{"id":45862,"date":"2023-03-10T15:06:20","date_gmt":"2023-10-30T15:53:35","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45862-2\/"},"modified":"2024-04-29T18:15:50","modified_gmt":"2024-04-29T10:15:50","slug":"45862-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45862-2\/","title":{"rendered":""},"content":{"rendered":"<h1>\u767a\u7aef<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter Lab \u3067\u97f3\u3092\u9332\u308a\u305f\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>localhost \u3067\u52d5\u304b\u3059\u306a\u3089\u3001sounddevice \u3067\u9332\u97f3\u3067\u304d\u308b\u304c\u3001\u9060\u9694\u30b5\u30fc\u30d0\u3067\u52d5\u304f Jupyter Lab \u3067\u306f\u305d\u3046\u3082\u3044\u304b\u306a\u3044<br \/>\n\u30af\u30e9\u30a4\u30a2\u30f3\u30c8PC\u306e\u30a6\u30a7\u30d6\u30d6\u30e9\u30a6\u30b6\u3067\u97f3\u3092\u9332\u308c\u305f\u3089\u3044\u3044\u306a\u3002Web Audio API\u306b\u624b\u3092\u51fa\u3059\u304b\uff01<\/p>\n<p>ipywebrtc \u306f\u6b32\u3057\u3044\u3082\u306e\u306b\u8fd1\u3044\u306e\u3060\u304c\u3001\u3084\u306f\u308a ScriptProcessor \u3092\u4f7f\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u3042\u308b\u3002<\/p>\n<p>\u73fe\u72b6\u3067\u306f\u3001ScriptProcessor \u3092\u4f7f\u3063\u305f\u4f8b\u3092\u516c\u958b\u3057\u3066\u3044\u308b\u30a6\u30a7\u30d6\u30da\u30fc\u30b8\u304c\u591a\u3044\u5370\u8c61\u3002<br \/>\n\u6620\u50cf\u306f\u3044\u3044\u304b\u3089\u3001\u97f3\u58f0\u3092\u30b5\u30af\u30c3\u3068\u624b\u306b\u5165\u308c\u305f\u3044\u306e\u3060\u3002<\/p>\n<h1>Jupyter extension \u306e\u958b\u767a<\/h1>\n<p>ipyaudioworklet \u3068\u3044\u3046 Jupyter Lab Extension \u4f5c\u308a\u307e\u3057\u305f\u3002<br \/>\n\u6b63\u78ba\u306b\u306f\u3001ipywidgets \u306e custom widgets \u306a\u306e\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001Jupyter Lab \u3067\u52d5\u304b\u3059\u3053\u3068\u3057\u304b\u8003\u3048\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Binder \u3092\u4f7f\u3063\u3066\u3001\u30c7\u30e2\u3068\u3057\u3066\u3001\u9332\u97f3GUI\u306e\u8868\u793a\u3068\u3001\u9332\u97f3\u5f8c\u306e\u3061\u3087\u3063\u3068\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u4f8b\u3092\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n<blockquote><p>ipywidgets \u306b\u4f9d\u5b58\u3057\u3066\u3044\u308b\u306e\u3067\u3001Google colab\u3067\u306f\u3001\u591a\u5206\u52d5\u304b\u306a\u3044\u3068\u601d\u308f\u308c\u307e\u3059\u3002<\/p><\/blockquote>\n<h2>\u30a6\u30ea<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u3069\u3053\u304b\u306e\u958b\u767a\u30ce\u30fc\u30c9\u4e0a\u3067\u52d5\u304b\u3057\u3066\u3044\u308b Jupyter Lab \u3092\u4f7f\u3063\u3066\u3044\u3066\u3082\u3001<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u30af\u30e9\u30a4\u30a2\u30f3\u30c8PC\u306e\u30de\u30a4\u30af\u3067\u53ce\u9332\u3057\u305f\u97f3\u3092\u3001<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OPUS encoding \u3055\u308c\u305fWAV\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001\u751f\u306ePCM\u3068\u3057\u3066\u9332\u97f3\u3067\u304d\u308b\u3057\u3001<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u4e00\u767a\u3067 numpy.ndarray(dtype=numpy.float32) \u3068\u3057\u3066\u97f3\u58f0\u30c7\u30fc\u30bf\u5217\u304c\u624b\u306b\u5165\u308b\u3088<\/ul>\n<p>\u3068\u3044\u3046\u8a00\u8449\u304c\u523a\u3055\u308b\u97f3\u58f0\u7814\u7a76\u8005\u306f\u591a\u3044\u30fb\u30fb\u30fb\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30aa\u30d5\u30a3\u30b7\u30e3\u30eb\u5bc4\u308a\u306a\u60c5\u5831\u6e90<\/h2>\n<p>\u3060\u3044\u305f\u3044\u3001\u4ee5\u4e0b\u3092\u53c2\u8003\u306b\u3057\u306a\u304c\u3089\u4f5c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>&nbsp;<\/p>\n<blockquote><p>\u305f\u3060\u3001\u516c\u5f0f\u306e\u60c5\u5831\u901a\u308a\u306b\u5404\u30d6\u30e9\u30a6\u30b6\u304c\u5b9f\u88c5\u3057\u3066\u3044\u308b\u3068\u3082\u9650\u3089\u306a\u3044\u3002\u3002\u3002<\/p><\/blockquote>\n<h2>\u8208\u5473\u6df1\u304b\u3063\u305f\u70b9<\/h2>\n<p>\u3069\u3046\u3084\u3089\u6700\u8fd1\u306e API \u3067\u306f\u3001Auto Gain Control, noise suppression \u3068\u304b echo cancel \u304c\u5185\u8535(?)\u3055\u308c\u3066\u3044\u308b\u3093\u3067\u3059\u306d\u3002<br \/>\n\u660e\u793a\u7684\u306b\u7121\u52b9\u5316\u3057\u306a\u3044\u3068\u3001\u81ea\u52d5\u3067\u3059\u3079\u3066\u6709\u52b9\u5316\u3055\u308c\u308b\u3088\u3046\u3067\u3059\u3002\uff08\u30c7\u30d0\u30a4\u30b9\u4f9d\u5b58\uff1f\uff09<\/p>\n<p>ipyaudioworklet \u3067\u306f\u3001\u3042\u3048\u3066\u7121\u52b9\u5316\u3057\u307e\u3057\u305f\u304c\u30fb\u30fb\u30fb<\/p>\n<h1>\u958b\u767a\u4e0a\u306e\u3064\u3089\u304b\u3063\u305f\u70b9<\/h1>\n<p>Jupyter Lab \u3068 Web Audio API \u304c\u6df7\u3056\u308b\u3053\u3068\u3067\u3001\u3064\u3089\u3055\u306e\u5316\u5b66\u53cd\u5fdc\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u3001\u4e71\u6587\u3002<\/p>\n<h2>\u4e3b\u306b Web Audio API \u95a2\u4fc2<\/h2>\n<p>OS\u3084\u30d6\u30e9\u30a6\u30b6\u3054\u3068\u306b\u6319\u52d5\u304c\u9055\u3044\u3059\u304e\u308b\u3001\u306e\u4e00\u8a00\u306b\u5c3d\u304d\u308b\u306e\u3067\u3059\u3002<br \/>\n\u4f8b\u3048\u3070\uff1a<\/p>\n<h3>sampleRate \u3092\u5909\u3048\u308b\u5b9f\u88c5\u306f\u5b9f\u73fe\u3067\u304d\u308b\u306e\u3060\u308d\u3046\u304b\u30fb\u30fb\u30fb\uff1f<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u57fa\u672c\u7684\u306b\u306f\u3001AudioContext \u3068 MediaDevices.getUseMedia() \u306e constraints \u306e\u4e21\u65b9\u3067 sampleRate \u3092\u6307\u5b9a\u3059\u308c\u3070\u3088\u3055\u305d\u3046\u3060\u304c\u3001\u307e\u3041\u52d5\u304b\u306a\u3044\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u305d\u3082\u305d\u3082 AudioContext \u3067\u6307\u5b9a\u3057\u305f\u3068\u3053\u308d\u3067\u3001\u8fd4\u3063\u3066\u304f\u308b\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306f sampleRate \u304c\u56fa\u5b9a\u3055\u308c\u308b\u3002<\/p>\n<p>getUserMedia \u306e constraints \u3067sampleRate\u3092\u6307\u5b9a\u3059\u308b\u3088\u3046\u306a\u30b5\u30f3\u30d7\u30eb\u304c\u3001\u5df7\u306b\u3042\u3075\u308c\u304b\u3048\u3063\u3066\u3044\u308b\u304c\u3001\u3059\u3054\u304f\u30e4\u30d0\u3044\u3002<br \/>\n&#8211; \u4f55\u3092\u6307\u5b9a\u3057\u3088\u3046\u304c AudioContext \u306esampleRate\u4f9d\u5b58\u3067\u9332\u3063\u3066\u3044\u308b\u52d5\u304d\u3092\u3059\u308b\u30d6\u30e9\u30a6\u30b6\u304c\u3042\u308b\u3002<br \/>\n&#8211; \u305d\u3057\u3066\u3001AudioTrack \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9 \u306e getSettings() \u306e\u623b\u308a\u5024\u3092\u78ba\u8a8d\u3059\u308b\u3068\u3001constraints \u3067\u6307\u5b9a\u3057\u305f\u5024\u3092\u8fd4\u3057\u3066\u304f\u308c\u305f\u308a\u3059\u308b\u3002\uff08\u3060\u304c\u3001\u3053\u306e\u6570\u5b57\u306f\u307e\u3063\u305f\u304f\u610f\u5473\u304c\u306a\u3044\uff09<\/p>\n<p>44,100 Hz \u3092\u6307\u5b9a\u3057\u305f\u3064\u3082\u308a\u304c\u3001\u5b9f\u969b\u306f 48,000 Hz \u3067\u9332\u3089\u308c\u3066\u3044\u308b\u3001\u306a\u3093\u3066\u306e\u3082\u3042\u308b\u3002<br \/>\n\u305d\u306e\u3050\u3089\u3044\u306e\u5dee\u3060\u3068\u3001\u81ea\u5206\u306e\u97f3\u58f0\u3068\u304b\u3092\u805e\u304d\u306a\u308c\u3066\u3044\u306a\u3044\u4eba\u306f\u300c\u3053\u3093\u306a\u3082\u306e\u304b\u300d\u3068\u601d\u3063\u3066\u3057\u307e\u3046\u306e\u3067\u306f\u306a\u3044\u304b\u3002<\/p>\n<p>AudioContext \u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u307e\u307e\u751f\u6210\u3055\u308c\u308b\u304c\u307e\u307e\u306b\u5229\u7528\u3001getUserMedia \u306e constraints \u306e sampleRate \u306b\u306f AudioContext\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306esampleRate \u3092\u4e0e\u3048\u308b\u3001\u3068\u3044\u3046\u5b9f\u88c5\u304c\u4e00\u756a\u7121\u96e3\u306a\u5f62\u3060\u3063\u305f\u3002<\/p>\n<h3>32 bit float \u3067\u97f3\u30c7\u30fc\u30bf\u304c\u5f97\u3089\u308c\u308b\u304c\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u7684\u306b\u91cf\u5b50\u5316\u30d3\u30c3\u30c8\u6570\u304c 32 bit \u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u3044<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u91cf\u5b50\u5316\u30d3\u30c3\u30c8\u6570\u304c 16 bit \u3060\u308d\u3046\u304c 24 bit \u3060\u308d\u3046\u304c\u3001\u3068\u3082\u304b\u304f\u5f97\u3089\u308c\u308b\u306e\u306f -1 \uff5e +1 \u3068\u3044\u3046\u3060\u3051\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>16 bit\u306e\u6574\u6570\u309232768($=2^{15}$)\u3067\u5272\u3063\u305f\u5b9f\u6570\u3092\u624b\u306b\u5165\u308c\u305f\u3068\u3053\u308d\u3067\u3001\u53ce\u9332\u6642\u70b9\u306e\u91cf\u5b50\u5316\u30d3\u30c3\u30c8\u6570\u306f16 bit\u306a\u308f\u3051\u3067\u3002\u3002\u3002<\/p>\n<p>getUserMedia \u306e\u5f8c\u3067\u3001\u5b9f\u969b\u306b\u8a2d\u5b9a\u3055\u308c\u305f\u91cf\u5b50\u5316\u30d3\u30c3\u30c8\u6570(sampleSize)\u3092\u624b\u306b\u5165\u308c\u3089\u308c\u308b\u304c\u3001\u3053\u308c\u307e\u305f\u30d6\u30e9\u30a6\u30b6\u4f9d\u5b58\u3067\u3042\u308a\u3001\u5024\u3092\u8fd4\u3059\u30d6\u30e9\u30a6\u30b6\u3068\u3001\u305d\u3093\u306a\u9805\u76ee\u3059\u3089\u8fd4\u3057\u3066\u304f\u308c\u306a\u3044\u30d6\u30e9\u30a6\u30b6\u304c\u5b58\u5728\u3059\u308b\u3002<br \/>\n\u7d50\u5c40\u306e\u3068\u3053\u308d\u3001constraints \u3067 sampleSize \u306f\u4e0e\u3048\u3089\u308c\u305d\u3046\u3060\u304c\u3001sampleRate\u306b\u95a2\u3059\u308b\u6319\u52d5\u3092\u601d\u3046\u3068\u3001\u6b63\u3057\u304f\u50cd\u3044\u3066\u3044\u308b\u306e\u304b\u3069\u3046\u304b\u3001\u5b9a\u304b\u3067\u306f\u306a\u3044\u3002<\/p>\n<h3>Noise supplession \u7b49\u306e\u6a5f\u80fd\u306f\u9762\u767d\u3044\u3001\u304c\u3001\u3001\u3001\u30c1\u30e3\u30cd\u30eb\u6570\u304c\u5909\u308f\u3063\u3066\u3057\u307e\u3046<\/h3>\n<p>\u30de\u30eb\u30c1\u30c1\u30e3\u30cd\u30eb\u4fe1\u53f7\u3092\u51e6\u7406\u3057\u3066\u3001\u30b7\u30f3\u30b0\u30eb\u30c1\u30e3\u30cd\u30eb\u4fe1\u53f7\u3092\u4f5c\u3063\u3066\u308b\u3068\u8003\u3048\u308c\u3070\u3001\u305d\u308c\u306f\u305d\u3046\u3001\u3068\u7d0d\u5f97\u3067\u304d\u308b\u3002<br \/>\n\u3060\u304c\u30fb\u30fb\u30fb<\/p>\n<p>autoGainControl, echoCancellation, noiseSuppression \u3092 False \u306b\u3057\u305f\u5834\u5408\u3001\u30c1\u30e3\u30cd\u30eb\u6570\u304c\u30de\u30c1\u30de\u30c1\u306b\u306a\u308b<\/p>\n<p>\u30d6\u30e9\u30a6\u30b6\u306b\u3088\u3063\u3066\u30012\u30c1\u30e3\u30cd\u30eb\u8fd4\u3063\u3066\u304d\u305f\u308a\u30011\u30c1\u30e3\u30cd\u30eb\u8fd4\u3063\u3066\u304d\u305f\u308a\u3002<br \/>\nconstraints \u3067\u30c1\u30e3\u30cd\u30eb\u3092 1 \u306b\u3057\u305f\u3089 1 \u306b\u3057\u3066\u307b\u3057\u3044\u3002(exact\u6307\u5b9a\u3057\u3066\u3082\u52b9\u304b\u306a\u3044)<\/p>\n<p>\u7121\u99c4\u304c\u591a\u3044\u306a\u3068\u601d\u3044\u3064\u3064\u3001ipyaudioworklet \u3067\u306f\u3001\u5168\u30c1\u30e3\u30cd\u30eb\u3092\u5e73\u5747\u3059\u308b\u51e6\u7406\u3092\u5f37\u5236\u3057\u3066\u3044\u308b\u3002<\/p>\n<h2>Jupyter Lab (or, ipywidget extension) \u95a2\u4fc2<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Jupyter Lab \u5074\u306e\u516c\u5f0f\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3092\u5b9f\u884c\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u65e5\u672c\u8a9e\u570f\u306eWindows\u30e6\u30fc\u30b6\u306f\u3001\u304a\u305d\u3089\u304f\u30c6\u30f3\u30d7\u30ec\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3059\u3089\u3067\u304d\u306a\u3044<\/ul>\n<\/li>\n<\/ul>\n<p>\u53c2\u8003\uff1ahttps:\/\/jupyterlab.readthedocs.io\/en\/stable\/extension\/extension_dev.html<\/p>\n<p>copier \u306e\u554f\u984c\u3002<\/p>\n<p>https:\/\/peps.python.org\/pep-0540\/ \u3092\u53c2\u8003\u306b\u3001windows\u7aef\u672b\u306a\u3089 set PYTHONUTF8=1 \u3067\u74b0\u5883\u5909\u6570\u8a2d\u5b9a\u3059\u308c\u3070\u3001\u554f\u984c\u306a\u304f\u4f5c\u308c\u308b\u3088\u3046\u306b\u306a\u308b\u3002<\/p>\n<p>Jupyter Lab\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u304c\u96e3\u3057\u3044<\/p>\n<p>\u3053\u308c\u306f\u3001\u81ea\u5206\u306e\u7406\u89e3\u529b\uff06\u6280\u8853\u529b\u304c\u306a\u3055\u3059\u304e\u308b\u305b\u3044\u306a\u306e\u3067\u3001\u3069\u3046\u3057\u3088\u3046\u3082\u306a\u3044\u3002\u3002<\/p>\n<p>ipywidgets \u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u306b\u6cbf\u3063\u3066\u4f5c\u308b\u3068\u6bd4\u8f03\u7684\u697d\u3060\u3068\u308f\u304b\u3063\u305f\u306e\u3067\u3001\u305d\u3061\u3089\u306b\u79fb\u884c\u3002<\/p>\n<p>\u53c2\u8003\uff1ahttps:\/\/github.com\/jupyter-widgets\/widget-ts-cookiecutter<\/p>\n<h2>\u5316\u5b66\u53cd\u5fdc<\/h2>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Web Audio API \u306e\u3044\u304f\u3064\u304b\u306b\u3064\u3044\u3066\u306f\u3001HTTPS\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8 \u304c\u5fc5\u8981\u3068\u3055\u308c\u3066\u3044\u308b\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>\u6c3e\u6feb\u3057\u3066\u3044\u308b ScriptWorkletProcessor \u306a\u3089\u8003\u3048\u306a\u304f\u3066\u3082\u3088\u3044<br \/>\nJupyter Lab \u306e\u62e1\u5f35\u6a5f\u80fd\u3068\u3057\u3066\u52d5\u304b\u3057\u305f\u3044\u306e\u3060\u304b\u3089\u3001Jupyter Lab \u3067\u3082SSL\u8a3c\u660e\u66f8\u3092\u4e0e\u3048\u306a\u3044\u3068\u3044\u3051\u306a\u3044<\/p>\n<p>\u9069\u5207\u306a\u7ba1\u7406\u8005\u304c\u3044\u308b\u3088\u3046\u306a Jupyter Hub Lab \u3067\u3082\u4f7f\u3063\u3066\u306a\u3044\u9650\u308a\u3001http \u3067\u4f7f\u3044\u7d9a\u3051\u308b\u4eba\u304c\u591a\u3044\u306e\u3067\u306f\u3002\uff08\u97f3\u306e\u7814\u7a76\u8005\u3067\u306f\u3001\u305d\u3093\u306a\u3053\u3068\u8003\u3048\u308b\u4eba\u306f\u9650\u308a\u306a\u304f\u30ec\u30a2\u3068\u601d\u308f\u308c\u308b\u3002\uff09<br \/>\n\u30aa\u30ec\u30aa\u30ec\u8a3c\u660e\u66f8\u306e\u4f5c\u6210\u7d4c\u9a13\u304c\u3042\u308b\u3068\u3069\u3046\u306b\u304b\u306a\u308b\u3002\uff08\u305d\u3093\u306a\u7d4c\u9a13\u304c\u3042\u308b\u3001\u30aa\u30fc\u30c7\u30a3\u30aa\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3069\u308c\u3050\u3089\u3044\u3044\u308b\u3068\u3044\u3046\u306e\u304b\u30fb\u30fb\u30fb\uff1f\uff09<\/p>\n<p>AudioWorkletProcessor \u306e\u5b9f\u88c5\u306f\u3001\u547c\u3073\u51fa\u3057\u5074\u3068\u306f\u72ec\u7acb\u3057\u305f JavaScript \u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b<\/p>\n<p>ipywidget \u306e custom widget \u30c6\u30f3\u30d7\u30ec\u3067 typescript \u306b\u3088\u308b\u5b9f\u88c5\u3092\u9078\u3076\u3068\u3001webpack \u304c\u3082\u308c\u306a\u304f1\u3064\u306ejs\u30d5\u30a1\u30a4\u30eb\u306b\u307e\u3068\u3081\u3066 minify \u3057\u3066\u304f\u308c\u308b\u3057\u3001\u306a\u3093\u306a\u3089\u30d5\u30a1\u30a4\u30eb\u540d\u3082\u30e6\u30cb\u30fc\u30af\u306a\u540d\u524d\u306b\u3057\u3066\u304f\u308c\u308b\u3002\uff08\u56fa\u5b9a\u306e\u540d\u524d\u3067\u53c2\u7167\u3067\u304d\u306a\u3044\u3002\uff09<br \/>\n\u5f37\u5f15\u306a\u65b9\u6cd5\u3067\u72ec\u7acb\u3057\u305f js \u30d5\u30a1\u30a4\u30eb\u3092extension\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u30b3\u30d4\u30fc\u3059\u308b\u3068\u3044\u3046\u8352\u696d\u3067\u56de\u907f\u306f\u3067\u304d\u308b\u3002\uff08\u3082\u3063\u3068\u3044\u3044\u65b9\u6cd5\u304c\u3042\u308a\u305d\u3046\u3060\u304c\u3001\u3053\u308c\u3082\u30a6\u30a7\u30d6\u7cfb\u306e\u958b\u767a\u77e5\u8b58\u4e0d\u8db3\u3067\u3069\u3046\u306b\u3082\u3067\u304d\u306a\u3044\u3002\uff09<\/p>\n<h1>\u304a\u308f\u308a\u306b<\/h1>\n<p>\u97f3\u306e\u3053\u3068\u3092\u3088\u304f\u308f\u304b\u3063\u3066\u3044\u3066\u3001\u304b\u3064\u3001Web\u7cfb\u306e\u958b\u767a\u306e\u77e5\u8b58\u3082\u8c4a\u5bcc\u3067\u3001\u304b\u3064\u3001Windows &amp; Linux (&amp; Mac) \u306b\u3042\u308b\u7a0b\u5ea6\u7cbe\u901a\u3057\u3066\u3044\u3066\u3001\u304b\u3064\u3001\u30b5\u30fc\u30d0\u7ba1\u7406\u3082\u3069\u3093\u3068\u6765\u3044\u3001\u307f\u305f\u3044\u306a\u4eba\u6750\u304c\u4e16\u306e\u4e2d\u306b\u3082\u3063\u3068\u5897\u3048\u305f\u3089\u3044\u3044\u306a\u3001\u3068\u601d\u3044\u307e\u3057\u305f\u3002<\/p>\n<h1>Acknoledgements<\/h1>\n<p>\u7d20\u6674\u3089\u3057\u3044\u5148\u4eba\u306e\u958b\u767a\u8005\u306e\u7686\u69d8\u306b\u611f\u8b1d\u3057\u307e\u3059\u3002<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u767a\u7aef Jupyter Lab \u3067\u97f3\u3092\u9332\u308a\u305f\u3044\u3002 localhost \u3067\u52d5\u304b\u3059\u306a\u3089\u3001sounddevice \u3067\u9332 [&hellip;]<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45862","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/45862-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u767a\u7aef Jupyter Lab \u3067\u97f3\u3092\u9332\u308a\u305f\u3044\u3002 localhost \u3067\u52d5\u304b\u3059\u306a\u3089\u3001sounddevice \u3067\u9332 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45862-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-30T15:53:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T10:15:50+00:00\" \/>\n<meta name=\"author\" content=\"\u65b0, \u97f5\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u65b0, \u97f5\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u5206\" \/>\n<script type=\"application\/ld+json\" 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