>\uff1a\u672c\u5730\u8fd0\u884c\u8bbe\u4e3a\u00a0<code>local<\/code>\uff0c\u4e91\u7aef\u90e8\u7f72\u8bbe\u4e3a\u00a0<code>deployed<\/code>\u3002<\/li>\n<li><code>MODEL_ID<\/code>\uff1a\u6307\u5b9a Whisper \u6a21\u578b\uff0c\u9ed8\u8ba4\u00a0<code>openai\/whisper-large-v3-turbo<\/code>\u3002<\/li>\n<li><code>SERVER_NAME<\/code>\uff1a\u670d\u52a1\u5668\u5730\u5740\uff0c\u9ed8\u8ba4\u00a0<code>localhost<\/code>\u3002<\/li>\n<li><code>PORT<\/code>\uff1a\u7aef\u53e3\u53f7\uff0c\u9ed8\u8ba4\u00a0<code>7860<\/code>\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8fd0\u884c\u9879\u76ee<\/strong><br \/>\n\u8fd0\u884c\u4e3b\u7a0b\u5e8f\uff1a<\/p>\n<pre><code>python main.py\r\n<\/code><\/pre>\n<p>\u7ec8\u7aef\u4f1a\u663e\u793a\u4e00\u4e2a URL\uff08\u5982\u00a0<code>http:\/\/localhost:7860<\/code>\uff09\uff0c\u5728\u6d4f\u89c8\u5668\u4e2d\u6253\u5f00\u5373\u53ef\u4f7f\u7528\u3002Gradio \u6a21\u5f0f\u4e0b\uff0c\u7aef\u53e3\u53ef\u80fd\u4e0d\u540c\uff0c\u6ce8\u610f\u7ec8\u7aef\u63d0\u793a\u3002<\/li>\n<\/ol>\n<h3>\u4e3b\u8981\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u5b9e\u65f6\u8bed\u97f3\u8f6c\u5f55<\/h4>\n<ul>\n<li><strong>\u5f00\u59cb\u8f6c\u5f55<\/strong>\uff1a\u6253\u5f00\u754c\u9762\uff0c\u70b9\u51fb\u201cStart Recording\u201d\u6309\u94ae\uff0c\u6388\u6743\u6d4f\u89c8\u5668\u8bbf\u95ee\u9ea6\u514b\u98ce\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u68c0\u6d4b\u8bed\u97f3\u5e76\u663e\u793a\u6587\u5b57\u3002<\/li>\n<li><strong>\u67e5\u770b\u7ed3\u679c<\/strong>\uff1a\u8f6c\u5f55\u6587\u5b57\u5b9e\u65f6\u663e\u793a\u5728\u754c\u9762\u6587\u672c\u6846\uff0c\u81ea\u52a8\u6eda\u52a8\u5230\u6700\u65b0\u5185\u5bb9\u3002<\/li>\n<li><strong>\u6682\u505c\u8f6c\u5f55<\/strong>\uff1a\u70b9\u51fb\u201cStop\u201d\u6309\u94ae\uff0c\u6682\u505c\u8bed\u97f3\u8f93\u5165\u3002<\/li>\n<li><strong>\u6ce8\u610f<\/strong>\uff1a\u4e3a\u4fdd\u8bc1\u4f4e\u5ef6\u8fdf\uff0c\u9879\u76ee\u9ed8\u8ba4\u6279\u5904\u7406\u5927\u5c0f\u4e3a 1\uff0c\u5373\u6bcf\u6536\u5230\u4e00\u4e2a\u97f3\u9891\u7247\u6bb5\u7acb\u5373\u8f6c\u5f55\u3002<\/li>\n<\/ul>\n<h4>\u8bed\u97f3\u6d3b\u52a8\u68c0\u6d4b\uff08VAD\uff09<\/h4>\n<ul>\n<li>VAD \u81ea\u52a8\u533a\u5206\u8bed\u97f3\u548c\u9759\u97f3\uff0c\u63d0\u5347\u8f6c\u5f55\u6548\u7387\u3002\u53ef\u8c03\u6574\u53c2\u6570\uff08\u53c2\u8003 FastRTC \u6587\u6863\u00a0<code>https:\/\/fastrtc.org<\/code>\uff09\uff1a\n<ul>\n<li><code>audio_chunk_duration<\/code>\uff1a\u97f3\u9891\u7247\u6bb5\u957f\u5ea6\uff0c\u9ed8\u8ba4 0.6 \u79d2\u3002<\/li>\n<li><code>started_talking_threshold<\/code>\uff1a\u8bed\u97f3\u5f00\u59cb\u9608\u503c\uff0c\u9ed8\u8ba4 0.2 \u79d2\u3002<\/li>\n<li><code>speech_pad_ms<\/code>\uff1a\u9759\u97f3\u586b\u5145\uff0c\u9ed8\u8ba4 400 \u6beb\u79d2\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u4fee\u6539\u65b9\u5f0f\uff1a\u7f16\u8f91\u00a0<code>main.py<\/code>\u00a0\u6216\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u4f20\u5165\u53c2\u6570\u3002<\/li>\n<\/ul>\n<h4>\u754c\u9762\u5207\u6362<\/h4>\n<ul>\n<li><strong>Gradio \u754c\u9762<\/strong>\uff1a\u9002\u5408\u5feb\u901f\u6d4b\u8bd5\uff0c\u754c\u9762\u5305\u542b\u5f55\u97f3\u6309\u94ae\u548c\u6587\u5b57\u663e\u793a\u533a\u3002\u8bbe\u7f6e\u00a0<code>UI_MODE=gradio<\/code>\u00a0\u540e\u8fd0\u884c\uff0c\u8bbf\u95ee\u7ec8\u7aef\u63d0\u793a\u7684\u5730\u5740\u3002<\/li>\n<li><strong>FastAPI \u754c\u9762<\/strong>\uff1a\u652f\u6301\u81ea\u5b9a\u4e49\uff0c\u9002\u5408\u5f00\u53d1\u8005\u3002\u4fee\u6539\u00a0<code>index.html<\/code>\u00a0\u53ef\u8c03\u6574\u6837\u5f0f\u6216\u529f\u80fd\u3002\u8bbe\u7f6e\u00a0<code>UI_MODE=fastapi<\/code>\u00a0\u540e\u8fd0\u884c\uff0c\u8bbf\u95ee\u00a0<code>http:\/\/localhost:8000<\/code>\u3002<\/li>\n<\/ul>\n<h3>\u7279\u8272\u529f\u80fd\u64cd\u4f5c<\/h3>\n<h4>\u672c\u5730 Whisper \u6a21\u578b<\/h4>\n<ul>\n<li>\u9ed8\u8ba4\u6a21\u578b\uff1a<code>openai\/whisper-large-v3-turbo<\/code>\uff0c\u8f7b\u91cf\u3001\u591a\u8bed\u8a00\u3001\u6027\u80fd\u4f18\u5f02\u3002<\/li>\n<li>\u66f4\u6362\u6a21\u578b\uff1a\u8bbe\u7f6e\u00a0<code>MODEL_ID<\/code>\uff0c\u5982\u00a0<code>openai\/whisper-small<\/code>\uff08\u9002\u5408\u4f4e\u914d\u8bbe\u5907\uff09\u3002\u652f\u6301\u5176\u4ed6 Hugging Face ASR \u6a21\u578b\uff08<code>https:\/\/huggingface.co\/models?pipeline_tag=automatic-speech-recognition<\/code>\uff09\u3002<\/li>\n<li>\u8bed\u8a00\u8bbe\u7f6e\uff1a\u9ed8\u8ba4\u7ffb\u8bd1\u4e3a\u82f1\u8bed\uff0c\u9700\u8f6c\u5f55\u5176\u4ed6\u8bed\u8a00\u65f6\uff0c\u5728\u4ee3\u7801\u4e2d\u8bbe\u7f6e\u00a0<code>language<\/code>\u00a0\u53c2\u6570\uff08\u5982\u00a0<code>language=zh<\/code>\u00a0\u8868\u793a\u4e2d\u6587\uff09\u3002<\/li>\n<li>\u8fd0\u884c\u4f18\u5316\uff1a\u9996\u6b21\u8fd0\u884c\u4f1a\u9884\u70ed\u6a21\u578b\uff0c\u51cf\u5c11\u5ef6\u8fdf\u3002\u5efa\u8bae\u4f7f\u7528 GPU \u52a0\u901f\u3002<\/li>\n<\/ul>\n<h4>\u591a\u8bed\u8a00\u652f\u6301<\/h4>\n<ul>\n<li>\u652f\u6301\u82f1\u8bed\u3001\u4e2d\u6587\u3001\u897f\u73ed\u7259\u8bed\u7b49\u591a\u79cd\u8bed\u8a00\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u6a21\u578b\u3002<\/li>\n<li>\u914d\u7f6e\u65b9\u5f0f\uff1a\u5728\u00a0<code>main.py<\/code>\u00a0\u4e2d\u8bbe\u7f6e\u00a0<code>transcribe<\/code>\u00a0\u4efb\u52a1\uff0c\u5e76\u6307\u5b9a\u76ee\u6807\u8bed\u8a00\u3002<\/li>\n<li>\u793a\u4f8b\uff1a\u8f6c\u5f55\u4e2d\u6587\u8bed\u97f3\uff0c\u8bbe\u7f6e\u00a0<code>language=zh<\/code>\uff0c\u786e\u4fdd\u9ea6\u514b\u98ce\u8f93\u5165\u6e05\u6670\u3002<\/li>\n<\/ul>\n<h4>\u4e91\u7aef\u90e8\u7f72<\/h4>\n<ul>\n<li><strong>Hugging Face Spaces<\/strong>\uff1a\u8bbe\u7f6e\u00a0<code>APP_MODE=deployed<\/code>\uff0c\u914d\u7f6e Turn 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found\u201d\uff1a\u786e\u4fdd\u00a0<code>ffmpeg<\/code>\u00a0\u5df2\u5b89\u88c5\u5e76\u5728\u7cfb\u7edf\u8def\u5f84\u4e2d\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8c03\u8bd5<\/strong>\uff1a\u8fd0\u884c\u65f6\u67e5\u770b\u7ec8\u7aef\u65e5\u5fd7\uff0c\u8bb0\u5f55\u97f3\u9891\u91c7\u6837\u7387\u3001\u6a21\u578b\u52a0\u8f7d\u72b6\u6001\u7b49\u3002<\/li>\n<\/ul>\n<h3>\u6ce8\u610f\u4e8b\u9879<\/h3>\n<ul>\n<li><strong>\u786c\u4ef6<\/strong>\uff1aGPU \u63a8\u8350\u7528\u4e8e\u5b9e\u65f6\u63a8\u7406\uff0cMPS \u652f\u6301\u00a0<code>whisper-large-v3-turbo<\/code>\u3002<\/li>\n<li><strong>\u6d4f\u89c8\u5668<\/strong>\uff1a\u63a8\u8350 Chrome \u6216 Firefox\uff0c\u786e\u4fdd WebRTC \u529f\u80fd\u6b63\u5e38\u3002<\/li>\n<li><strong>\u8bed\u8a00\u51c6\u786e\u7387<\/strong>\uff1a\u53d7\u9ea6\u514b\u98ce\u8d28\u91cf\u548c\u73af\u5883\u5f71\u54cd\uff0c\u5efa\u8bae\u5728\u5b89\u9759\u73af\u5883\u4e2d\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2>\u5e94\u7528\u573a\u666f<\/h2>\n<ol>\n<li><strong>\u4f1a\u8bae\u8bb0\u5f55<\/strong><br \/>\n\u5728\u8fdc\u7a0b\u6216\u73b0\u573a\u4f1a\u8bae\u4e2d\uff0c\u5b9e\u65f6\u8f6c\u5f55\u8ba8\u8bba\u5185\u5bb9\uff0c\u751f\u6210\u6587\u5b57\u8bb0\u5f55\u3002\u56e2\u961f\u53ef\u76f4\u63a5\u5bfc\u51fa\u6574\u7406\uff0c\u65e0\u9700\u624b\u52a8\u7b14\u8bb0\u3002<\/li>\n<li><strong>\u76f4\u64ad\u5b57\u5e55<\/strong><br \/>\n\u4e3a\u76f4\u64ad\u6dfb\u52a0\u5b9e\u65f6\u5b57\u5e55\uff0c\u63d0\u5347\u5185\u5bb9\u53ef\u8bbf\u95ee\u6027\u3002\u4e3b\u64ad\u53ef\u901a\u8fc7 Gradio \u754c\u9762\u5feb\u901f\u64cd\u4f5c\uff0c\u89c2\u4f17\u5373\u65f6\u770b\u5230\u6587\u5b57\u3002<\/li>\n<li><strong>\u8bed\u8a00\u5b66\u4e60<\/strong><br \/>\n\u5b66\u751f\u7ec3\u4e60\u5916\u8bed\u65f6\uff0c\u8f6c\u5f55\u53d1\u97f3\u4e3a\u6587\u5b57\uff0c\u68c0\u67e5\u51c6\u786e\u6027\u3002\u652f\u6301\u591a\u8bed\u8a00\uff0c\u9002\u5408\u82f1\u8bed\u3001\u4e2d\u6587\u7b49\u5b66\u4e60\u573a\u666f\u3002<\/li>\n<li><strong>\u5f00\u53d1\u96c6\u6210<\/strong><br \/>\n\u5f00\u53d1\u8005\u53ef\u5c06\u9879\u76ee\u96c6\u6210\u5230\u5176\u4ed6\u5e94\u7528\uff0c\u6d4b\u8bd5 WebRTC \u6216 ASR \u529f\u80fd\u3002\u5f00\u653e\u7684\u4ee3\u7801\u652f\u6301\u4e8c\u6b21\u5f00\u53d1\u3002<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h2>QA<\/h2>\n<ol>\n<li><strong>\u9700\u8981\u8054\u7f51\u5417\uff1f<\/strong><br \/>\n\u672c\u5730\u8fd0\u884c\u65e0\u9700\u8054\u7f51\uff0c\u6a21\u578b\u4e0b\u8f7d\u540e\u5373\u53ef\u79bb\u7ebf\u4f7f\u7528\u3002\u4e91\u7aef\u90e8\u7f72\u9700\u7f51\u7edc\u652f\u6301 WebRTC\u3002<\/li>\n<li><strong>\u652f\u6301\u54ea\u4e9b\u8bed\u8a00\uff1f<\/strong><br \/>\n\u9ed8\u8ba4\u652f\u6301\u82f1\u8bed\uff0c\u8bbe\u7f6e\u00a0<code>language<\/code>\u00a0\u53c2\u6570\u53ef\u652f\u6301\u4e2d\u6587\u3001\u897f\u73ed\u7259\u8bed\u7b49\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e Whisper \u6a21\u578b\u3002<\/li>\n<li><strong>\u5982\u4f55\u63d0\u9ad8\u8f6c\u5f55\u51c6\u786e\u7387\uff1f<\/strong><br \/>\n\u4f7f\u7528\u9ad8\u8d28\u91cf\u9ea6\u514b\u98ce\uff0c\u4fdd\u6301\u5b89\u9759\u73af\u5883\uff0c\u9009\u62e9\u5927\u578b\u6a21\u578b\uff08\u5982\u00a0<code>whisper-large-v3-turbo<\/code>\uff09\u3002<\/li>\n<li><strong>\u53ef\u4ee5\u81ea\u5b9a\u4e49\u754c\u9762\u5417\uff1f<\/strong><br \/>\n\u662f\u7684\uff0cFastAPI \u6a21\u5f0f\u4e0b\u53ef\u7f16\u8f91\u00a0<code>index.html<\/code>\uff0c\u8c03\u6574\u6837\u5f0f\u6216\u6dfb\u52a0\u529f\u80fd\u3002<\/li>\n<li><strong>\u4e3a\u4ec0\u4e48\u8f6c\u5f55\u5ef6\u8fdf\uff1f<\/strong><br \/>\n\u53ef\u80fd\u56e0\u786c\u4ef6\u6027\u80fd\u4e0d\u8db3\u6216\u7f51\u7edc\u95ee\u9898\u3002\u5efa\u8bae\u4f7f\u7528 GPU\uff0c\u68c0\u67e5 WebRTC \u914d\u7f6e\u3002<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>realtime-transcription-fastrtc \u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u4e13\u6ce8\u4e8e\u5c06\u8bed\u97f3\u5b9e\u65f6\u8f6c\u6362\u4e3a\u6587\u5b57\u3002\u5b83\u5229\u7528 FastRTC \u6280\u672f\u5904\u7406\u4f4e\u5ef6\u8fdf\u97f3\u9891\u6d41\uff0c\u7ed3\u5408\u672c\u5730 Whisper \u6a21\u578b\u5b9e\u73b0\u9ad8\u6548\u7684\u8bed\u97f3\u8bc6\u522b\u3002\u9879\u76ee\u7531\u5f00\u53d1\u8005 sofi444 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