{"id":3573,"date":"2023-02-20T15:15:37","date_gmt":"2023-02-20T06:15:37","guid":{"rendered":"https:\/\/ubqmedia.kyoto-su.ac.jp\/?page_id=3573"},"modified":"2026-03-06T23:16:34","modified_gmt":"2026-03-06T14:16:34","slug":"%e8%a1%a8%e7%8f%be%e3%81%ae%e3%83%8b%e3%83%a5%e3%82%a2%e3%83%b3%e3%82%b9%e3%82%92%e5%90%ab%e3%82%81%e3%81%9f%e6%93%ac%e9%9f%b3%e7%9a%84%e7%99%ba%e8%a9%b1%e9%9f%b3%e5%a3%b0%e3%81%8b%e3%82%89%e3%81%ae","status":"publish","type":"page","link":"https:\/\/ubqmedia.kyoto-su.ac.jp\/?page_id=3573","title":{"rendered":"PronounSE\uff1a\u8a00\u8a9e\u975e\u4f9d\u5b58\u306a\u53e3\u771f\u4f3c\u97f3\u58f0\u304b\u3089\u306e\u52b9\u679c\u97f3\u5408\u6210"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/ubqmedia.kyoto-su.ac.jp\/wp\/wp-content\/uploads\/2023\/12\/pse-image0.jpg\" width=\"400\" style=\"display: block; margin-left:auto; margin-right:auto;\"><\/p>\n<h3>\u80cc\u666f\u30fb\u6280\u8853\u6982\u8981<\/h3>\n<p>\u30b2\u30fc\u30e0\u3084\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3001\u6620\u753b\u306a\u3069\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u54c1\u3067\u306f\u3001\u52b9\u679c\u97f3\u3092\u5165\u308c\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u30d7\u30ed\u3067\u3082\u305d\u306e\u5236\u4f5c\u306b\u306f\u624b\u9593\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u307e\u3057\u3066\u3084\u3001\u7d4c\u9a13\u304c\u5c11\u306a\u3044\u4eba\u306b\u3068\u3063\u3066\u306f\u6240\u671b\u306e\u52b9\u679c\u97f3\u3092\u5236\u4f5c\u3057\u305f\u308a\u30b5\u30a6\u30f3\u30c9\u30e9\u30a4\u30d6\u30e9\u30ea\u304b\u3089\u9078\u3073\u51fa\u3059\u3053\u3068\u306f\u5927\u5909\u9aa8\u306e\u6298\u308c\u308b\u3053\u3068\u3067\u3042\u308a\u3001\u601d\u3044\u901a\u308a\u306e\u97f3\u304c\u4f5c\u6210\u30fb\u5165\u624b\u3067\u304d\u308b\u3068\u306f\u9650\u308a\u307e\u305b\u3093\u3002\u3067\u3059\u304c\u3001\u30a4\u30e1\u30fc\u30b8\u3059\u308b\u97f3\u3092\u30cb\u30e5\u30a2\u30f3\u30b9\u542b\u3081\u3066\u53e3\u771f\u4f3c\u3067\u8868\u73fe\u3059\u308b\u3053\u3068\u306f\u6bd4\u8f03\u7684\u5bb9\u6613\u3067\u3042\u308a\u3001\u8ab0\u3067\u3082\u3042\u308b\u7a0b\u5ea6\u306f\u3082\u306e\u307e\u306d\u3068\u3057\u3066\u8868\u73fe\u3067\u304d\u307e\u3059\uff08\u4f8b\uff1a\u91d1\u5c5e\u306e\u3076\u3064\u304b\u308b\u97f3\u3001\u30b5\u30a4\u30ec\u30f3\u306e\u97f3\u3001\u7206\u767a\u97f3\u306a\u3069\uff09\u3002\u305d\u3053\u3067\u3001\u3053\u306e\u7814\u7a76\u3067\u306f\u3001\u53e3\u771f\u4f3c\u97f3\u58f0\uff08\u7279\u306b\u30dc\u30a4\u30b9\u30d1\u30fc\u30ab\u30c3\u30b7\u30e7\u30f3\u7684\u306b\u4f3c\u305b\u305f\u97f3\uff09\u304b\u3089\u3001\u751f\u6210\u7cfb\u306e\u6df1\u5c64\u5b66\u7fd2\u6280\u8853\u3092\u7528\u3044\u3066\u52b9\u679c\u97f3\u3092\u5408\u6210\u3059\u308b\u6280\u8853\u306b\u3064\u3044\u3066\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u975e\u97f3\u58f0\u3001\u975e\u97f3\u697d\u306a\u97f3\u97ff\u5408\u6210\u6280\u8853\u3067\u3059\u3002\u305d\u306e\u3088\u3046\u306a\u97f3\u306b\u306f\u3001\u73fe\u5b9f\u4e16\u754c\u3067\u8d77\u3053\u308b\u300c\u74b0\u5883\u97f3\u300d\uff08Environmental Sound\uff09\u3084\u3001\u975e\u73fe\u5b9f\u306a\u97f3\u3084\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30d5\u30a7\u30fc\u30b9\u97f3\u3082\u542b\u3081\u69d8\u3005\u306a\u6f14\u51fa\u306b\u4f7f\u308f\u308c\u308b\u300c\u52b9\u679c\u97f3\u300d\uff08Sound Effect\uff09\u304c\u3042\u308a\u3001\u672c\u7814\u7a76\u306f\u7279\u306b\u5f8c\u8005\uff08\u52b9\u679c\u97f3\uff09\u306b\u6ce8\u76ee\u3057\u3066\u3044\u307e\u3059\u3002\u624b\u6cd5\u306e\u7279\u5fb4\u3068\u3057\u3066\u306f\u3001\u6587\u5b57\uff08\u8a18\u53f7\uff09\u3067\u306f\u8868\u73fe\u3057\u304d\u308c\u306a\u3044\u767a\u97f3\u3092\u542b\u3081\u305f\u97f3\u306e\u7a2e\u985e\uff08\u97f3\u97fb\u60c5\u5831\uff09\u3092\u6271\u3046\u3053\u3068\u306b\u4e3b\u773c\u304c\u7f6e\u304b\u308c\u3066\u3044\u308b\u307b\u304b\u3001\u97f3\u306e\u9ad8\u3055\u3084\u6291\u63da\u3001\u30bf\u30a4\u30df\u30f3\u30b0\u306a\u3069\u306e\u60c5\u5831\uff08\u97fb\u5f8b\u60c5\u5831\uff09\u3082\u542b\u3081\u3066\u5408\u6210\u3057\u307e\u3059\u3002\u73fe\u6642\u70b9\u3067\u306f\u3001\u6570\u3042\u308b\u52b9\u679c\u97f3\u306e\u7a2e\u985e\u306e\u4e2d\u3067\u3082\u3001\u7279\u306b\u300c\u7206\u767a\u97f3\u300d\u306e\u5408\u6210\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\uff08\u7206\u767a\u97f3\u306f\u3001\u4eee\u306b\u6587\u5b57\u3067\u66f8\u3044\u3066\u3082\u3001\u300c\u30c9\u30a5\u30fc\u30f3\u300d\u300c\u30c9\u30a1\u30fc\u30f3\u300d\u300c\u30dc\u30ac\u30fc\u30f3\u300d\u300c\u30d3\u30b7\u30e3\u30fc\u30f3\u300d\u300c\u30d0\u30fc\u30fc\u30f3\u300d\u306a\u3069\u591a\u7a2e\u591a\u69d8\u306a\u8868\u73fe\u304c\u3042\u308a\u3001\u3053\u308c\u3089\u306e\u9593\u306e\u767a\u97f3\u3068\u306a\u308b\u97f3\u97fb\u3082\u3044\u308d\u3044\u308d\u3042\u308a\u3048\u307e\u3059\uff09<br \/>\n<!--\n<a href=\"https:\/\/ubqmedia.kyoto-su.ac.jp\/wp\/wp-content\/uploads\/2023\/12\/pse-flow.jpg\" rel=\"Lightbox\"><img decoding=\"async\" src=\"https:\/\/ubqmedia.kyoto-su.ac.jp\/wp\/wp-content\/uploads\/2023\/12\/pse-flow.jpg\"><\/a>\n--><br \/>\n<a href=\"https:\/\/ubqmedia.kyoto-su.ac.jp\/wp\/wp-content\/uploads\/2025\/12\/PronounSE-Overview.png\" rel=\"Lightbox\"><img decoding=\"async\" src=\"https:\/\/ubqmedia.kyoto-su.ac.jp\/wp\/wp-content\/uploads\/2025\/12\/PronounSE-Overview.png\"><\/a><\/p>\n<p>\u73fe\u6642\u70b9\u306e\u5177\u4f53\u7684\u306a\u624b\u6cd5\u306b\u306f\u3001GPT\u7b49\u306eLLM\u3067\u4f7f\u308f\u308c\u3066\u3044\u308b<a href=\"https:\/\/arxiv.org\/abs\/1706.03762\" target=\"_blank\" rel=\"noopener noreferrer\">Transformer<\/a>\u3092\u7528\u3044\u305f\u6df1\u5c64\u5b66\u7fd2\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u5b66\u7fd2\u3059\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3001\u6620\u753b\u3084\u30a2\u30cb\u30e1\u306a\u3069\u3067\u5b9f\u969b\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u52b9\u679c\u97f3\u3068\u3001\u305d\u308c\u3089\u52b9\u679c\u97f3\u6bce\u306b\u4eba\u304c\u767a\u8a71\u3057\u305f\u53e3\u771f\u4f3c\u97f3\u58f0\u3068\u3067\u3001\u5bfe\u306e\u30c7\u30fc\u30bf\u3068\u3057\u3066\u591a\u6570\u7528\u610f\u3057\u3001Transformer\u3067\u5b66\u7fd2\u3057\u307e\u3059\uff08\u300c\u52b9\u679c\u97f3\u300d\u306e\u30bd\u30fc\u30b9\u97f3\u6e90\u3068\u300c\u4eba\u306e\u53e3\u771f\u4f3c\u97f3\u58f0\u300d\u306e\u6642\u7cfb\u5217\u5909\u5316\u306e\u95a2\u4fc2\u6027\u3092\u5b66\u7fd2\uff09\u3002\u3053\u3053\u3067\u306f\u3001\u97f3\u306e\u6ce2\u5f62\u3092\u5b66\u7fd2\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5468\u6ce2\u6570\u6210\u5206\u306e\u5909\u5316\u3082\u542b\u3081\u305f\u5b66\u7fd2\u3059\u308b\u305f\u3081\u3001\u5404\u6ce2\u5f62\u3092\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\uff08\u753b\u50cf\u7684\u306a2\u6b21\u5143\u914d\u5217\uff09\u306b\u5909\u63db\u3057\u3001\u305d\u308c\u3089\u306e\u5bfe\u3092\u5b66\u7fd2\u3057\u307e\u3059\u3002\u751f\u6210\u6642\u306eTransformer\u306e\u51fa\u529b\u306f\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u3067\u3001\u305d\u308c\u3092\u97f3\u97ff\u6ce2\u5f62\u306b\u5909\u63db\u3059\u308b\u306b\u306f\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30dc\u30b3\u30fc\u30c0\uff08Neural Vocoder\uff09\u3092\u901a\u3058\u3066\u6ce2\u5f62\u3078\u3068\u5909\u63db\u3057\u307e\u3059\u3002\u30cb\u30e5\u30fc\u30e9\u30eb\u30dc\u30b3\u30fc\u30c0\u306b\u306f<a href=\"https:\/\/arxiv.org\/abs\/2010.05646\" target=\"_blank\" rel=\"noopener noreferrer\">HiFi-GAN<\/a>\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\uff08\u5f53\u521d\u306f<a href=\"https:\/\/www.kecl.ntt.co.jp\/people\/kaneko.takuhiro\/projects\/istftnet\/\" target=\"_blank\" rel=\"noopener noreferrer\">iSTFTNet<\/a>\u3067\u3057\u305f\uff09\u3002<\/p>\n<h3>\u5408\u6210\u54c1\u8cea\u3084\u30e6\u30fc\u30b6\u8a55\u4fa1\u306a\u3069\u306e\u4f8b<\/h3>\n<p><!--\n \t\n\n<li><a href=\"https:\/\/sulky-breakfast-a51.notion.site\/Transformer-927806efc2384ee7a9afea60ace43ba2\" target=\"_blank\" rel=\"noopener noreferrer\">\u30aa\u30ce\u30de\u30c8\u30da\u97f3\u58f0\u3068\u305d\u308c\u306b\u5bfe\u3059\u308b\u5408\u6210\u97f3\u306e\u4f8b\u306e\u30da\u30fc\u30b8<\/a><\/li>\n\n\n--><\/p>\n<dl>\n<dt>\u5408\u6210\u97f3\u306e\u4f8b<\/dt>\n<dd>\n<li><a href=\"https:\/\/www.cc.kyoto-su.ac.jp\/~i2486110\/asj152\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u53e3\u771f\u4f3c\u97f3\u58f0\u3068\u305d\u308c\u306b\u5bfe\u3059\u308b\u5408\u6210\u97f3\u306e\u4f8b<\/a>\uff08<a href=\"https:\/\/acoustics.jp\/annualmeeting\/program\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u65e5\u672c\u97f3\u97ff\u5b66\u4f1a2024\u79cb<\/a>\u767a\u8868\u6642\uff09<\/li>\n<li><a href=\"https:\/\/jinmaro.github.io\" target=\"_blank\" rel=\"noopener noreferrer\">\u5165\u529b\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u306e\u6b21\u5143\u6570\u9055\u3044\u306b\u3088\u308b\u5408\u6210\u97f3\u306e\u9055\u3044\u306e\u4f8b<\/a>\uff08<a href=\"https:\/\/uist.acm.org\/2024\/\" target=\"_blank\" rel=\"noopener noreferrer\">ACM UIST2024<\/a>\u767a\u8868\u6642\uff09<\/li>\n<li><a href=\"https:\/\/www.cc.kyoto-su.ac.jp\/~i2486110\/compare_results_html\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u8907\u6570\u4eba\u306e\u5165\u529b\u97f3\u58f0\u306b\u5bfe\u3059\u308b\u5408\u6210\u97f3\u306e\u4f8b<\/a>\uff08<a href=\"https:\/\/www.ipsj.or.jp\/kenkyukai\/event\/mus143slp156.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u97f3\u5b66\u30b7\u30f3\u30dd\u30b8\u30a6\u30e02025<\/a>\u767a\u8868\u6642\uff09<\/li>\n<\/dd>\n<dt>\u30e6\u30fc\u30b6\u8a55\u4fa1\u5b9f\u9a13\u306e\u7d50\u679c\u7b49<\/dt>\n<dd>\n<li><a href=\"https:\/\/jinmaro.github.io\/sound_video_demo\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u97f3\u97ff\u5236\u4f5c\u672a\u7d4c\u9a13\u8005\u3092\u5bfe\u8c61\u3068\u3057\u305f\u6620\u50cf\u3078\u306e\u52b9\u679c\u97f3\u4ed8\u4e0e<\/a>\uff08<a href=\"https:\/\/www.interaction-ipsj.org\/2026\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f32026<\/a>\u767a\u8868\u6642\uff09<\/li>\n<\/dd>\n<\/dl>\n<h3>PronounSE\u306e\u6d3b\u7528\u30fb\u4f7f\u3044\u65b9<\/h3>\n<p>\u3053\u306e\u3088\u3046\u306a\u53e3\u771f\u4f3c\u767a\u97f3\u3057\u305f\u3082\u306e\u304c\u52b9\u679c\u97f3\u3068\u3057\u3066\u5408\u6210\u3055\u308c\u308b\u51e6\u7406\uff08\u4fd7\u306b\u8a00\u3046AI\uff09\u304c\u5b9f\u73fe\u3067\u304d\u308b\u3068\u3001\u52b9\u679c\u97f3\u4f5c\u6210\u306e\u65b9\u6cd5\u3068\u3057\u3066\u3001\u6b21\u306e\u3088\u3046\u306b\u7e70\u308a\u8fd4\u3057\u3066\u767a\u97f3\u3057\u3066\u30a4\u30e1\u30fc\u30b8\u3057\u305f\u97f3\u306b\u8fd1\u3065\u3051\u3066\u3044\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<div style=\"padding: 16px; color: #2c2c2f; background: #d0f4ff; border-top: solid 2px #5989cf; border-bottom: solid 2px #5989cf;\">\n<ol style=\"padding:0; margin-bottom:0;\">\n<li>\u4eba\u306f\u6b32\u3057\u3044\u97f3\u3092\u30a4\u30e1\u30fc\u30b8\u3059\u308b<\/li>\n<li>\u53e3\u771f\u4f3c\u3067\u4f3c\u305b\u305f\u97f3\u3068\u3057\u3066\u767a\u97f3\u3059\u308b<\/li>\n<li>AI\u304c\u305d\u306e\u767a\u97f3\u3092\u5143\u306b\u52b9\u679c\u97f3\u3092\u5408\u6210\u3059\u308b<\/li>\n<li>\u4eba\u306f\u5408\u6210\u97f3\u3092\u805e\u304d\u3001\u6b32\u3057\u3044\u97f3\u304b\u78ba\u8a8d\u3059\u308b<br \/>\n\uff081\u304b\u30894\u3092\u7e70\u308a\u8fd4\u3059\uff09<\/li>\n<\/ol>\n<\/div>\n<p>\u3053\u308c\u306f\u3001\u4eba\u3068AI\u304c\u5171\u306b\u4f5c\u696d\u3057\u3066\u3086\u304f\u5171\u5275\u306e\u4e00\u3064\u306e\u5f62\u3060\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n<div style=\"text-align:center;\">\n<img decoding=\"async\" src=\"https:\/\/ubqmedia.kyoto-su.ac.jp\/wp\/wp-content\/uploads\/2023\/03\/soundcreation-image2.png\" width=\"400\"><\/div>\n<div>\n<h3>\u7814\u7a76\u6210\u679c<\/h3>\n<dl>\n<dt>\u5bfe\u5916\u767a\u8868<\/dt>\n<dd>\n<ul>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c, \u9808\u7530\u4ec1\u5fd7: <a href=\"https:\/\/www.interaction-ipsj.org\/proceedings\/2026\/data\/bib\/INT26012.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u53e3\u771f\u4f3c\u97f3\u58f0\u304b\u3089\u306e\u52b9\u679c\u97f3\u5408\u6210\u6280\u8853\u306b\u3088\u308b\u97f3\u97ff\u5236\u4f5c\u624b\u6cd5\u306e\u8a55\u4fa1 -\u97f3\u97ff\u5236\u4f5c\u672a\u7d4c\u9a13\u8005\u3092\u5bfe\u8c61\u3068\u3057\u305f\u6620\u50cf\u3078\u306e\u52b9\u679c\u97f3\u4ed8\u4e0e-<\/a>, <a href=\"https:\/\/www.interaction-ipsj.org\/proceedings\/2026\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f32026\u8ad6\u6587\u96c6<\/a>, pp.90-99\uff082026\uff09<\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95 \u91cd\u884c, \u91d1\u5d0e\u671d\u5b50, \u9808\u7530\u4ec1\u5fd7: \u8a00\u8a9e\u975e\u4f9d\u5b58\u306a\u53e3\u771f\u4f3c\u306b\u3088\u308b\u52b9\u679c\u97f3\u5408\u6210\u624b\u6cd5PronounSE\u306e\u8a55\u4fa1, \u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u7814\u7a76\u5831\u544a 2025-MUS-143, 51, pp.1-7 (2025) <span style=\"color: red;\">\u3010\u512a\u79c0\u767a\u8868\u8cde\u53d7\u8cde\u3011<\/span><\/li>\n<li>Riki Takizawa and Shigeyuki Hirai, <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3672539.3686748\" target=\"_blank\" rel=\"noopener noreferrer\">PronounSE: SFX Synthesizer from Language-Independent Vocal Mimic Representation<\/a>, Adjunct Proceedings of <a href=\"https:\/\/uist.acm.org\/2024\/\" target=\"_blank\" rel=\"noopener noreferrer\">ACM UIST2024<\/a>, Article No.21 (2024)<\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: \u8a00\u8a9e\u975e\u4f9d\u5b58\u306a\u53e3\u771f\u4f3c\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u69cb\u7bc9\u3068\u53e3\u771f\u4f3c\u306e\u307f\u304b\u3089\u306eTransformer\u306b\u3088\u308b\u52b9\u679c\u97f3\u5408\u6210, \u65e5\u672c\u97f3\u97ff\u5b66\u4f1a\u7b2c152\u56de\u7814\u7a76\u767a\u8868\u4f1a,3-6-2 (2024)<span style=\"color: red;\">\u3010\u5b66\u751f\u512a\u79c0\u767a\u8868\u8cde\u53d7\u8cde\u3011<\/span><\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: \u8907\u6570\u8a71\u8005\u306e\u64ec\u97f3\u7684\u767a\u8a71\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u308b\u52b9\u679c\u97f3\u5408\u6210\u306e\u8a66\u307f, \u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u7814\u7a76\u5831\u544a 2024-MUS-140(5), pp.1-7 (2024)<\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: \u64ec\u97f3\u7684\u767a\u8a71\u97f3\u58f0\u304b\u3089\u306e\u52b9\u679c\u97f3\u5408\u6210\u3068\u305d\u306e\u6df1\u5c64\u5b66\u7fd2\u624b\u6cd5\u306e\u6539\u826f, \u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u7b2c86\u56de\u5168\u56fd\u5927\u4f1a\u8b1b\u6f14\u8ad6\u6587\u96c6, 1R-03\uff082024\uff09<\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: \u64ec\u97f3\u7684\u767a\u8a71\u306e\u30cb\u30e5\u30a2\u30f3\u30b9\u3092\u53cd\u6620\u3059\u308b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u52b9\u679c\u97f3\u5408\u6210, \u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f32024, \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u767a\u8868 1B-34\uff082024\uff09<\/li>\n<li>\u5e73\u4e95\u91cd\u884c, \u6edd\u6ca2\u529b: <a href=\"https:\/\/cedil.cesa.or.jp\/cedil_sessions\/view\/2754\" target=\"_blank\" rel=\"noopener noreferrer\">\u751f\u6210\u7cfbAI\u3092\u6d3b\u7528\u3057\u305f\u52b9\u679c\u97f3\u5236\u4f5c\u624b\u6cd5\u306e\u7814\u7a76<\/a>, CEDEC2023 \u30b7\u30e7\u30fc\u30c8\u30bb\u30c3\u30b7\u30e7\u30f3 (2023)<\/li>\n<li>\u5e73\u4e95\u91cd\u884c, \u6edd\u6ca2\u529b: Transformer\u3092\u7528\u3044\u305f\u52b9\u679c\u97f3\u5408\u6210\u6280\u8853 -\u7206\u767a\u97f3\u3092\u5bfe\u8c61\u306b-, CEDEC2023 \u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30bb\u30c3\u30b7\u30e7\u30f3 I-9 (2023)<\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: <a href=\"https:\/\/ipsj.ixsq.nii.ac.jp\/ej\/?action=pages_view_main&amp;active_action=repository_view_main_item_detail&amp;item_id=226344&amp;item_no=1&amp;page_id=13&amp;block_id=8\" target=\"_blank\" rel=\"noopener noreferrer\">\u30aa\u30ce\u30de\u30c8\u30da\u97f3\u58f0\u3092\u7528\u3044\u305f\u52b9\u679c\u97f3\u5408\u6210\u6280\u8853\u306b\u304a\u3051\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30dc\u30b3\u30fc\u30c0\u306e\u691c\u8a0e<\/a>, \u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u7814\u7a76\u5831\u544a 2023-MUS-137(40), pp.1-6 (2023)<br \/>\n\u2192\u6ce8\uff09\u4e88\u7a3f\u306b\u66f8\u3044\u3066\u3042\u308biSTFTNet\u306e\u51e6\u7406\u7d50\u679c\u306b\u306f\u3001\u6211\u3005\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u4e0a\u306e\u30df\u30b9\u304c\u3042\u308a\u3001\u6b63\u3057\u304f\u306a\u3044\u8a18\u8f09\u5185\u5bb9\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u8aa0\u306b\u7533\u3057\u8a33\u3042\u308a\u307e\u305b\u3093\u3002<\/li>\n<li>Riki Takizawa and Shigeyuki Hirai, <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3581754.3584139\" target=\"_blank\" rel=\"noopener noreferrer\">Synthesis of Explosion Sounds from Utterance Voice of Onomatopoeia using Transformer<\/a>, Companion Proceedings of ACM <a href=\"https:\/\/iui.acm.org\/2023\/\" target=\"_blank\" rel=\"noopener noreferrer\">IUI2023<\/a>, pp.87-90 (2023)<\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: <a href=\"https:\/\/www.wiss.org\/WISS2022Proceedings\/data\/2-B06.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">\u97f3\u97fb\u3068\u97fb\u5f8b\u3092\u542b\u3081\u305f\u30aa\u30ce\u30de\u30c8\u30da\u97f3\u58f0\u304b\u3089\u306eTransformer\u306b\u3088\u308b\u7206\u767a\u97f3\u5408\u6210<\/a>, <a href=\"https:\/\/www.wiss.org\/WISS2022\/\" target=\"_blank\" rel=\"noopener noreferrer\">WISS2022<\/a>\u8ad6\u6587\u96c6, <a href=\"https:\/\/scrapbox.io\/WISS2022\/2-B06_%E9%9F%B3%E9%9F%BB%E3%81%A8%E9%9F%BB%E5%BE%8B%E3%82%92%E5%90%AB%E3%82%81%E3%81%9F%E3%82%AA%E3%83%8E%E3%83%9E%E3%83%88%E3%83%9A%E9%9F%B3%E5%A3%B0%E3%81%8B%E3%82%89%E3%81%AE_Transformer_%E3%81%AB%E3%82%88%E3%82%8B%E7%88%86%E7%99%BA%E9%9F%B3%E5%90%88%E6%88%90\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c7\u30e2\u767a\u8868 2-B06<\/a> (2022)<br \/>\n<span style=\"color: red;\">\u3010<a href=\"https:\/\/scrapbox.io\/WISS2022\/\u4f01\u696d\u8cde\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c1\u30fc\u30e0\u30e9\u30dc\u8cde<\/a>\u53d7\u8cde\u3011<\/span><\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: Transformer\u306b\u3088\u308b\u30aa\u30ce\u30de\u30c8\u30da\u97f3\u58f0\u304b\u3089\u7206\u767a\u97f3\u3078\u306e\u5909\u63db\u306e\u8a66\u307f, \u65e5\u672c\u97f3\u97ff\u5b66\u4f1a \u95a2\u897f\u652f\u90e8 <a href=\"https:\/\/asj-kansai.acoustics.jp\/event\/25wakate\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u7b2c25\u56de\u82e5\u624b\u7814\u7a76\u8005\u4ea4\u6d41\u7814\u7a76\u767a\u8868\u4f1a<\/a> (2022)<\/li>\n<li>\u6edd\u6ca2\u529b, \u5e73\u4e95\u91cd\u884c: <a href=\"https:\/\/ipsj.ixsq.nii.ac.jp\/ej\/?action=pages_view_main&amp;active_action=repository_view_main_item_detail&amp;item_id=218514&amp;item_no=1&amp;page_id=13&amp;block_id=8\" target=\"_blank\" rel=\"noopener noreferrer\">Transformer\u3092\u7528\u3044\u305f\u30aa\u30ce\u30de\u30c8\u30da\u97f3\u58f0\u304b\u3089\u306e\u7206\u767a\u97f3\u5408\u6210\u306e\u8a66\u307f<\/a>, \u60c5\u5831\u51e6\u7406\u5b66\u4f1a\u7814\u7a76\u5831\u544a 2022-MUS-134, No.55 (2022)<\/li>\n<\/ul>\n<\/dd>\n<dt>\u51fa\u7248\u30fb\u4f5c\u54c1\u5c55\u793a\u30fb\u30e1\u30c7\u30a3\u30a2\u53d6\u6750\u30fb\u51fa\u6f14\u306a\u3069<\/dt>\n<dd>\n<ul>\n<li><a href=\"https:\/\/www.xrkaigi.com\/event\/9316\" target=\"_blank\" rel=\"noopener noreferrer\">XR Kaigi 2025<\/a>\u3067\u306e\u5c55\u793a\uff082025\u5e7412\u6708\uff09<\/li>\n<li>\u30d5\u30b8\u30c6\u30ec\u30d3\u300c<a href=\"https:\/\/www.fujitv.co.jp\/newhihyo\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u9031\u520a\u30d5\u30b8\u30c6\u30ec\u30d3\u6279\u8a55<\/a>\u300d\u3067\u306eInter BEE\u5c55\u793a\u7d39\u4ecb\uff082025\/11\/29\u653e\u9001\uff09<\/li>\n<li>\u30e9\u30b8\u30aa\u65e5\u672c\u300c<a href=\"https:\/\/www.jorf.co.jp\/?program=happy_voice\" target=\"_blank\" rel=\"noopener noreferrer\">Happy Voice from YOKOHAMA<\/a>\u300d\u3067\u306eInter BEE\u5c55\u793a\u7d39\u4ecb\uff082025\/11\/21\u653e\u9001\uff09<\/li>\n<li>YouTube\u30c1\u30e3\u30f3\u30cd\u30eb <a href=\"https:\/\/www.youtube.com\/watch?v=wCBCzspL-4Q\" target=\"_blank\" rel=\"noopener noreferrer\">DCEXPO TV\u3067\u306eInter BEE\u30d6\u30fc\u30b9\u7d39\u4ecb<\/a>\uff082025\/11\/19\u516c\u958b\uff09<\/li>\n<li><a href=\"https:\/\/www.inter-bee.com\/ja\/\" target=\"_blank\" rel=\"noopener noreferrer\">Inter BEE 2025<\/a>\u306e<a href=\"https:\/\/www.inter-bee.com\/ja\/forvisitors\/conference\/ignition\/\" target=\"_blank\" rel=\"noopener noreferrer\">INTERBEE IGNITION \u00d7 DCEXPO<\/a>\u306b\u3066<a href=\"https:\/\/www.inter-bee.com\/ja\/forvisitors\/exhibitor_info\/detail\/detail.html?id=2447\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d6\u30fc\u30b9\u5c55\u793a<\/a>\uff082025\/11\/19-11\/21\uff09<\/li>\n<li>\u56f3\u66f8\u300c<a href=\"http:\/\/www.nts-book.co.jp\/item\/detail\/summary\/it\/20250400_70.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u9032\u5316\u3059\u308b\u30d2\u30c8\u3068\u6a5f\u68b0\u306e\u97f3\u58f0\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3 Vol.2 \uff5eAI\u306e\u6d3b\u7528\u3068\u611f\u60c5\u306b\u5bc4\u308a\u6dfb\u3046\u97f3\u58f0\u8a8d\u8b58\u30fb\u5408\u6210\u306e\u65b0\u5c55\u958b\uff5e<\/a>\u300d, \u30a8\u30cc\u30fb\u30c6\u30a3\u30fc\u30fb\u30a8\u30b9\uff082025\/4\/10\u767a\u520a\uff09\uff08\u5206\u62c5\u57f7\u7b46\uff1a\u7b2c1\u7de8\u30fb\u7b2c3\u7ae0\u7b2c2\u7bc0\u62c5\u5f53\uff09<\/li>\n<li><a href=\"https:\/\/www.gamebusiness.jp\/article\/2023\/08\/29\/22139.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u3010CEDEC2023\u3011\u753b\u50cf\u751f\u6210AI\u3067\u30b5\u30a6\u30f3\u30c9\u3082\u751f\u6210\u3067\u304d\u3061\u3083\u3046\uff1f \u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u753b\u50cf\u3092\u5229\u7528\u3057\u305f\u52b9\u679c\u97f3\u751f\u6210\u624b\u6cd5<\/a>, <a href=\"\" target=\"_blank\" rel=\"noopener noreferrer\">GameBusiness.jp<\/a> \uff082023\/8\/29\u63b2\u8f09\uff09<\/li>\n<li><a href=\"https:\/\/av.watch.impress.co.jp\/docs\/series\/dal\/1526634.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u300c\u30dd\u30b1\u30e2\u30f3\u300d\u74b0\u5883\u97f3\u306e\u4f5c\u308a\u65b9\u304b\u3089\u7591\u4f3c\u3082\u3050\u3082\u3050\u307e\u3067\u3002\u30b2\u30fc\u30e0\u30b5\u30a6\u30f3\u30c9\u306e\u65b0\u4e16\u754c<\/a>, <a href=\"https:\/\/av.watch.impress.co.jp\/\" target=\"_blank\" rel=\"noopener noreferrer\">AV Watch<\/a> \uff082023\/8\/28\u63b2\u8f09\uff09<\/li>\n<\/ul>\n<\/dd>\n<\/dl>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u80cc\u666f\u30fb\u6280\u8853\u6982\u8981 \u30b2\u30fc\u30e0\u3084\u30a2\u30cb\u30e1\u30fc\u30b7\u30e7\u30f3\u3001\u6620\u753b\u306a\u3069\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u4f5c\u54c1\u3067\u306f\u3001\u52b9\u679c\u97f3\u3092\u5165\u308c\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u30d7\u30ed\u3067\u3082\u305d\u306e\u5236\u4f5c\u306b\u306f\u624b\u9593\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u3002\u307e\u3057\u3066\u3084\u3001\u7d4c\u9a13\u304c\u5c11\u306a\u3044\u4eba\u306b\u3068\u3063\u3066\u306f\u6240\u671b\u306e\u52b9\u679c\u97f3\u3092\u5236\u4f5c\u3057\u305f\u308a\u30b5\u30a6\u30f3\u30c9\u30e9\u30a4 <a class=\"more-link\" href=\"https:\/\/ubqmedia.kyoto-su.ac.jp\/?page_id=3573\">Continue reading <span class=\"screen-reader-text\">  PronounSE\uff1a\u8a00\u8a9e\u975e\u4f9d\u5b58\u306a\u53e3\u771f\u4f3c\u97f3\u58f0\u304b\u3089\u306e\u52b9\u679c\u97f3\u5408\u6210<\/span><span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":3661,"parent":68,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-fullwidth.php","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"class_list":["post-3573","page","type-page","status-publish","has-post-thumbnail","hentry"],"aioseo_notices":[],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/P2rqAW-VD","_links":{"self":[{"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/pages\/3573","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3573"}],"version-history":[{"count":92,"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/pages\/3573\/revisions"}],"predecessor-version":[{"id":5032,"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/pages\/3573\/revisions\/5032"}],"up":[{"embeddable":true,"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/pages\/68"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=\/wp\/v2\/media\/3661"}],"wp:attachment":[{"href":"https:\/\/ubqmedia.kyoto-su.ac.jp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3573"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}