{"id":225,"date":"2024-02-08T13:12:33","date_gmt":"2024-02-08T04:12:33","guid":{"rendered":"https:\/\/www.feg.co.jp\/?post_type=column&p=225"},"modified":"2024-08-14T15:26:33","modified_gmt":"2024-08-14T06:26:33","slug":"tacotron2waveglow-%e3%82%92%e5%8b%95%e3%81%8b%e3%81%99%ef%bc%88%e9%9f%b3%e5%a3%b0%e5%90%88%e6%88%90%ef%bc%89%e3%80%90%e5%89%8d%e7%b7%a8%e3%80%91","status":"publish","type":"column","link":"https:\/\/www.feg.co.jp\/column\/tacotron2waveglow-%e3%82%92%e5%8b%95%e3%81%8b%e3%81%99%ef%bc%88%e9%9f%b3%e5%a3%b0%e5%90%88%e6%88%90%ef%bc%89%e3%80%90%e5%89%8d%e7%b7%a8%e3%80%91\/","title":{"rendered":"Tacotron2+WaveGlow \u3092\u52d5\u304b\u3059\uff08\u97f3\u58f0\u5408\u6210\uff09\u3010\u524d\u7de8\u3011"},"content":{"rendered":"\n

\u30e2\u30c7\u30eb\u304c\u53e4\u304f\u3066\u52d5\u304b\u305b\u306a\u3044\u30b1\u30fc\u30b9\u306e\u89e3\u6c7a\u65b9\u6cd5<\/h4>\n\n\n\n

\u97f3\u58f0\u8a8d\u8b58\u3068\u751f\u6210\u7cfbAI<\/h2>\n\n\n\n

\u6628\u4eca\u3001\u97f3\u58f0\u8a8d\u8b58\u6280\u8853\u306f\u3001\u30c1\u30e3\u30c3\u30c8\u30dd\u30c3\u30c8\u3001\u6587\u5b57\u8d77\u3053\u3057\u7b49\u3067\u5e83\u304f\u5b9f\u7528\u5316\u3055\u308c\u59cb\u3081\u3066\u3044\u307e\u3059\u3002
\u4e00\u65b9\u3067\u3001\u4eca\u306f\u307e\u3055\u306b\u751f\u6210\u7cfbAI\u30d6\u30fc\u30e0\u3067\u3001\u4e00\u822c\u7528\u9014\u3067\u306f\u30b2\u30fc\u30df\u30f3\u30b0\u7528\u9014\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u4e00\u90e8\u306e\u30de\u30cb\u30a2\u754c\u9688\u3067\u306fStable Diffusion\uff08\u753b\u50cf\u751f\u6210\uff09\u3092\u52d5\u304b\u3059\u305f\u3081\u306b\u9ad8\u4fa1\u306aGPU\uff08\u5341\u5206\u306aVRAM\u5bb9\u91cf\u304c\u5fc5\u8981\uff09\u304c\u5fc5\u8981\u3067\u3001\u30de\u30a4\u30cb\u30f3\u30b0\u30d6\u30fc\u30e0\u304c\u4e0b\u706b\u3068\u306a\u3063\u305f\u73fe\u5728\u3067\u3082\u3001\u30cb\u30fc\u30ba\u304c\u8870\u3048\u308b\u3053\u3068\u306a\u304f\u3001\u5186\u5b89\u72b6\u6cc1\u3082\u76f8\u307e\u3063\u3066\u4fa1\u683c\u306f\u9ad8\u5024\u5b89\u5b9a\u3068\u3044\u3063\u305f\u72b6\u6cc1\u3067\u3059\u3002\uff08ChatGPT\u3082\u81ea\u7136\u8a00\u8a9e\u7cfbAI\u3068\u3057\u3066\u306f\u3001\u751f\u6210\u7cfbAI\u306b\u542b\u307e\u308c\u307e\u3059\uff09<\/p>\n\n\n\n

Tacotron2+WaveGlow<\/h2>\n\n\n\n

\u97f3\u58f0\u30c7\u30fc\u30bf\u306b\u304a\u3051\u308b\u751f\u6210\u7cfbAI\u3068\u3044\u3048\u3070\u3001\u97f3\u58f0\u5408\u6210\u304c\u3042\u308a\u307e\u3059\u3002\u8457\u540d\u306a\u3082\u306e\u306b\u3001\u4eca\u56de\u53d6\u308a\u4e0a\u3052\u308b\u3001Tacotron2+WaveGlow<\/a>\u304c\u3042\u308a\u307e\u3059\u3002
\uff08\u8ad6\u6587\uff1a
https:\/\/arxiv.org\/abs\/1712.05884<\/a>\uff09

\u3053\u306e\u30e2\u30c7\u30eb\u3067\u306f\u540c\u4e00\u306e\u8a71\u8005\u304c\u5439\u304d\u8fbc\u3093\u3060\u30c7\u30fc\u30bf\u3092\u7528\u610f\u3057\u3001\u30e2\u30c7\u30eb\u5b66\u7fd2\u3092\u3059\u308c\u3070\u3001\u305d\u306e\u4eba\u7269\u306e\u7279\u5fb4\u3092\u30e2\u30c7\u30eb\u306b\u53d6\u308a\u8fbc\u307f\u3001\u6253\u3061\u8fbc\u3093\u3060\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u3001\u672c\u4eba\u305d\u3063\u304f\u308a\u306e\u97f3\u58f0\u3092\u751f\u6210\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002tacotron\u306e\u30b5\u30a4\u30c8\u306b\u306f\u3001
The LJ Speech Dataset<\/a>\u3067\u5b66\u7fd2\u3057\u305f\u30c7\u30e2\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002
\u3053\u306e\u30e2\u30c7\u30eb\u306e\u826f\u3044\u3068\u3053\u308d\u306f\u3001Tacotron2\u30e2\u30c7\u30eb \u3067\u30c6\u30ad\u30b9\u30c8\u304b\u3089\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u6210\u3057\u3001\u305d\u308c\u3092\u57fa\u306b\u3057\u3066WaveGlow\u30e2\u30c7\u30eb\u3067\u97f3\u58f0\u5408\u6210\u3092\u884c\u3046\u3068\u3044\u3046\u3001\uff12\u6bb5\u968e\u306e\u51e6\u7406\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u3053\u308d\u3060\u3068\u601d\u3044\u307e\u3059\u3002(\u4e0b\u56f3 )<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0<\/h2>\n\n\n\n

\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u306f\u4e00\u8a00\u3067\u8a00\u3046\u306a\u3089\u3070\u3001\u6642\u9593\u3001\u5468\u6ce2\u6570\u304a\u3088\u3073\u4fe1\u53f7\u5f37\u5ea6\u304b\u3089\u306a\u308b\uff13\u6b21\u5143\u30c7\u30fc\u30bf\u3067\u3001\u97f3\u58f0\u8a8d\u8b58\u30fb\u97f3\u58f0\u5408\u6210\u3092\u5b66\u3076\u8005\u306f\u5fc5\u305a\u901a\u308b\u9053\u3067\u3042\u308a\u3001\u3044\u3063\u3066\u307f\u308c\u3070\u57fa\u672c\u4e2d\u306e\u57fa\u672c\u3068\u3044\u3063\u305f\u30c7\u30fc\u30bf\u3067\u3001\u30d7\u30ed\u30c3\u30c8\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u7c21\u5358\u306b\u8996\u899a\u5316\u3067\u304d\u307e\u3059\u3002
\u97f3\u58f0\u30c7\u30fc\u30bf\u304b\u3089\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u3092\u4f5c\u308b\u306e\u306fPython\u3067\u7c21\u5358\u306b\u884c\u3048\u307e\u3059\u3002\u8a00\u3063\u3066\u307f\u308c\u3070\u30e2\u30c7\u30eb\u306e\u52d5\u304d\u3092\u8996\u899a\u7684\u306b\u3068\u3089\u3048\u3084\u3059\u3044\u3002
\u6700\u8fd1\u306e\u6027\u80fd\u304c\u9ad8\u3044\u3068\u3044\u308f\u308c\u3066\u3044\u308bE2E(End-to-end)\u578b\u306e\u30e2\u30c7\u30eb\u3067\u306f\u3001\u3053\u306e\u30e1\u30eb\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u3092\u751f\u6210\u3059\u308b\u5de5\u7a0b\u3092\u30d0\u30a4\u30d1\u30b9\u3059\u308b\u69cb\u6210\u306b\u306a\u308a\u3001\u30e2\u30c7\u30eb\u304c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u5316\u3057\u307e\u3059\u3002\u500b\u4eba\u7684\u306b\u306f\u3001Tacotron2\u306f\u3001\u9014\u4e2d\u7d50\u679c\u3092\u8996\u899a\u5316\u3067\u304d\u308b\u3068\u3044\u3046\u70b9\u3067\u3001\u4e00\u5ea6\u306f\u52d5\u304b\u3057\u3066\u304a\u304d\u305f\u3044\u30e2\u30c7\u30eb\u3060\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u6b21\u56de<\/h2>\n\n\n\n

\u4eca\u56de\u306fTacotron2\u306e\u6982\u8981\u306b\u3064\u3044\u3066\u304a\u4f1d\u3048\u3057\u307e\u3057\u305f\u3002\u6b21\u56de\u306f\u5b9f\u969b\u306bTacotron2\u3092\u52d5\u304b\u3059\u969b\u306e\u5b9f\u88c5\u65b9\u6cd5\u306b\u3064\u3044\u3066\u89e3\u8aac\u3057\u307e\u3059\u3002

<\/p>\n\n\n\n

\u95a2\u9023\u8a18\u4e8b<\/h2>\n\n\n\n

\u30fbTacotron2+WaveGlow \u3092\u52d5\u304b\u3059\uff08\u97f3\u58f0\u5408\u6210\uff09\u3010\u5f8c\u7de8\u3011<\/a><\/p>\n\n\n\n

\u5f53\u793e\u306b\u3064\u3044\u3066<\/h2>\n\n\n\n

\u65e5\u3005\u6700\u5148\u7aef\u306e\u6a5f\u68b0\u5b66\u7fd2\u30fb\u5206\u6790\u6280\u8853\u306e\u7814\u7a76\u3092\u884c\u3044\u3001\u305d\u308c\u3089\u3092\u6d3b\u7528\u3057\u305f\u4e88\u6e2c\u30e2\u30c7\u30eb\u30fbAI\u30e2\u30c7\u30eb\u306e\u63d0\u4f9b\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u30fb\u30c6\u30ad\u30b9\u30c8\u60c5\u5831\u3092\u7528\u3044\u305f\u5206\u985e\u30e2\u30c7\u30eb\u69cb\u7bc9<\/a>
\u30fb
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\u30fb
\u5546\u54c1\u30ec\u30b3\u30e1\u30f3\u30c9\u30e2\u30c7\u30eb\u69cb\u7bc9<\/a>
\u3082\u3063\u3068\u898b\u308b<\/a>\u3000<\/p>\n\n\n\n