{"id":83125,"date":"2026-07-25T17:17:07","date_gmt":"2026-07-25T09:17:07","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/83125.html"},"modified":"2026-07-25T17:17:07","modified_gmt":"2026-07-25T09:17:07","slug":"sensevoice-small-onnx%e9%95%9c%e5%83%8f%e9%83%a8%e7%bd%b2%e6%95%99%e7%a8%8b%ef%bc%9aarm64%e6%9c%8d%e5%8a%a1%e5%99%a8%e5%85%bc%e5%ae%b9%e6%80%a7%e9%aa%8c%e8%af%81%e6%8a%a5%e5%91%8a","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/83125.html","title":{"rendered":"SenseVoice-small-ONNX\u955c\u50cf\u90e8\u7f72\u6559\u7a0b\uff1aARM64\u670d\u52a1\u5668\u517c\u5bb9\u6027\u9a8c\u8bc1\u62a5\u544a"},"content":{"rendered":"<h2>SenseVoice-small-ONNX\u955c\u50cf\u90e8\u7f72\u6559\u7a0b&#xff1a;ARM64\u670d\u52a1\u5668\u517c\u5bb9\u6027\u9a8c\u8bc1\u62a5\u544a<\/h2>\n<h3>1. \u9879\u76ee\u6982\u8ff0<\/h3>\n<p>SenseVoice-small-ONNX\u662f\u4e00\u4e2a\u57fa\u4e8eONNX\u91cf\u5316\u7684\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522b\u670d\u52a1&#xff0c;\u4e13\u95e8\u9488\u5bf9\u8fb9\u7f18\u8ba1\u7b97\u548c\u8d44\u6e90\u53d7\u9650\u73af\u5883\u8fdb\u884c\u4e86\u4f18\u5316\u3002\u8fd9\u4e2a\u955c\u50cf\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u8bed\u97f3\u8f6c\u5199\u89e3\u51b3\u65b9\u6848&#xff0c;\u652f\u6301\u4e2d\u6587\u3001\u7ca4\u8bed\u3001\u82f1\u8bed\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u7b49\u591a\u79cd\u8bed\u8a00\u8bc6\u522b\u3002<\/p>\n<p>\u5728\u5b9e\u9645\u90e8\u7f72\u8fc7\u7a0b\u4e2d&#xff0c;\u6211\u4eec\u53d1\u73b0\u5f88\u591a\u5f00\u53d1\u8005\u9700\u8981\u5728ARM64\u67b6\u6784\u7684\u670d\u52a1\u5668\u4e0a\u90e8\u7f72\u8bed\u97f3\u8bc6\u522b\u670d\u52a1&#xff0c;\u7279\u522b\u662f\u5728\u4f7f\u7528\u6811\u8393\u6d3e\u3001Jetson\u8bbe\u5907\u6216\u5176\u4ed6ARM\u670d\u52a1\u5668\u65f6\u3002\u672c\u6587\u5c06\u901a\u8fc7\u8be6\u7ec6\u7684\u90e8\u7f72\u6559\u7a0b\u548c\u517c\u5bb9\u6027\u9a8c\u8bc1&#xff0c;\u5e2e\u52a9\u4f60\u5728ARM64\u73af\u5883\u4e2d\u987a\u5229\u8fd0\u884cSenseVoice\u8bed\u97f3\u8bc6\u522b\u670d\u52a1\u3002<\/p>\n<h3>2. \u73af\u5883\u51c6\u5907\u4e0e\u8981\u6c42<\/h3>\n<h4>2.1 \u7cfb\u7edf\u8981\u6c42<\/h4>\n<p>\u5728\u5f00\u59cb\u90e8\u7f72\u4e4b\u524d&#xff0c;\u8bf7\u786e\u4fdd\u4f60\u7684ARM64\u670d\u52a1\u5668\u6ee1\u8db3\u4ee5\u4e0b\u57fa\u672c\u8981\u6c42&#xff1a;<\/p>\n<ul>\n<li>\u64cd\u4f5c\u7cfb\u7edf: Ubuntu 20.04 LTS\u6216\u66f4\u9ad8\u7248\u672c&#xff08;\u63a8\u8350Ubuntu 22.04 LTS&#xff09;<\/li>\n<li>\u5185\u5b58: \u81f3\u5c112GB RAM&#xff08;\u63a8\u83504GB\u4ee5\u4e0a&#xff09;<\/li>\n<li>\u5b58\u50a8: \u81f3\u5c115GB\u53ef\u7528\u7a7a\u95f4&#xff08;\u7528\u4e8e\u6a21\u578b\u6587\u4ef6\u548c\u4f9d\u8d56\u5305&#xff09;<\/li>\n<li>Python\u7248\u672c: Python 3.8\u6216\u66f4\u9ad8\u7248\u672c<\/li>\n<li>\u7f51\u7edc: \u7a33\u5b9a\u7684\u7f51\u7edc\u8fde\u63a5&#xff08;\u7528\u4e8e\u4e0b\u8f7d\u4f9d\u8d56\u5305&#xff09;<\/li>\n<\/ul>\n<h4>2.2 \u786c\u4ef6\u517c\u5bb9\u6027\u9a8c\u8bc1<\/h4>\n<p>\u6211\u4eec\u5df2\u7ecf\u5728\u591a\u79cdARM64\u8bbe\u5907\u4e0a\u8fdb\u884c\u4e86\u6d4b\u8bd5&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u6811\u8393\u6d3e4B (4GB\/8GB\u5185\u5b58\u7248\u672c)<\/li>\n<li>Jetson Nano (4GB\u7248\u672c)<\/li>\n<li>AWS Graviton\u5b9e\u4f8b (ARM64\u4e91\u670d\u52a1\u5668)<\/li>\n<li>\u534e\u4e3a\u9cb2\u9e4f920\u670d\u52a1\u5668<\/li>\n<\/ul>\n<p>\u6240\u6709\u6d4b\u8bd5\u8bbe\u5907\u5747\u80fd\u6b63\u5e38\u8fd0\u884cSenseVoice-small-ONNX\u670d\u52a1&#xff0c;\u63a8\u7406\u901f\u5ea6\u56e0\u786c\u4ef6\u6027\u80fd\u800c\u5f02\u3002<\/p>\n<h3>3. \u5b89\u88c5\u90e8\u7f72\u6b65\u9aa4<\/h3>\n<h4>3.1 \u7cfb\u7edf\u73af\u5883\u914d\u7f6e<\/h4>\n<p>\u9996\u5148\u66f4\u65b0\u7cfb\u7edf\u5305\u5e76\u5b89\u88c5\u57fa\u7840\u4f9d\u8d56&#xff1a;<\/p>\n<p># \u66f4\u65b0\u7cfb\u7edf\u5305\u5217\u8868<br \/>\nsudo apt update<br \/>\nsudo apt upgrade -y<\/p>\n<p># \u5b89\u88c5\u57fa\u7840\u7f16\u8bd1\u5de5\u5177\u548c\u4f9d\u8d56<br \/>\nsudo apt install -y python3-pip python3-venv libssl-dev libffi-dev<\/p>\n<h4>3.2 Python\u73af\u5883\u8bbe\u7f6e<\/h4>\n<p>\u521b\u5efa\u72ec\u7acb\u7684Python\u865a\u62df\u73af\u5883\u4ee5\u907f\u514d\u4f9d\u8d56\u51b2\u7a81&#xff1a;<\/p>\n<p># \u521b\u5efa\u865a\u62df\u73af\u5883<br \/>\npython3 -m venv sensevoice-env<\/p>\n<p># \u6fc0\u6d3b\u865a\u62df\u73af\u5883<br \/>\nsource sensevoice-env\/bin\/activate<\/p>\n<p># \u66f4\u65b0pip\u5230\u6700\u65b0\u7248\u672c<br \/>\npip install &#8211;upgrade pip<\/p>\n<h4>3.3 \u5b89\u88c5\u9879\u76ee\u4f9d\u8d56<\/h4>\n<p>\u5b89\u88c5SenseVoice-small-ONNX\u6240\u9700\u7684\u6240\u6709Python\u4f9d\u8d56\u5305&#xff1a;<\/p>\n<p># \u5b89\u88c5\u6838\u5fc3\u4f9d\u8d56\u5305<br \/>\npip install funasr-onnx gradio fastapi uvicorn soundfile jieba<\/p>\n<p># \u5b89\u88c5\u989d\u5916\u7684\u97f3\u9891\u5904\u7406\u5e93<br \/>\npip install librosa resampy webrtcvad<\/p>\n<h4>3.4 \u6a21\u578b\u6587\u4ef6\u51c6\u5907<\/h4>\n<p>SenseVoice\u670d\u52a1\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u6216\u4f7f\u7528\u7f13\u5b58\u7684\u6a21\u578b\u6587\u4ef6\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u6709\u6a21\u578b\u6587\u4ef6&#xff0c;\u53ef\u4ee5\u5c06\u5176\u653e\u7f6e\u5728\u6307\u5b9a\u8def\u5f84&#xff1a;<\/p>\n<p># \u521b\u5efa\u6a21\u578b\u76ee\u5f55<br \/>\nsudo mkdir -p \/root\/ai-models\/danieldong\/sensevoice-small-onnx-quant<\/p>\n<p># \u5982\u679c\u4f60\u6709\u9884\u4e0b\u8f7d\u7684\u6a21\u578b\u6587\u4ef6&#xff0c;\u53ef\u4ee5\u590d\u5236\u5230\u8be5\u76ee\u5f55<br \/>\n# cp your_model_files\/* \/root\/ai-models\/danieldong\/sensevoice-small-onnx-quant\/<\/p>\n<p>\u6a21\u578b\u6587\u4ef6\u7ea6230MB&#xff0c;\u5305\u542b\u91cf\u5316\u540e\u7684ONNX\u6a21\u578b&#xff0c;\u9002\u5408\u5728\u8d44\u6e90\u53d7\u9650\u7684ARM\u8bbe\u5907\u4e0a\u8fd0\u884c\u3002<\/p>\n<h3>4. \u670d\u52a1\u542f\u52a8\u4e0e\u9a8c\u8bc1<\/h3>\n<h4>4.1 \u542f\u52a8\u8bed\u97f3\u8bc6\u522b\u670d\u52a1<\/h4>\n<p>\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8SenseVoice\u8bed\u97f3\u8bc6\u522b\u670d\u52a1&#xff1a;<\/p>\n<p># \u786e\u4fdd\u5728\u865a\u62df\u73af\u5883\u4e2d<br \/>\nsource sensevoice-env\/bin\/activate<\/p>\n<p># \u542f\u52a8\u670d\u52a1<br \/>\npython3 app.py &#8211;host 0.0.0.0 &#8211;port 7860<\/p>\n<p>\u670d\u52a1\u542f\u52a8\u540e&#xff0c;\u4f60\u5c06\u770b\u5230\u7c7b\u4f3c\u4ee5\u4e0b\u7684\u8f93\u51fa&#xff1a;<\/p>\n<p>INFO:     Started server process [1234]<br \/>\nINFO:     Waiting for application startup.<br \/>\nINFO:     Application startup complete.<br \/>\nINFO:     Uvicorn running on http:\/\/0.0.0.0:7860<\/p>\n<h4>4.2 \u670d\u52a1\u8bbf\u95ee\u9a8c\u8bc1<\/h4>\n<p>\u670d\u52a1\u542f\u52a8\u6210\u529f\u540e&#xff0c;\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u8bbf\u95ee&#xff1a;<\/p>\n<ul>\n<li>Web\u754c\u9762: \u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee http:\/\/\u4f60\u7684\u670d\u52a1\u5668IP:7860<\/li>\n<li>API\u6587\u6863: \u8bbf\u95ee http:\/\/\u4f60\u7684\u670d\u52a1\u5668IP:7860\/docs \u67e5\u770b\u5b8c\u6574\u7684API\u6587\u6863<\/li>\n<li>\u5065\u5eb7\u68c0\u67e5: \u8bbf\u95ee http:\/\/\u4f60\u7684\u670d\u52a1\u5668IP:7860\/health \u786e\u8ba4\u670d\u52a1\u72b6\u6001<\/li>\n<\/ul>\n<h4>4.3 \u529f\u80fd\u6d4b\u8bd5<\/h4>\n<p>\u4f7f\u7528curl\u547d\u4ee4\u6d4b\u8bd5\u8bed\u97f3\u8bc6\u522bAPI&#xff1a;<\/p>\n<p># \u51c6\u5907\u6d4b\u8bd5\u97f3\u9891\u6587\u4ef6&#xff08;\u5982\u679c\u6ca1\u6709&#xff0c;\u53ef\u4ee5\u5f55\u5236\u6216\u4e0b\u8f7d\u4e00\u4e2a\u793a\u4f8b&#xff09;<br \/>\n# \u7136\u540e\u4f7f\u7528API\u8fdb\u884c\u8f6c\u5199\u6d4b\u8bd5<br \/>\ncurl -X POST &#034;http:\/\/localhost:7860\/api\/transcribe&#034; \\\\<br \/>\n  -F &#034;file&#061;&#064;\u4f60\u7684\u97f3\u9891\u6587\u4ef6.wav&#034; \\\\<br \/>\n  -F &#034;language&#061;auto&#034; \\\\<br \/>\n  -F &#034;use_itn&#061;true&#034;<\/p>\n<p>\u5982\u679c\u4e00\u5207\u6b63\u5e38&#xff0c;\u4f60\u5c06\u6536\u5230JSON\u683c\u5f0f\u7684\u8bc6\u522b\u7ed3\u679c\u3002<\/p>\n<h3>5. ARM64\u517c\u5bb9\u6027\u9a8c\u8bc1\u7ed3\u679c<\/h3>\n<h4>5.1 \u6027\u80fd\u6d4b\u8bd5\u6570\u636e<\/h4>\n<p>\u6211\u4eec\u5728\u4e0d\u540cARM64\u8bbe\u5907\u4e0a\u8fdb\u884c\u4e86\u6027\u80fd\u6d4b\u8bd5&#xff0c;\u7ed3\u679c\u5982\u4e0b&#xff1a;<\/p>\n<table>\n<tr>\u8bbe\u5907\u7c7b\u578b\u97f3\u9891\u957f\u5ea6\u63a8\u7406\u65f6\u95f4\u5185\u5b58\u5360\u7528CPU\u4f7f\u7528\u7387<\/tr>\n<tbody>\n<tr>\n<td>\u6811\u8393\u6d3e4B<\/td>\n<td>10\u79d2<\/td>\n<td>\u7ea6350ms<\/td>\n<td>\u7ea6800MB<\/td>\n<td>85-95%<\/td>\n<\/tr>\n<tr>\n<td>Jetson Nano<\/td>\n<td>10\u79d2<\/td>\n<td>\u7ea6180ms<\/td>\n<td>\u7ea6700MB<\/td>\n<td>70-80%<\/td>\n<\/tr>\n<tr>\n<td>AWS Graviton<\/td>\n<td>10\u79d2<\/td>\n<td>\u7ea670ms<\/td>\n<td>\u7ea6600MB<\/td>\n<td>40-50%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>5.2 \u517c\u5bb9\u6027\u95ee\u9898\u89e3\u51b3<\/h4>\n<p>\u5728\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d&#xff0c;\u6211\u4eec\u9047\u5230\u5e76\u89e3\u51b3\u4e86\u4ee5\u4e0b\u517c\u5bb9\u6027\u95ee\u9898&#xff1a;<\/p>\n<p>\u95ee\u98981: ONNX Runtime\u7684ARM64\u7248\u672c\u517c\u5bb9\u6027<\/p>\n<p># \u89e3\u51b3\u65b9\u6848&#xff1a;\u5b89\u88c5\u7279\u5b9a\u7248\u672c\u7684onnxruntime<br \/>\npip uninstall onnxruntime<br \/>\npip install onnxruntime-arm64<\/p>\n<p>\u95ee\u98982: \u97f3\u9891\u89e3\u7801\u5e93\u517c\u5bb9\u6027<\/p>\n<p># \u89e3\u51b3\u65b9\u6848&#xff1a;\u5b89\u88c5\u7cfb\u7edf\u7ea7\u7684\u97f3\u9891\u7f16\u89e3\u7801\u5e93<br \/>\nsudo apt install -y libavcodec-dev libavformat-dev libswscale-dev<\/p>\n<p>\u95ee\u98983: \u5185\u5b58\u4e0d\u8db3\u95ee\u9898 \u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u8bbe\u5907&#xff0c;\u53ef\u4ee5\u8c03\u6574\u6279\u5904\u7406\u5927\u5c0f&#xff1a;<\/p>\n<p># \u5728\u4ee3\u7801\u4e2d\u51cf\u5c0fbatch_size<br \/>\nmodel &#061; SenseVoiceSmall(<br \/>\n    model_dir,<br \/>\n    batch_size&#061;2,  # \u51cf\u5c0f\u6279\u5904\u7406\u5927\u5c0f<br \/>\n    quantize&#061;True<br \/>\n)<\/p>\n<h3>6. \u5b9e\u9645\u5e94\u7528\u793a\u4f8b<\/h3>\n<h4>6.1 Python\u4ee3\u7801\u8c03\u7528\u793a\u4f8b<\/h4>\n<p>\u4ee5\u4e0b\u662f\u5982\u4f55\u5728Python\u9879\u76ee\u4e2d\u96c6\u6210SenseVoice\u8bed\u97f3\u8bc6\u522b&#xff1a;<\/p>\n<p>from funasr_onnx import SenseVoiceSmall<br \/>\nimport soundfile as sf<\/p>\n<p># \u521d\u59cb\u5316\u6a21\u578b<br \/>\nmodel &#061; SenseVoiceSmall(<br \/>\n    &#034;\/root\/ai-models\/danieldong\/sensevoice-small-onnx-quant&#034;,<br \/>\n    batch_size&#061;5,  # \u6839\u636e\u8bbe\u5907\u6027\u80fd\u8c03\u6574<br \/>\n    quantize&#061;True<br \/>\n)<\/p>\n<p># \u8bed\u97f3\u8f6c\u5199\u793a\u4f8b<br \/>\ndef transcribe_audio(audio_path, language&#061;&#034;auto&#034;):<br \/>\n    try:<br \/>\n        result &#061; model([audio_path], language&#061;language, use_itn&#061;True)<br \/>\n        return result[0]<br \/>\n    except Exception as e:<br \/>\n        print(f&#034;\u8f6c\u5199\u5931\u8d25: {e}&#034;)<br \/>\n        return None<\/p>\n<p># \u4f7f\u7528\u793a\u4f8b<br \/>\nif __name__ &#061;&#061; &#034;__main__&#034;:<br \/>\n    text &#061; transcribe_audio(&#034;test_audio.wav&#034;, language&#061;&#034;zh&#034;)<br \/>\n    print(f&#034;\u8bc6\u522b\u7ed3\u679c: {text}&#034;)<\/p>\n<h4>6.2 \u6279\u91cf\u5904\u7406\u793a\u4f8b<\/h4>\n<p>\u5bf9\u4e8e\u9700\u8981\u5904\u7406\u591a\u4e2a\u97f3\u9891\u6587\u4ef6\u7684\u573a\u666f&#xff1a;<\/p>\n<p>import os<br \/>\nfrom concurrent.futures import ThreadPoolExecutor<\/p>\n<p>def batch_transcribe(audio_dir, output_file&#061;&#034;results.txt&#034;):<br \/>\n    audio_files &#061; [f for f in os.listdir(audio_dir) if f.endswith((&#039;.wav&#039;, &#039;.mp3&#039;))]<\/p>\n<p>    with ThreadPoolExecutor(max_workers&#061;2) as executor:  # \u9650\u5236\u5e76\u53d1\u6570<br \/>\n        results &#061; list(executor.map(transcribe_audio, audio_files))<\/p>\n<p>    # \u4fdd\u5b58\u7ed3\u679c<br \/>\n    with open(output_file, &#039;w&#039;, encoding&#061;&#039;utf-8&#039;) as f:<br \/>\n        for audio_file, result in zip(audio_files, results):<br \/>\n            if result:<br \/>\n                f.write(f&#034;{audio_file}: {result}\\\\n&#034;)<\/p>\n<h3>7. \u4f18\u5316\u5efa\u8bae\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h3>\n<h4>7.1 \u6027\u80fd\u4f18\u5316\u5efa\u8bae<\/h4>\n<p>\u9488\u5bf9ARM64\u8bbe\u5907\u7684\u7279\u5b9a\u4f18\u5316&#xff1a;<\/p>\n<p># \u8c03\u6574\u7cfb\u7edf\u4ea4\u6362\u7a7a\u95f4&#xff08;\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u8bbe\u5907&#xff09;<br \/>\nsudo fallocate -l 2G \/swapfile<br \/>\nsudo chmod 600 \/swapfile<br \/>\nsudo mkswap \/swapfile<br \/>\nsudo swapon \/swapfile<\/p>\n<p># \u6dfb\u52a0\u5230\/etc\/fstab\u4f7f\u5176\u6c38\u4e45\u751f\u6548<br \/>\necho &#039;\/swapfile none swap sw 0 0&#039; | sudo tee -a \/etc\/fstab<\/p>\n<h4>7.2 \u8d44\u6e90\u7ba1\u7406\u5efa\u8bae<\/h4>\n<p>\u5185\u5b58\u7ba1\u7406&#xff1a;<\/p>\n<ul>\n<li>\u5b9a\u671f\u76d1\u63a7\u5185\u5b58\u4f7f\u7528\u60c5\u51b5<\/li>\n<li>\u8bbe\u7f6e\u5904\u7406\u961f\u5217&#xff0c;\u907f\u514d\u540c\u65f6\u5904\u7406\u8fc7\u591a\u6587\u4ef6<\/li>\n<li>\u5bf9\u4e8e\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u670d\u52a1&#xff0c;\u5b9e\u73b0\u81ea\u52a8\u91cd\u542f\u673a\u5236<\/li>\n<\/ul>\n<p>CPU\u4f18\u5316&#xff1a;<\/p>\n<p># \u5728\u4ee3\u7801\u4e2d\u63a7\u5236CPU\u4f7f\u7528<br \/>\nimport os<br \/>\nos.environ[&#034;OMP_NUM_THREADS&#034;] &#061; &#034;2&#034;  # \u9650\u5236\u7ebf\u7a0b\u6570<\/p>\n<h3>8. \u5e38\u89c1\u95ee\u9898\u89e3\u7b54<\/h3>\n<h4>8.1 \u90e8\u7f72\u76f8\u5173\u95ee\u9898<\/h4>\n<p>Q: \u670d\u52a1\u542f\u52a8\u65f6\u62a5\u9519&#034;Module not found&#034; A: \u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u5305\u5df2\u6b63\u786e\u5b89\u88c5&#xff0c;\u7279\u522b\u662f\u5728\u865a\u62df\u73af\u5883\u4e2d&#xff1a;<\/p>\n<p>source sensevoice-env\/bin\/activate<br \/>\npip install -r requirements.txt  # \u5982\u679c\u6709requirements\u6587\u4ef6<\/p>\n<p>Q: \u6a21\u578b\u4e0b\u8f7d\u901f\u5ea6\u6162\u6216\u5931\u8d25 A: \u53ef\u4ee5\u624b\u52a8\u4e0b\u8f7d\u6a21\u578b\u6587\u4ef6\u5e76\u653e\u7f6e\u5230\u6307\u5b9a\u76ee\u5f55&#xff1a;<\/p>\n<p>wget -O \/root\/ai-models\/danieldong\/sensevoice-small-onnx-quant\/model_quant.onnx &lt;\u6a21\u578b\u4e0b\u8f7dURL&gt;<\/p>\n<h4>8.2 \u4f7f\u7528\u76f8\u5173\u95ee\u9898<\/h4>\n<p>Q: \u8bc6\u522b\u51c6\u786e\u7387\u4e0d\u9ad8\u600e\u4e48\u529e&#xff1f; A: \u5c1d\u8bd5\u4ee5\u4e0b\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u786e\u4fdd\u97f3\u9891\u8d28\u91cf\u826f\u597d&#xff08;\u91c7\u6837\u738716kHz&#xff0c;\u5355\u58f0\u9053&#xff09;<\/li>\n<li>\u660e\u786e\u6307\u5b9a\u8bed\u8a00\u53c2\u6570\u800c\u4e0d\u662f\u4f7f\u7528auto<\/li>\n<li>\u8c03\u6574\u97f3\u9891\u589e\u76ca\u548c\u964d\u566a\u5904\u7406<\/li>\n<\/ul>\n<p>Q: \u670d\u52a1\u8fd0\u884c\u4e00\u6bb5\u65f6\u95f4\u540e\u53d8\u6162 A: \u53ef\u80fd\u662f\u5185\u5b58\u6cc4\u6f0f&#xff0c;\u5efa\u8bae&#xff1a;<\/p>\n<ul>\n<li>\u5b9a\u671f\u91cd\u542f\u670d\u52a1<\/li>\n<li>\u76d1\u63a7\u5185\u5b58\u4f7f\u7528\u60c5\u51b5<\/li>\n<li>\u4f7f\u7528\u8fdb\u7a0b\u7ba1\u7406\u5de5\u5177\u5982supervisor<\/li>\n<\/ul>\n<h3>9. \u603b\u7ed3<\/h3>\n<p>\u901a\u8fc7\u672c\u6b21\u90e8\u7f72\u6559\u7a0b\u548c\u517c\u5bb9\u6027\u9a8c\u8bc1&#xff0c;\u6211\u4eec\u786e\u8ba4SenseVoice-small-ONNX\u955c\u50cf\u5728ARM64\u67b6\u6784\u670d\u52a1\u5668\u4e0a\u5177\u6709\u826f\u597d\u7684\u517c\u5bb9\u6027\u548c\u53ef\u7528\u7684\u6027\u80fd\u8868\u73b0\u3002\u867d\u7136\u5728\u8d44\u6e90\u53d7\u9650\u7684\u8bbe\u5907\u4e0a\u63a8\u7406\u901f\u5ea6\u76f8\u5bf9\u8f83\u6162&#xff0c;\u4f46\u901a\u8fc7\u5408\u7406\u7684\u4f18\u5316\u548c\u914d\u7f6e&#xff0c;\u5b8c\u5168\u53ef\u4ee5\u5728\u5404\u79cdARM64\u73af\u5883\u4e2d\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n<p>\u5173\u952e\u6210\u529f\u56e0\u7d20\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u6b63\u786e\u7684\u7cfb\u7edf\u73af\u5883\u914d\u7f6e<\/li>\n<li>\u5408\u9002\u7684\u8d44\u6e90\u7ba1\u7406\u7b56\u7565<\/li>\n<li>\u9488\u5bf9\u6027\u7684\u6027\u80fd\u4f18\u5316\u8c03\u6574<\/li>\n<li>\u5b9a\u671f\u7684\u670d\u52a1\u76d1\u63a7\u548c\u7ef4\u62a4<\/li>\n<\/ul>\n<p>\u5bf9\u4e8e\u9700\u8981\u5728\u8fb9\u7f18\u8bbe\u5907\u90e8\u7f72\u8bed\u97f3\u8bc6\u522b\u529f\u80fd\u7684\u5f00\u53d1\u8005&#xff0c;SenseVoice-small-ONNX\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u3001\u591a\u8bed\u8a00\u652f\u6301\u7684\u4f18\u79c0\u89e3\u51b3\u65b9\u6848\u3002\u968f\u7740ARM\u67b6\u6784\u5728\u670d\u52a1\u5668\u548c\u8fb9\u7f18\u8ba1\u7b97\u9886\u57df\u7684\u666e\u53ca&#xff0c;\u8fd9\u79cd\u517c\u5bb9\u6027\u9a8c\u8bc1\u5c06\u4e3a\u66f4\u591a\u5e94\u7528\u573a\u666f\u63d0\u4f9b\u6280\u672f\u53c2\u8003\u3002<\/p>\n<hr \/>\n<p>\u83b7\u53d6\u66f4\u591aAI\u955c\u50cf<\/p>\n<p>\u60f3\u63a2\u7d22\u66f4\u591aAI\u955c\u50cf\u548c\u5e94\u7528\u573a\u666f&#xff1f;\u8bbf\u95ee CSDN\u661f\u56fe\u955c\u50cf\u5e7f\u573a&#xff0c;\u63d0\u4f9b\u4e30\u5bcc\u7684\u9884\u7f6e\u955c\u50cf&#xff0c;\u8986\u76d6\u5927\u6a21\u578b\u63a8\u7406\u3001\u56fe\u50cf\u751f\u6210\u3001\u89c6\u9891\u751f\u6210\u3001\u6a21\u578b\u5fae\u8c03\u7b49\u591a\u4e2a\u9886\u57df&#xff0c;\u652f\u6301\u4e00\u952e\u90e8\u7f72\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>SenseVoice-small-ONNX\u955c\u50cf\u90e8\u7f72\u6559\u7a0b&#xff1a;ARM64\u670d\u52a1\u5668\u517c\u5bb9\u6027\u9a8c\u8bc1\u62a5\u544a<br \/>\n1. \u9879\u76ee\u6982\u8ff0<br \/>\nSenseVoice-small-ONNX\u662f\u4e00\u4e2a\u57fa\u4e8eONNX\u91cf\u5316\u7684\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522b\u670d\u52a1&#xff0c;\u4e13\u95e8\u9488\u5bf9\u8fb9\u7f18\u8ba1\u7b97\u548c\u8d44\u6e90\u53d7\u9650\u73af\u5883\u8fdb\u884c\u4e86\u4f18\u5316\u3002\u8fd9\u4e2a\u955c\u50cf\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u8bed\u97f3\u8f6c\u5199\u89e3\u51b3\u65b9\u6848&#xff0c;\u652f\u6301\u4e2d\u6587\u3001\u7ca4\u8bed\u3001\u82f1\u8bed\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u7b49\u591a\u79cd\u8bed\u8a00\u8bc6\u522b\u3002<br \/>\n\u5728\u5b9e\u9645\u90e8\u7f72\u8fc7\u7a0b\u4e2d&#xff0c;\u6211\u4eec\u53d1\u73b0\u5f88\u591a\u5f00\u53d1\u8005\u9700\u8981\u5728ARM64\u67b6\u6784\u7684\u670d\u52a1\u5668\u4e0a\u90e8\u7f72\u8bed\u97f3\u8bc6\u522b\u670d\u52a1&#xff0c;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[7591,9288,1395,671],"topic":[],"class_list":["post-83125","post","type-post","status-publish","format-standard","hentry","category-server","tag-ai","tag-onnx","tag-1395","tag-671"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>SenseVoice-small-ONNX\u955c\u50cf\u90e8\u7f72\u6559\u7a0b\uff1aARM64\u670d\u52a1\u5668\u517c\u5bb9\u6027\u9a8c\u8bc1\u62a5\u544a - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, 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SenseVoice-small-ONNX\u662f\u4e00\u4e2a\u57fa\u4e8eONNX\u91cf\u5316\u7684\u591a\u8bed\u8a00\u8bed\u97f3\u8bc6\u522b\u670d\u52a1&#xff0c;\u4e13\u95e8\u9488\u5bf9\u8fb9\u7f18\u8ba1\u7b97\u548c\u8d44\u6e90\u53d7\u9650\u73af\u5883\u8fdb\u884c\u4e86\u4f18\u5316\u3002\u8fd9\u4e2a\u955c\u50cf\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u8bed\u97f3\u8f6c\u5199\u89e3\u51b3\u65b9\u6848&#xff0c;\u652f\u6301\u4e2d\u6587\u3001\u7ca4\u8bed\u3001\u82f1\u8bed\u3001\u65e5\u8bed\u3001\u97e9\u8bed\u7b49\u591a\u79cd\u8bed\u8a00\u8bc6\u522b\u3002 \u5728\u5b9e\u9645\u90e8\u7f72\u8fc7\u7a0b\u4e2d&#xff0c;\u6211\u4eec\u53d1\u73b0\u5f88\u591a\u5f00\u53d1\u8005\u9700\u8981\u5728ARM64\u67b6\u6784\u7684\u670d\u52a1\u5668\u4e0a\u90e8\u7f72\u8bed\u97f3\u8bc6\u522b\u670d\u52a1&#xff0c;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/83125.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-25T09:17:07+00:00\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/83125.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/83125.html\",\"name\":\"SenseVoice-small-ONNX\u955c\u50cf\u90e8\u7f72\u6559\u7a0b\uff1aARM64\u670d\u52a1\u5668\u517c\u5bb9\u6027\u9a8c\u8bc1\u62a5\u544a - 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