Other:<\/strong> \ub2e4\uc591\ud55c \uc7a1\uc74c \ud658\uacbd\uc5d0\uc11c \ub179\uc74c\ub41c \uc74c\uc131 \ub370\uc774\ud130.<\/li>\n<\/ul>\n\uac01 \uce74\ud14c\uace0\ub9ac\ub294 \ud6c8\ub828(training), \uac80\uc99d(validation), \ud14c\uc2a4\ud2b8(test) \uc138\ud2b8\ub85c \ub610 \uad6c\ubd84\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc804\uccb4\uc801\uc73c\ub85c \uc57d 1000\uc2dc\uac04\uc758 \uc74c\uc131 \ub370\uc774\ud130\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc5b4, \uc74c\uc131 \uc778\uc2dd \uc2dc\uc2a4\ud15c\uc744 \ud6c8\ub828\uc2dc\ud0a4\uae30\uc5d0 \uc801\ud569\ud55c \uc790\ub8cc\uc785\ub2c8\ub2e4.<\/p>\n
1.2 \uc0ac\uc6a9 \uc5b8\uc5b4<\/h3>\n
LibriSpeech\ub294 \uc8fc\ub85c \uc601\uc5b4 \uc74c\uc131\uc744 \ub300\uc0c1\uc73c\ub85c \ud558\uace0 \uc788\uc73c\ub098, \ub2e4\uc591\ud55c \uc5b5\uc591\uacfc \ubc1c\uc74c\uc744 \ud3ec\ud568\ud558\uace0 \uc788\uc5b4 \ub2e4\uad6d\uc801 \ubaa8\ub378 \ud559\uc2b5\uc5d0\ub3c4 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc601\uc5b4 \uc774\uc678\uc758 \uc5b8\uc5b4\ub97c \uc9c0\uc6d0\ud558\uace0\uc790 \ud560 \uacbd\uc6b0, \ub2e4\ub978 \ub370\uc774\ud130\uc14b\uacfc \ubcd1\ud589\ud558\uc5ec \uc0ac\uc6a9\ud558\uae38 \uad8c\uc7a5\ud569\ub2c8\ub2e4.<\/p>\n
2. LibriSpeech\uc758 \ud2b9\uc9d5<\/h2>\n
LibriSpeech\ub294 \ub9ce\uc740 \uc5f0\uad6c\uc790\ub4e4\uc5d0\uac8c \uc778\uae30\ub97c \ub04c\uace0 \uc788\ub294 \uc774\uc720\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ub450\ub4dc\ub7ec\uc9c4 \ud2b9\uc9d5\ub4e4\uc744 \uac00\uc9c0\uace0 \uc788\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4:<\/p>\n
2.1 \ub2e4\uc591\uc131<\/h3>\n
LibriSpeech\ub294 \ub2e4\uc591\ud55c \ud654\uc790, \uc5b5\uc591 \ubc0f \ubc1c\uc74c\uc744 \ud3ec\ud568\ud558\uace0 \uc788\uc5b4, \ubaa8\ub378\uc758 \uc77c\ubc18\ud654\ub97c \ub3c4\uc640\uc90d\ub2c8\ub2e4. \ub370\uc774\ud130\uc14b\uc740 \uc131\ubcc4, \uc5f0\ub839, \uadf8\ub9ac\uace0 \uc9c0\uc5ed\uc5d0 \ub530\ub978 \ub2e4\uc591\ud55c \ubcc0\ud654\ub97c \ud3ec\ud568\ud558\uace0 \uc788\uc5b4, \ubcf4\ub2e4 Robust\ud55c \uc74c\uc131 \uc778\uc2dd \ubaa8\ub378\uc744 \ud559\uc2b5\ud560 \uc218 \uc788\ub294 \uae30\ud68c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n
2.2 \ub300\uaddc\ubaa8 \ub370\uc774\ud130<\/h3>\n
1000\uc2dc\uac04 \uc774\uc0c1\uc758 \uc74c\uc131 \ub370\uc774\ud130\ub294 \ub9ce\uc740 \uc591\uc758 \uc0d8\ud50c\uc744 \uc81c\uacf5\ud558\uc5ec, \ub354\uc6b1 \uc815\ud655\ud558\uace0 \uc2e0\ub8b0\uc131 \uc788\ub294 \ubaa8\ub378\uc744 \uad6c\ucd95\ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc740 \ub610\ud55c \uc624\ubc84\ud53c\ud305\uc744 \ubc29\uc9c0\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n
2.3 \uc8fc\uc11d \uc815\ubcf4<\/h3>\n
LibriSpeech\uc5d0\ub294 \uc624\ub514\uc624 \ud30c\uc77c\ubfd0\ub9cc \uc544\ub2c8\ub77c \uac01 \uc624\ub514\uc624 \ud30c\uc77c\uc5d0 \ub300\ud55c \ud14d\uc2a4\ud2b8 \ud2b8\ub79c\uc2a4\ud06c\ub9bd\ud2b8\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc5b4, \uc74c\uc131 \uc778\uc2dd \ubaa8\ub378 \ud559\uc2b5\uc5d0 \ud544\uc694\ud55c \ubaa8\ub4e0 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc774\ub294 \ubaa8\ub378\uc774 \uc74c\uc131\uc744 \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n
2.4 \uc624\ud508 \uc18c\uc2a4<\/h3>\n
LibriSpeech\ub294 \uc624\ud508 \uc18c\uc2a4 \ud615\ud0dc\ub85c \uc81c\uacf5\ub3fc \ub204\uad6c\ub098 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uba38\uc2e0\ub7ec\ub2dd \uc5f0\uad6c\uc790\ub4e4\uc774 \ub370\uc774\ud130\uc14b\uc744 \uc27d\uac8c \uc811\uadfc\ud558\uace0, \uc2e4\ud5d8 \ubc0f \uc5f0\uad6c \uacb0\uacfc\ub97c \uacf5\uc720\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n
3. LibriSpeech \ud65c\uc6a9 \uc0ac\ub840<\/h2>\n
LibriSpeech\ub294 \uc74c\uc131 \uc778\uc2dd \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\ub294 \ub370 \uc788\uc5b4 \ub9ce\uc740 \uc5f0\uad6c\uc640 \uac1c\ubc1c\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ubd84\uc57c\uac00 \ud3ec\ud568\ub429\ub2c8\ub2e4:<\/p>\n
3.1 \uc74c\uc131 \uc778\uc2dd \uc2dc\uc2a4\ud15c<\/h3>\n
LibriSpeech\ub294 \uc790\ub3d9 \uc74c\uc131 \uc778\uc2dd(ASR) \uc2dc\uc2a4\ud15c\uc758 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ub370\uc5d0 \uc801\uadf9\uc801\uc73c\ub85c \ud65c\uc6a9\ub429\ub2c8\ub2e4. \ub9ce\uc740 \ucd5c\uc2e0 \uc74c\uc131 \uc778\uc2dd \ubaa8\ub378\ub4e4\uc774 LibriSpeech \ub370\uc774\ud130\uc14b\uc744 \uae30\ubc18\uc73c\ub85c \ud6c8\ub828\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc5f0\uad6c\uc790\ub4e4\uc774 \ub2e4\ub978 \ub370\uc774\ud130\uc14b\uc5d0 \ube44\ud574 \ub354 \ub098\uc740 \uc131\uacfc\ub97c \uac70\ub458 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4.<\/p>\n
3.2 \uc74c\uc131 \ud569\uc131<\/h3>\n
\uc74c\uc131 \ud569\uc131\uc740 \uc790\uc5f0\uc5b4 \ucc98\ub9ac(NLP)\uc758 \ud55c \ubd84\uc57c\ub85c, LibriSpeech\uc758 \ud2b8\ub79c\uc2a4\ud06c\ub9bd\ud2b8\ub97c \ud65c\uc6a9\ud558\uc5ec \ud6c8\ub828\ud560 \uc218 \uc788\ub294 \uc74c\uc131 \ud569\uc131 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub294 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uc99d\ub300\uc2dc\ud0a4\uba70, \ub2e4\uc591\ud55c \ube44\uc988\ub2c8\uc2a4 \ud658\uacbd\uc5d0\uc11c \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3.3 \uac10\uc815 \ubd84\uc11d<\/h3>\n
\uc74c\uc131 \ub370\uc774\ud130\ub294 \uac10\uc815 \ubd84\uc11d\uc744 \ube44\ub86f\ud574 \ub2e4\uc591\ud55c \uac10\uc815 \uc778\uc2dd \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ub9e4\uc6b0 \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. LibriSpeech \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud558\uc5ec \ud2b9\uc815 \uac10\uc815\uc744 \ud45c\ud604\ud558\ub294 \uc74c\uc131\uc744 \uc2dd\ubcc4\ud558\uace0 \ubd84\uc11d\ud560 \uc218 \uc788\ub294 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4. LibriSpeech \ub370\uc774\ud130\uc14b \ub2e4\uc6b4\ub85c\ub4dc \ubc29\ubc95<\/h2>\n
LibriSpeech \ub370\uc774\ud130\uc14b\uc740 \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8\uc5d0\uc11c \uc790\uc720\ub86d\uac8c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc544\ub798\uc758 \ub9c1\ud06c\ub97c \ud1b5\ud574 \ub2e4\uc591\ud55c \uc138\ud2b8(Train, Dev, Test)\uc640 \ud074\ub9b0 \ubc0f \uae30\ud0c0 \ub370\uc774\ud130\ub97c \uc120\ud0dd\ud558\uc5ec \ubc1b\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
https:\/\/www.openslr.org\/12\/<\/code><\/pre>\n4.1 \ub370\uc774\ud130 \ub2e4\uc6b4\ub85c\ub4dc \uc808\ucc28<\/h3>\n
\ub370\uc774\ud130\uc14b\uc744 \ub2e4\uc6b4\ub85c\ub4dc\ud558\uae30 \uc704\ud55c \uc808\ucc28\ub294 \uac04\ub2e8\ud569\ub2c8\ub2e4:<\/p>\n
\n- \uacf5\uc2dd \uc6f9\uc0ac\uc774\ud2b8\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4.<\/li>\n
- \uc6d0\ud558\ub294 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n
- \ub370\uc774\ud130\uc14b\uc5d0 \ub300\ud574 \uc81c\uc2dc\ub41c \ub2e4\uc6b4\ub85c\ub4dc \ub9c1\ud06c\ub97c \ud074\ub9ad\ud569\ub2c8\ub2e4.<\/li>\n
- \ub370\uc774\ud130\uac00 \uc555\ucd95 \ud30c\uc77c \ud615\ud0dc\ub85c \uc81c\uacf5\ub418\ubbc0\ub85c, \uc774\ub97c \uc801\uc808\ud55c \uc704\uce58\uc5d0 \uc555\ucd95 \ud574\uc81c\ud569\ub2c8\ub2e4.<\/li>\n<\/ol>\n
5. \uacb0\ub860<\/h2>\n
LibriSpeech\ub294 \ud604\ub300 \uc74c\uc131 \uc778\uc2dd \uae30\uc220 \uac1c\ubc1c\uc5d0 \uc788\uc5b4 \uac00\uc7a5 \uc911\uc694\ud55c \ub370\uc774\ud130\uc14b \uc911 \ud558\ub098\ub85c, \uc5f0\uad6c\uc790\ub4e4\uc5d0\uac8c \uadc0\uc911\ud55c \uc790\uc6d0\uc73c\ub85c \uc790\ub9ac\uc7a1\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub300\uaddc\ubaa8, \ub2e4\uc591\uc131, \uace0\ud488\uc9c8 \uc8fc\uc11d \ub370\uc774\ud130\uc758 \uc870\ud569\uc740 \uc74c\uc131 \uc778\uc2dd \ubd84\uc57c\uc758 \uc5ec\ub7ec \uc5f0\uad6c\uc5d0\uc11c \ub9e4\uc6b0 \uc720\uc6a9\ud558\uac8c \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \ub370\uc774\ud130\uc14b\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354 \ub098\uc740 \uc74c\uc131 \uc778\uc2dd \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uace0, \ub2e4\uc591\ud55c \ucd94\uac00 \uc5f0\uad6c\ub97c \uc9c4\ud589\ud560 \uc218 \uc788\uc744 \uac83\uc785\ub2c8\ub2e4.<\/p>\n
LibriSpeech \ub370\uc774\ud130\uc14b\uc740 \uba38\uc2e0\ub7ec\ub2dd \ubc0f \ub525\ub7ec\ub2dd\uc744 \ud1b5\ud55c \uc74c\uc131 \uc778\uc2dd \uc5f0\uad6c\ub97c \uc9c4\ud589\ud558\ub294 \ub370 \uc788\uc5b4\uc11c, \uac00\uc7a5 \uac15\ub825\ud55c \ub3c4\uad6c \uc911 \ud558\ub098\uc785\ub2c8\ub2e4. \ud798\uc744 \ud569\uccd0 \uc74c\uc131 \uc778\uc2dd\uc758 \ubbf8\ub798\ub97c \ubc1d\ud790 \uc218 \uc788\ub3c4\ub85d \ub9ce\uc740 \uc5f0\uad6c\uc790\ub4e4\uacfc \ub370\uc774\ud130 \uc0ac\uc774\uc5b8\ud2f0\uc2a4\ud2b8\ub4e4\uc774 \uc774 \ub370\uc774\ud130\ub97c \ud65c\uc6a9\ud558\uae38 \uae30\ub300\ud569\ub2c8\ub2e4.<\/p>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc74c\uc131 \uc778\uc2dd \uae30\uc220\uc740 \uba38\uc2e0\ub7ec\ub2dd\uacfc \uc778\uacf5\uc9c0\ub2a5\uc758 \ubc1c\uc804\uc744 \ud1b5\ud574 \ud06c\uac8c \ud5a5\uc0c1\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc1c\uc804\uc758 \ub4a4\uc5d0\ub294 \ub300\uaddc\ubaa8\uc758 \ud488\uc9c8 \ub192\uc740 \ud559\uc2b5 \ub370\uc774\ud130\uc14b\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. LibriSpeech\ub294 \uc74c\uc131 \uc778\uc2dd \ubaa8\ub378 \ud559\uc2b5\uc744 \uc704\ud55c \ub300\ud45c\uc801\uc778 \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc73c\ub85c, \ub2e4\uc591\ud55c \ubc29\uba74\uc5d0\uc11c \ud65c\uc6a9\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ubcf8 \uae00\uc5d0\uc11c\ub294 LibriSpeech \ub370\uc774\ud130\uc14b\uc758 \uad6c\uc131, \ud2b9\uc9d5, \ud65c\uc6a9 \ubc29\uc548, \uadf8\ub9ac\uace0 \uacf5\uac1c\ub41c \ub370\uc774\ud130\ub97c \uc5bb\uc744 \uc218 \uc788\ub294 \uacf3\uc5d0 \ub300\ud574 \uae4a\uc774 \uc788\uac8c \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. 1. 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