{"id":409,"date":"2022-09-22T19:45:27","date_gmt":"2022-09-22T19:45:27","guid":{"rendered":"https:\/\/avadawebsites.wpengine.com\/business\/?p=409"},"modified":"2024-04-26T14:18:24","modified_gmt":"2024-04-26T05:18:24","slug":"12-best-audio-datasets-for-machine-learning","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/12-best-audio-datasets-for-machine-learning\/","title":{"rendered":"\uff11\uff12\u306e\u304a\u3059\u3059\u3081\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u3088\u308b\u97f3\u58f0\u8a8d\u8b58\u306e\u4ed5\u7d44\u307f"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container has-pattern-background has-mask-background nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1372.8px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p>\u97f3\u58f0\u30a2\u30b7\u30b9\u30c8\u306e\u30d3\u30b8\u30cd\u30b9\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u306f\u898b\u9003\u3055\u308c\u304c\u3061\u3067\u3059\u3002\u5358\u306a\u308b\u5ba3\u4f1d\u6d3b\u52d5\u306e\u4e00\u74b0\u3068\u3057\u3066\u7247\u4ed8\u3051\u3089\u308c\u3066\u3057\u307e\u3046\u3053\u3068\u3082\u591a\u3044\u306e\u3067\u3059\u304c\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u3059\u3067\u306b\u3001\u9867\u5ba2\u306e\u5f85\u3061\u6642\u9593\u306e\u77ed\u7e2e\u304b\u3089\u4f1a\u8b70\u306e\u30b9\u30af\u30b8\u30e5\u30fc\u30eb\u306e\u7ba1\u7406\u307e\u3067\u3001\u591a\u304f\u306e\u4f01\u696d\u3067\u69d8\u3005\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u751f\u7523\u6027\u3084\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u3001\u9867\u5ba2\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u306e\u5411\u4e0a\u306e\u9762\u3067\u30e1\u30ea\u30c3\u30c8\u3092\u4eab\u53d7\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u3001\u30d3\u30b8\u30cd\u30b9\u7528\u9014\u3067\u72ec\u81ea\u306e\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u306f\u691c\u8a0e\u306b\u5024\u3059\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3057\u304b\u3057\u3069\u3053\u304b\u3089\u958b\u767a\u30d7\u30ed\u30bb\u30b9\u3092\u59cb\u3081\u308c\u3070\u3088\u3044\u304b\u306e\u5224\u65ad\u304c\u96e3\u3057\u3044\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u3044\u304f\u3064\u304b\u306e\u8907\u96d1\u306a\u8981\u7d20\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u6a5f\u68b0\u5b66\u7fd2\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u540c\u69d8\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u52b9\u679c\u7684\u306b\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u306f\u6df1\u3044\u77e5\u8b58\u3068\u7d4c\u9a13\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u3067\u3082\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u3067\u306a\u3044\u3068\u72ec\u81ea\u306e\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u958b\u767a\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u6280\u8853\u306e\u5185\u90e8\u306e\u4ed5\u7d44\u307f\u3092\u7406\u89e3\u3059\u308b\u3068\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u69cb\u7bc9\u306b\u5411\u304b\u3063\u3066\u78ba\u304b\u306a\u57fa\u790e\u3092\u7bc9\u304f\u305f\u3081\u306b\u5927\u3044\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3067\u306f\u3001\u305d\u308c\u306b\u76ee\u6a19\u3092\u5b9a\u3081\u3066\u3001\u3053\u306e\u65b0\u3057\u3044\u6280\u8853\u306e\u88cf\u306b\u3042\u308b\u30d7\u30ed\u30bb\u30b9\u3084\u512a\u308c\u305f\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u4f5c\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3092\u3044\u304f\u3064\u304b\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:20px;margin-bottom:20px;width:100%;\"><div class=\"fusion-separator-border sep-single sep-dotted\" style=\"--awb-height:20px;--awb-amount:20px;--awb-sep-color:var(--awb-color4);border-color:var(--awb-color4);border-top-width:1px;\"><\/div><\/div><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:20px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u4ed5\u7d44\u307f<\/h3><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-margin-top:20px;\"><p>\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u97f3\u58f0\u30a4\u30f3\u30d7\u30c3\u30c8\u3092\u53d7\u4fe1\u3057\u3066\u304b\u3089\u9069\u5207\u306b\u56de\u7b54\u3059\u308b\u307e\u3067\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u624b\u9806\u3092\u8e0f\u3093\u3067\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30c1\u30fc\u30e0\u4f1a\u8b70\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u3088\u3046\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306b\u983c\u3093\u3060\u3068\u3057\u307e\u3057\u3087\u3046\u3002\u3053\u306e\u30bf\u30b9\u30af\u304c\u884c\u308f\u308c\u308b\u307e\u3067\u306e\u624b\u9806\u3092\u3056\u3063\u3068\u307e\u3068\u3081\u308b\u3068\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div><ul style=\"--awb-size:17px;--awb-iconcolor:var(--awb-color5);--awb-line-height:28.9px;--awb-icon-width:28.9px;--awb-icon-height:28.9px;--awb-icon-margin:11.9px;--awb-content-margin:40.8px;--awb-circlecolor:var(--awb-color2);--awb-circle-yes-font-size:14.96px;\" class=\"fusion-checklist fusion-checklist-1 fusion-checklist-default type-icons\"><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-business-angle-right-solid\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u97f3\u58f0\u3092\u8a18\u9332\u3057\u3001\u80cc\u666f\u306e\u30ce\u30a4\u30ba\u3092\u524a\u9664\u3057\u3066\u97f3\u58f0\u3092\u69cb\u6210\u8981\u7d20\u306b\u5206\u89e3\u3057\u307e\u3059\u3002<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-business-angle-right-solid\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u97f3\u306e\u30d1\u30bf\u30fc\u30f3\u306b\u57fa\u3065\u3044\u3066\u3001\u305d\u306e\u97f3\u58f0\u3092\u6700\u3082\u53ef\u80fd\u6027\u304c\u9ad8\u3044\u3068\u8003\u3048\u3089\u308c\u308b\u6587\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-business-angle-right-solid\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u30c6\u30ad\u30b9\u30c8\u4e2d\u306e\u6700\u3082\u91cd\u8981\u306a\u8a9e\u53e5\u3068\u3001\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u306e\u610f\u56f3\u3092\u5224\u65ad\u3057\u307e\u3059\u3002<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-business-angle-right-solid\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u4f1a\u8b70\u306e\u6642\u9593\u3084\u65e5\u306b\u3061\u306b\u3064\u3044\u3066\u3082\u3063\u3068\u660e\u78ba\u306a\u60c5\u5831\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u8cea\u554f\u3092\u751f\u6210\u3057\u307e\u3059\u3002\u7b54\u3048\u306b\u5341\u5206\u81ea\u4fe1\u304c\u3042\u308b\u3068\u5224\u65ad\u3057\u305f\u5834\u5408\u306f\u3001\u8cea\u554f\u3092\u305b\u305a\u306b\u56de\u7b54\u3057\u307e\u3059\u3002<\/div><\/li><li class=\"fusion-li-item\" style=\"\"><span class=\"icon-wrapper circle-yes\"><i class=\"fusion-li-icon awb-business-angle-right-solid\" aria-hidden=\"true\"><\/i><\/span><div class=\"fusion-li-item-content\">\u6700\u5f8c\u306b\u3001\u30b3\u30de\u30f3\u30c9\u3092\u610f\u601d\u6c7a\u5b9a\u30a8\u30f3\u30b8\u30f3\u3067\u51e6\u7406\u3057\u3001\u4f1a\u8b70\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/div><\/li><\/ul><div class=\"fusion-text fusion-text-3\"><p>\u3053\u308c\u3089\u306e\u30bf\u30b9\u30af\u306e\u591a\u304f\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3066\u3044\u307e\u3059\u3002\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u3068\u306f\u3001\u8a00\u308f\u308c\u305f\u3053\u3068\u3092\u8a8d\u8b58\u3057\u3066\u305d\u306e\u610f\u5473\u3068\u9069\u5207\u306a\u884c\u52d5\u3092\u7406\u89e3\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u7406\u89e3\u3067\u304d\u308b\u8a00\u8a9e\u3067\u56de\u7b54\u3059\u308b\u3053\u3068\u306b\u5e83\u304f\u95a2\u308f\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u5206\u91ce\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-text fusion-text-4\"><p>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u4e2d\u306b\u306f\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306b\u7279\u306b\u95a2\u4fc2\u306e\u3042\u308b\u4e8c\u3064\u306e\u5c0f\u5206\u91ce\u304c\u3042\u308a\u307e\u3059\u3002 \u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u3068\u81ea\u7136\u8a00\u8a9e\u751f\u6210\u3067\u3059\u3002 \u305d\u306e\u540d\u524d\u306e\u793a\u3059\u901a\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u306f\u4e3b\u306b\u3001\u97f3\u58f0\u3084\u30c6\u30ad\u30b9\u30c8\u306e\u30a4\u30f3\u30d7\u30c3\u30c8\u3092\u691c\u51fa\u3057\u3066\u7406\u89e3\u3057\u3001\u610f\u5473\u3092\u89e3\u91c8\u3059\u308b\u6a5f\u68b0\u306e\u80fd\u529b\u306e\u3053\u3068\u3067\u3042\u308a\u3001 \u81ea\u7136\u8a00\u8a9e\u751f\u6210\u306f\u305d\u308c\u3068\u9006\u306e\u30d7\u30ed\u30bb\u30b9\u3092\u6271\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u304c\u751f\u6210\u3057\u305f\u56de\u7b54\u3092\u4eba\u9593\u304c\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306a\u30c6\u30ad\u30b9\u30c8\u3084\u97f3\u58f0\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<\/div><div class=\"fusion-text fusion-text-5\"><p>\u3042\u3089\u3086\u308b\u4e8b\u67c4\u3092\u8003\u616e\u306b\u5165\u308c\u308b\u3068\u3001\u5168\u3066\u306e\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u514b\u670d\u3059\u3079\u304d\u4e3b\u306a\u8ab2\u984c\u304c\u4e09\u3064\u3042\u308a\u307e\u3059\u3002 \u52b9\u679c\u7684\u306b\u6a5f\u80fd\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u97f3\u58f0\u3092\u30c6\u30ad\u30b9\u30c8\u5316\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u3055\u3089\u306b\u69cb\u9020\u5316\u3057\u3001\u30c7\u30fc\u30bf\u306e\u610f\u5473\u3092\u6b63\u78ba\u306b\u89e3\u91c8\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u8a73\u3057\u304f\u898b\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u5b9f\u7528\u7684\u306a\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30c4\u30fc\u30eb\u3092\u898b\u6975\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:40px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u97f3\u58f0\u8a8d\u8b58\u30fb\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u97f3\u58f0\u30b3\u30fc\u30d1\u30b9<\/h3><\/div><div class=\"fusion-text fusion-text-6\"><p>AI\u3092\u4f7f\u3063\u305f\u6280\u8853\u306e\u9032\u6b69\u306f\u3001\u753b\u50cf\u8a8d\u8b58\u3060\u3051\u3067\u306a\u304f\u97f3\u58f0\u8a8d\u8b58\u306b\u3082\u6765\u3066\u3044\u307e\u3059\u3002Amazon Alexa\u3084LINE Clova\u306a\u3069\u306e\u30b9\u30de\u30fc\u30c8\u30b9\u30d4\u30fc\u30ab\u30fc\u304c\u4f55\u304b\u3068\u8a71\u984c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3057\u3001\u8aad\u8005\u306e\u4e2d\u3067\u5b9f\u969b\u306b\u65e5\u5e38\u3067\u304a\u4f7f\u3044\u306b\u306a\u3089\u308c\u3066\u3044\u308b\u65b9\u3082\u3044\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3057\u304b\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u97f3\u58f0\u8a8d\u8b58\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u753b\u50cf\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u6bd4\u3079\u308b\u3068\u5c11\u306a\u3044\u3088\u3046\u306b\u601d\u3044\u307e\u3059\u3002\u4ee5\u4e0b\u306bWeb\u3067\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u97f3\u58f0\u30b3\u30fc\u30d1\u30b9\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<ol>\n<li><a href=\"https:\/\/research.google.com\/audioset\/\">AudioSet<\/a>: 632\u306e\u97f3\u97ff\u30a4\u30d9\u30f3\u30c8\u30af\u30e9\u30b9\u304b\u3089\u6210\u308b\u5927\u898f\u6a21\u306a\u30aa\u30f3\u30c8\u30ed\u30b8\u30fc\u3068\u3001YouTube\u30d3\u30c7\u30aa\u304b\u3089\u62bd\u51fa\u3057\u305f10\u79d2\u7a0b\u5ea6\u306e\u30b5\u30a6\u30f3\u30c9\u30af\u30ea\u30c3\u30d7\u306b\u4eba\u9593\u304c\u30e9\u30d9\u30eb\u4ed8\u3051\u3057\u305f2,084,320\u4ef6\u306e\u97f3\u58f0\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u308b\u3002<\/li>\n<li><a href=\"http:\/\/www.openslr.org\/12\/\">LibriSpeech<\/a>: \u30aa\u30fc\u30c7\u30a3\u30aa\u30d6\u30c3\u30af\u304b\u3089\u53ce\u96c6\u3057\u305f\u7d041000\u6642\u9593\u5206\u300116kHz\u306e\u82f1\u8a9e\u306b\u3088\u308b\u6717\u8aad\u97f3\u58f0\u306e\u30b3\u30fc\u30d1\u30b9\u3002\u614e\u91cd\u306b\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3001\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u304c\u884c\u308f\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"http:\/\/mivia.unisa.it\/datasets\/audio-analysis\/mivia-audio-events\/\">Mivia\u97f3\u97ff\u30a4\u30d9\u30f3\u30c8\u30c7\u30fc\u30bf<\/a>: \u30ac\u30e9\u30b9\u306e\u5272\u308c\u308b\u97f3\u3001\u9283\u58f0\u3001\u60b2\u9cf4\u306a\u3069\u3001\u76e3\u8996\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e6,000\u4ef6\u306e\u30a4\u30d9\u30f3\u30c8\u304c\u542b\u307e\u308c\u308b\u30024,200\u4ef6\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30681,800\u4ef6\u306e\u8a66\u9a13\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5206\u3051\u3089\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/Jakobovski\/free-spoken-digit-dataset\">\u767a\u8a71\u3055\u308c\u305f\u6570\u5b57\u306e\u7121\u6599\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u97f3\u58f0\u30b5\u30f3\u30d7\u30eb\u306e\u4e2d\u3067\u767a\u8a71\u3055\u308c\u305f\u6570\u5b57\u3092\u7279\u5b9a\u3059\u308b\u305f\u3081\u306b\u4f5c\u6210\u3055\u308c\u305f\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/groups.csail.mit.edu\/sls\/downloads\/flickraudio\/\">Flickr\u97f3\u58f0\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3<\/a>: 8,000\u679a\u306e\u81ea\u7136\u753b\u50cf\u306b\u4ed8\u3051\u3089\u308c\u305f40,000\u4ef6\u306e\u97f3\u58f0\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3002\u6559\u5e2b\u306a\u3057\u97f3\u58f0\u30d1\u30bf\u30fc\u30f3\u767a\u898b\u306e\u305f\u3081\u306b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u5b66\u7fd2\u624b\u6cd5\u3092\u8abf\u67fb\u3059\u308b\u76ee\u7684\u3067\u30012015\u5e74\u306b\u53ce\u96c6\u3055\u308c\u305f\u30b3\u30fc\u30d1\u30b9\u3002<\/li>\n<li><a href=\"http:\/\/mtg.upf.edu\/ismir2004\/contest\/tempoContest\/node5.html\">\u30dc\u30fc\u30eb\u30eb\u30fc\u30e0<\/a>: \u30dc\u30fc\u30eb\u30eb\u30fc\u30e0\u30c0\u30f3\u30b9\u306b\u95a2\u3059\u308b\u97f3\u58f0\u30c7\u30fc\u30bf\u3092\u30aa\u30f3\u30e9\u30a4\u30f3\u30ec\u30c3\u30b9\u30f3\u306a\u3069\u304b\u3089\u53ce\u96c6\u3002\u30c0\u30f3\u30b9\u30b9\u30bf\u30a4\u30eb\u306e\u7279\u5fb4\u306e\u629c\u7c8b\u3084\u30c6\u30f3\u30dd\u3092\u5b9f\u969b\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u63d0\u4f9b\u3002<\/li>\n<li><a href=\"https:\/\/nats.gitlab.io\/swc\/\">\u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u97f3\u58f0\u30b3\u30fc\u30d1\u30b9<\/a>: \u82f1\u8a9e\u3001\u30c9\u30a4\u30c4\u8a9e\u3001\u30aa\u30e9\u30f3\u30c0\u8a9e\u306e\u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u306e\u8a18\u4e8b\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3057\u305f\u30b3\u30fc\u30d1\u30b9\u3002\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3055\u308c\u305f\u6570\u767e\u6642\u9593\u5206\u306e\u97f3\u58f0\u304c\u542b\u307e\u308c\u308b\u3002\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u306f\u5143\u306ehtml\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li><a href=\"http:\/\/www.robots.ox.ac.uk\/~vgg\/data\/voxceleb\/\">VoxCeleb<\/a>: \u4eba\u9593\u306e\u4f1a\u8a71\u306e\u77ed\u3044\u30af\u30ea\u30c3\u30d7\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u97f3\u58f0\u3068\u6620\u50cf\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002YouTube\u306b\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\u30d3\u30c7\u30aa\u304b\u3089\u62bd\u51fa\u3002<\/li>\n<li><a href=\"https:\/\/github.com\/mdeff\/fma\">\u7121\u6599\u30df\u30e5\u30fc\u30b8\u30c3\u30af\u30a2\u30fc\u30ab\u30a4\u30d6<\/a>: \u30ce\u30fc\u30ab\u30c3\u30c8\u306e\u9ad8\u54c1\u8cea\u97f3\u58f0\u3001\u4e8b\u524d\u8a08\u7b97\u3055\u308c\u305f\u97f3\u97ff\u7684\u7279\u5fb4\u3001\u30c8\u30e9\u30c3\u30af\u30ec\u30d9\u30eb\u3068\u30e6\u30fc\u30b6\u30fc\u30ec\u30d9\u30eb\u306e\u30e1\u30bf\u30c7\u30fc\u30bf\u304b\u3089\u6210\u308b\u3002\u97f3\u697d\u5206\u6790\u306e\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<li><a href=\"https:\/\/labrosa.ee.columbia.edu\/millionsong\/\">\u767e\u4e07\u66f2<\/a>: \u73fe\u4ee3\u306e\u30dd\u30d4\u30e5\u30e9\u30fc\u30df\u30e5\u30fc\u30b8\u30c3\u30af100\u4e07\u66f2\u306e\u97f3\u97ff\u7684\u7279\u5fb4\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u304c\u7121\u6599\u3067\u5165\u624b\u53ef\u80fd\u3002<\/li>\n<li><a href=\"https:\/\/datasets.freesound.org\/\">Freesound<\/a>: Freesound\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u57fa\u306b\u4eba\u9593\u304c\u30e9\u30d9\u30eb\u4ed8\u3051\u3057\u305f\u97f3\u58f0\u30c7\u30fc\u30bf\u306e\u5171\u540c\u5236\u4f5c\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002<\/li>\n<li><a href=\"http:\/\/www.cs.tut.fi\/sgn\/arg\/dcase2017\/challenge\/download\">DCASE 2017\u30c1\u30e3\u30ec\u30f3\u30b8<\/a>: \u97f3\u97ff\u30b7\u30fc\u30f3\u3068\u30a4\u30d9\u30f3\u30c8\u5206\u6790\u306b\u95a2\u3059\u308b\u30ef\u30fc\u30af\u30b7\u30e7\u30c3\u30d7\u3067\u3042\u308bDCASE\u306e\u30bf\u30b9\u30af\u306e\u305f\u3081\u306b\u4f7f\u7528\u3001\u53ce\u96c6\u3055\u308c\u305f\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/li>\n<\/ol>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:40px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u97f3\u58f0\u30c7\u30fc\u30bf\u306e\u66f8\u304d\u8d77\u3053\u3057<\/h3><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-margin-top:20px;\"><p>\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u3001\u9a12\u304c\u3057\u3044\u74b0\u5883\u3067\u8907\u6570\u306e\u4eba\u304c\u8a71\u3059\u5358\u8a9e\u3084\u6587\u7ae0\u3092\u8b58\u5225\u3067\u304d\u306a\u304f\u3066\u306f\u306a\u308a\u307e\u305b\u3093\u3002\u4f8b\u3048\u3070\u3001\u95a2\u897f\u5f01\u306e\u8a71\u8005\u306b\u3088\u308b\u30ea\u30de\u30a4\u30f3\u30c0\u30fc\u3084\u3001\u718a\u672c\u5f01\u306e\u8a71\u8005\u304c\u53e3\u8ff0\u3057\u305f\u96fb\u5b50\u30e1\u30fc\u30eb\u3001\u5916\u56fd\u4eba\u304c\u30ab\u30bf\u30b3\u30c8\u306a\u65e5\u672c\u8a9e\u3067\u5c0b\u306d\u305f\u8cea\u554f\u306a\u3069\u3092\u660e\u78ba\u306b\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5f8c\u308d\u3067\u30c6\u30ec\u30d3\u306e\u97f3\u58f0\u304c\u6d41\u308c\u3066\u3044\u305f\u308a\u3001\u4ea4\u901a\u91cf\u306e\u591a\u3044\u4ea4\u5dee\u70b9\u3067\u8a71\u8005\u304c\u4fe1\u53f7\u5f85\u3061\u3092\u3057\u3066\u3044\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3069\u3053\u3067\u8ab0\u304c\u767a\u8a71\u3059\u308b\u304b\u306b\u3088\u3063\u3066\u3001\u97f3\u58f0\u306e\u500b\u3005\u306e\u8981\u7d20\u3082\u5168\u4f53\u3068\u3057\u3066\u306e\u97f3\u58f0\u3082\u5927\u304d\u304f\u5909\u5316\u3059\u308b\u3053\u3068\u304c\u304a\u5206\u308a\u3044\u305f\u3060\u3051\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u3044\u304f\u3064\u304b\u306e\u97f3\u58f0\u89e3\u6790\u30bf\u30b9\u30af\u306b\u3088\u3063\u3066\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u3053\u308c\u3089\u306e\u8ab2\u984c\u306b\u5bfe\u51e6\u3057\u3001\u6b63\u78ba\u306a\u97f3\u58f0\u6587\u5b57\u5909\u63db\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u97f3\u6e90\u5206\u96e2\u306f\u4e3b\u306b\u3001\u4e00\u3064\u3042\u308b\u3044\u306f\u8907\u6570\u306e\u4fe1\u53f7\u3092\u30a4\u30f3\u30d7\u30c3\u30c8\uff08\u3053\u306e\u5834\u5408\u3067\u306f\u4eba\u9593\u306e\u58f0\uff09\u304b\u3089\u5206\u96e2\u3057\u307e\u3059\u3002 \u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u6df7\u4e71\u3055\u305b\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u80cc\u666f\u306e\u30ce\u30a4\u30ba\u3092\u5168\u3066\u53d6\u308a\u9664\u304d\u307e\u3059\u3002\u305d\u306e\u5f8c\u3001\u97f3\u58f0\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001\u7279\u6027\u306b\u5fdc\u3058\u3066\u97f3\u58f0\u3092\u5c0f\u3055\u306a\u5358\u4f4d\u306b\u5206\u5272\u3057\u307e\u3059\u3002\u3053\u306e\u5358\u4f4d\u306f\u30d5\u30ec\u30fc\u30ba\u3084\u5358\u8a9e\u306e\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3057\u3001\u500b\u3005\u306e\u97f3\u306e\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002\u5206\u5272\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u97f3\u58f0\u306f\u3001\u51e6\u7406\u3057\u3084\u3059\u3044\u77ed\u3044\u5747\u8cea\u306a\u5358\u4f4d\u306b\u306a\u308a\u307e\u3059\u3002\u6700\u5f8c\u306b\u3001\u305d\u308c\u3089\u306e\u5358\u4f4d\u304c\u81ea\u52d5\u7684\u306b\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3055\u308c\u307e\u3059\u3002\u30c6\u30ad\u30b9\u30c8\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u306e\u304a\u304b\u3052\u3067\u3001 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class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:40px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u5316<\/h3><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-margin-top:20px;\"><p>\u4eba\u9593\u3068\u6a5f\u68b0\u306f\u7570\u306a\u308b\u65b9\u6cd5\u3067\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3057\u307e\u3059\u3002\u6a5f\u68b0\u304c\u30c6\u30ad\u30b9\u30c8\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u4e2d\u306e\u91cd\u8981\u306a\u8981\u7d20\u306b\u9069\u5207\u306a\u610f\u5473\u304c\u30bf\u30b0\u4ed8\u3051\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5fc5\u8981\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u8981\u7d20\u3092\u898b\u3064\u3051\u3066\u30bf\u30b0\u4ed8\u3051\u3059\u308b\u3053\u3068\u3092\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u3068\u547c\u3073\u307e\u3059\u3002<\/p>\n<p>\u56fa\u6709\u8868\u73fe\u3068\u306f\u3001\u6240\u5b9a\u306e\u30ab\u30c6\u30b4\u30ea\u30fc\u306b\u5408\u3046\u5358\u8a9e\u3084\u30d5\u30ec\u30fc\u30ba\u306a\u3069\u3001\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u4e00\u90e8\u306e\u3053\u3068\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u30ab\u30c6\u30b4\u30ea\u30fc\u306e\u4f8b\u3068\u3057\u3066\u306f\u540d\u524d\u3001\u4f01\u696d\u3001\u5834\u6240\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u610f\u5473\u7684\u306a\u30bf\u30b0\u4ed8\u3051\u3060\u3051\u3067\u306a\u304f\u3001\u6587\u6cd5\u7684\u306a\u5f79\u5272\u3084\u89aa\u4f1a\u793e\u3068\u5b50\u4f1a\u793e\u306a\u3069\u30c6\u30ad\u30b9\u30c8\u306e\u4ed6\u306e\u90e8\u5206\u3068\u306e\u95a2\u4fc2\u3092\u30bf\u30b0\u4ed8\u3051\u3057\u305f\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u30c6\u30ad\u30b9\u30c8\u306e\u4e00\u90e8\u306b\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u3092\u884c\u3046\u3053\u3068\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u5358\u8a9e\u306e\u5f79\u5272\u3084\u6587\u4e2d\u3067\u306e\u6a5f\u80fd\u306a\u3069\u3092\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306b\u6559\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u3053\u308c\u3092\u5b66\u7fd2\u3059\u308b\u3068\u3001\u8a00\u8a9e\u306e\u6a5f\u80fd\u3092\u7406\u89e3\u3059\u308b\u80fd\u529b\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u7279\u5b9a\u306e\u30d1\u30bf\u30fc\u30f3\u306e\u767a\u8a71\u306b\u5bfe\u3057\u3066\u3001\u4e00\u81f4\u3059\u308b\u53ef\u80fd\u6027\u304c\u6700\u3082\u9ad8\u3044\u6587\u3092\u63a8\u6e2c\u3057\u59cb\u3081\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u56fa\u6709\u8868\u73fe\u62bd\u51fa\u306e\u80fd\u529b\u3092\u69cb\u7bc9\u3057\u3088\u3046\u3068\u3059\u308b\u969b\u3001\u691c\u8a0e\u3059\u3079\u304d\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u305f\u304f\u3055\u3093\u3042\u308a\u307e\u3059\u3002\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306e\u4e2d\u306b\u306f\u3001\u69d8\u3005\u306a\u7a2e\u985e\u306e\u56fa\u6709\u8868\u73fe\u306e\u30bf\u30b0\u4ed8\u3051\u304c\u53ef\u80fd\u306a\u65e2\u6210\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u3001\u56fa\u6709\u8868\u73fe\u8a8d\u8b58\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002\u81ea\u793e\u72ec\u81ea\u306e\u5206\u985e\u30b7\u30b9\u30c6\u30e0\u306b\u57fa\u3065\u3044\u305f\u3001\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u4ed8\u304d\u306e\u6559\u5e2b\u30c7\u30fc\u30bf\u3092\u6ce8\u6587\u3057\u305f\u308a\u3001\u4f5c\u6210\u3057\u3066\u3082\u3089\u3046\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306b\u3088\u3063\u3066\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u88cf\u3067\u50cd\u304f\u30a8\u30f3\u30b8\u30f3\u306f\u5229\u7528\u3067\u304d\u308b\u5c5e\u6027\u304c\u5897\u3048\u3001\u5143\u306e\u97f3\u58f0\u30a4\u30f3\u30d7\u30c3\u30c8\u306e\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\u6e96\u5099\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u69cb\u9020\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306f\u8a71\u8005\u306e\u8981\u6c42\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3068\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u97f3\u58f0\u306e\u610f\u56f3\u3092\u8a8d\u8b58\u3067\u304d\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u4f5c\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:40px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u610f\u56f3\u3092\u8a8d\u8b58\u3059\u308b\u4ed5\u7d44\u307f<\/h3><\/div><div class=\"fusion-text fusion-text-9\" style=\"--awb-margin-top:20px;\"><p>\u8a71\u8005\u306e\u8981\u6c42\u3092\u7406\u89e3\u3057\u3066\u5b9f\u884c\u3059\u308b\u80fd\u529b\u306f\u3001\u3069\u306e\u3088\u3046\u306a\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306b\u3068\u3063\u3066\u3082\u91cd\u8981\u306a\u6a5f\u80fd\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u8a00\u8a9e\u3067\u306f\u3001\u4e00\u3064\u306e\u8cea\u554f\u3092\u3059\u308b\u305f\u3081\u306b\u3044\u304f\u3064\u3082\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u3053\u308c\u3089\u3092\u3067\u304d\u308b\u3060\u3051\u591a\u304f\u8a8d\u8b58\u3067\u304d\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u305d\u3046\u3067\u306a\u3044\u3068\u3001\u76ee\u7684\u3092\u9054\u6210\u3067\u304d\u306a\u3044\u304b\u3089\u3067\u3059\u3002\u53e3\u3067\u8a00\u3046\u306e\u306f\u7c21\u5358\u3067\u3059\u304c\u3001\u3053\u308c\u3092\u5b9f\u884c\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3053\u3068\u304c\u591a\u3044\u306e\u3067\u3059\u3002\u6b21\u306e\u4e09\u3064\u306e\u6587\u7ae0\u3092\u4f8b\u306b\u3068\u3063\u3066\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li>\u8fd4\u54c1\u30dd\u30ea\u30b7\u30fc\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u6559\u3048\u3066\u304f\u308c\u307e\u3059\u304b\uff1f<\/li>\n<li>\u3053\u306e\u5546\u54c1\u3092\u6c17\u306b\u5165\u3089\u306a\u304b\u3063\u305f\u5834\u5408\u3001\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u77e5\u308a\u305f\u3044\u3002<\/li>\n<li>\u8fd4\u54c1\u306b\u3064\u3044\u3066\u306f\u3069\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u304b\uff1f\u7121\u6599\u3067\u3059\u304b\uff1f<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306f\u4e09\u3064\u3068\u3082\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u304c\u53d7\u4fe1\u3059\u308b\u53ef\u80fd\u6027\u306e\u3042\u308b\u97f3\u58f0\u30a4\u30f3\u30d7\u30c3\u30c8\u3067\u3059\u3002\u3057\u304b\u3082\u3001\u305d\u308c\u305e\u308c\u8fd4\u54c1\u30dd\u30ea\u30b7\u30fc\u306e\u8a73\u7d30\u3092\u77e5\u308a\u305f\u3044\u3068\u3044\u3046\u540c\u3058\u76ee\u7684\u3092\u6301\u3063\u3066\u767a\u305b\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u4f8b\u3067\u304a\u5206\u304b\u308a\u306b\u306a\u308b\u3088\u3046\u306b\u3001\u305d\u308c\u304c\u660e\u78ba\u306b\u8a00\u8449\u306b\u8868\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u7a00\u306a\u306e\u3067\u3059\u3002\u8981\u6c42\u3092\u8cea\u554f\u3068\u3057\u3066\u8868\u73fe\u3057\u3066\u3044\u306a\u3044\u3053\u3068\u3082\u3042\u308c\u3070\u3001\u300c\u8fd4\u54c1\u300d\u3068\u3044\u3046\u91cd\u8981\u306a\u30ad\u30fc\u30ef\u30fc\u30c9\u304c\u542b\u307e\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u3053\u3068\u3092\u8a8d\u8b58\u3067\u304d\u306a\u3044\u3068\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u6a5f\u80fd\u3067\u304d\u306a\u3044\u306e\u3067\u3059\u3002<\/p>\n<p>\u5e78\u3044\u306a\u3053\u3068\u306b\u3001\u6a19\u6e96\u7684\u306a\u8cea\u554f\u3068\u7b54\u3048\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u983c\u3089\u306a\u3044\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306e\u6e96\u5099\u3067\u306f\u3001\u3053\u306e\u3088\u3046\u306a\u610f\u56f3\u306e\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u8abf\u9054\u3059\u308b\u524d\u306b\u3001\u610f\u56f3\u306e\u7279\u5b9a\u306b\u91cd\u70b9\u3092\u7f6e\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>\u610f\u56f3\u3068\u306f\u3001\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u3067\u8a71\u8005\u304c\u4f1d\u3048\u305f\u3044\u3068\u671b\u3093\u3067\u3044\u308b\u76ee\u6a19\u306e\u3053\u3068\u3092\u3044\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u300c\u65b0\u3057\u3044\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u3092\u8ffd\u52a0\u3057\u305f\u3044\u300d\u3068\u8a00\u3046\u30d5\u30ec\u30fc\u30ba\u306e\u610f\u56f3\u306f\u300c\u30af\u30ec\u30b8\u30c3\u30c8\u60c5\u5831\u3092\u66f4\u65b0\u3057\u305f\u3044\u300d\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001\u305d\u306e\u610f\u56f3\u3092\u8868\u73fe\u3059\u308b\u5225\u306e\u65b9\u6cd5\u306e\u3053\u3068\u3067\u3059\u3002\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u306e\u4f8b\u3067\u306f\u3001\u300c\u30af\u30ec\u30b8\u30c3\u30c8\u30ab\u30fc\u30c9\u3092\u5207\u308a\u66ff\u3048\u3066\u304f\u3060\u3055\u3044\u300d\u3068\u8a00\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002 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class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:40px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u30d3\u30b8\u30cd\u30b9\u4fa1\u5024<\/h3><\/div><div class=\"fusion-text fusion-text-10\" style=\"--awb-margin-top:20px;\"><p>\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306f\u8907\u96d1\u306a\u3082\u306e\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u308c\u3092\u69cb\u7bc9\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u307e\u3067\u8907\u96d1\u3067\u3042\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6280\u8853\u9032\u6b69\u304c\u9032\u307f\u3001\u30d3\u30b8\u30cd\u30b9\u306b\u304a\u3051\u308b\u65b0\u305f\u306a\u6d3b\u7528\u4e8b\u4f8b\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u73fe\u5728\u306f\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u6280\u8853\u306b\u6295\u8cc7\u3059\u308b\u307e\u305f\u3068\u306a\u3044\u6a5f\u4f1a\u3067\u3059\u3002<\/p>\n<p>\u307e\u305a\u3001\u30d9\u30fc\u30b9\u3068\u306a\u308b\u78ba\u56fa\u305f\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u63d0\u4f9b\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u898b\u6975\u3081\u307e\u3057\u3087\u3046\u3002\u30c7\u30fc\u30bf\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u306b\u76f8\u8ac7\u3057\u3066\u3001\u3069\u306e\u7a0b\u5ea6\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308c\u3070\u81ea\u793e\u306e\u30cb\u30fc\u30ba\u306b\u5408\u3046\u306e\u304b\u3092\u5224\u65ad\u3059\u308b\u306e\u3082\u3088\u3044\u3067\u3057\u3087\u3046\u3002\u3053\u306e\u3088\u3046\u306b\u8abf\u67fb\u3059\u308b\u3053\u3068\u3067\u3001\u97f3\u58f0\u30a2\u30b7\u30b9\u30bf\u30f3\u30c8\u306e\u69cb\u7bc9\u3092\u6210\u529f\u306b\u5c0e\u304f\u305f\u3081\u306e\u9069\u5207\u306a\u7d20\u6750\u3092\u8abf\u9054\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-three\" style=\"--awb-margin-top:40px;--awb-margin-top-small:10px;--awb-margin-right-small:0px;--awb-margin-bottom-small:10px;--awb-margin-left-small:0px;\"><h3 class=\"fusion-title-heading title-heading-left\" style=\"margin:0;\">\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u304a\u63a2\u3057\u3067\u3059\u304b\uff1f<\/h3><\/div><div class=\"fusion-text fusion-text-11\" style=\"--awb-margin-top:20px;\"><p>\u304a\u63a2\u3057\u306e\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u898b\u3064\u304b\u3089\u306a\u3044\u5834\u5408\u306f\u3001\u5f53\u793e\u304c\u3054\u7528\u610f\u3044\u305f\u3057\u307e\u3059\u3002<a href=\"https:\/\/transynk.co.jp\/contact\">\u3053\u3061\u3089\u304b\u3089\u3001\u304a\u6c17\u8efd\u306b\u3054\u76f8\u8ac7\u304f\u3060\u3055\u3044<\/a>\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: 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