{"id":38557,"date":"2020-09-16T23:30:06","date_gmt":"2020-09-16T14:30:06","guid":{"rendered":"https:\/\/jirak.net\/wp\/amazon-transcribe-%ec%9e%90%eb%8f%99-%ec%96%b8%ec%96%b4-%ec%8b%9d%eb%b3%84-%ea%b8%b0%eb%8a%a5-%ec%b6%9c%ec%8b%9c-%ec%84%9c%ec%9a%b8-%eb%a6%ac%ec%a0%84-%ed%8f%ac%ed%95%a8\/"},"modified":"2020-09-16T23:34:11","modified_gmt":"2020-09-16T14:34:11","slug":"amazon-transcribe-%ec%9e%90%eb%8f%99-%ec%96%b8%ec%96%b4-%ec%8b%9d%eb%b3%84-%ea%b8%b0%eb%8a%a5-%ec%b6%9c%ec%8b%9c-%ec%84%9c%ec%9a%b8-%eb%a6%ac%ec%a0%84-%ed%8f%ac%ed%95%a8","status":"publish","type":"post","link":"https:\/\/jirak.net\/wp\/amazon-transcribe-%ec%9e%90%eb%8f%99-%ec%96%b8%ec%96%b4-%ec%8b%9d%eb%b3%84-%ea%b8%b0%eb%8a%a5-%ec%b6%9c%ec%8b%9c-%ec%84%9c%ec%9a%b8-%eb%a6%ac%ec%a0%84-%ed%8f%ac%ed%95%a8\/","title":{"rendered":"Amazon Transcribe, \uc790\ub3d9 \uc5b8\uc5b4 \uc2dd\ubcc4 \uae30\ub2a5 \ucd9c\uc2dc (\uc11c\uc6b8 \ub9ac\uc804 \ud3ec\ud568)"},"content":{"rendered":"

Amazon Transcribe, \uc790\ub3d9 \uc5b8\uc5b4 \uc2dd\ubcc4 \uae30\ub2a5 \ucd9c\uc2dc (\uc11c\uc6b8 \ub9ac\uc804 \ud3ec\ud568)<\/p>\n

2017\ub144\uc5d0 AWS\uc5d0\uc11c\ub294 \uac1c\ubc1c\uc790\uac00 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc74c\uc131-\ubb38\uc790 \ubcc0\ud658 \uae30\ub2a5\uc744 \uc27d\uac8c \ucd94\uac00\ud560 \uc218 \uc788\ub294 \uc790\ub3d9 \uc74c\uc131 \uc778\uc2dd(ASR) \uc11c\ube44\uc2a4\uc778 Amazon Transcribe<\/a>\ub97c \ucd9c\uc2dc\ud588\uc2b5\ub2c8\ub2e4. \uc774\ud6c4 \uc9c0\uc6d0 \uc5b8\uc5b4\ub97c \ub354 \ucd94\uac00\ud558\uc5ec \uc804 \uc138\uacc4 \uace0\uac1d\uc740 6\uac1c \uc5b8\uc5b4\uc5d0 \ub300\ud55c \uc2e4\uc2dc\uac04 \uc74c\uc131 \uc778\uc2dd\uc744 \ud3ec\ud568\ud558\uc5ec \ucd1d 31\uac1c \uc5b8\uc5b4<\/a>\ub85c \uc624\ub514\uc624 \ub179\uc74c\uc744 \uc778\uc2dd \ubc0f \ud14d\uc2a4\ud2b8 \ubcc0\ud658\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n

Amazon Transcribe<\/a>\uc758 \ubcf4\ud3b8\uc801\uc778 \uc6a9\ub3c4\ub294 \uace0\uac1d \ud1b5\ud654 \ub0b4\uc6a9\uc744 \uc778\uc2dd\ud558\uc5ec \ud14d\uc2a4\ud2b8\ub85c \ubcc0\ud658\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uae30\uc5c5\uc5d0\uc11c\ub294 \uc790\uc5f0\uc5b4 \ucc98\ub9ac \uae30\uc220\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc74c\uc131 \uc778\uc2dd\ub41c \ud14d\uc2a4\ud2b8\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uace0\uac1d \uc815\uc11c\ub97c \uac10\uc9c0\ud558\uac70\ub098 \uac00\uc7a5 \ud754\ud55c \uc804\ud654 \ubb38\uc758 \uc0ac\uc720\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5ec\ub7ec \uacf5\uc2dd \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\ub294 \uad6d\uac00 \ub610\ub294 \uc5ec\ub7ec \ub9ac\uc804\uc5d0\uc11c \ube44\uc988\ub2c8\uc2a4\ub97c \uc6b4\uc601\ud558\ub294 \uacbd\uc6b0, \uc624\ub514\uc624 \ud30c\uc77c\uc5d0 \uc5ec\ub7ec \uac1c\uc758 \uc5b8\uc5b4\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0, \ud30c\uc77c\uc5d0 \uc218\ub3d9\uc73c\ub85c \uc801\uc808\ud55c \uc5b8\uc5b4\ub97c \ud0dc\uadf8\ud574\uc57c \uc74c\uc131 \uc778\uc2dd \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \ud558\ub824\uba74 \ubcf4\ud1b5 \ub2e4\uad6d\uc5b4\ub97c \uad6c\uc0ac\ud560 \uc904 \uc544\ub294 \ud300\uc744 \uafb8\ub824\uc57c \ud558\ub294\ub370, \uadf8\ub7ec\ub824\uba74 \ucd94\uac00 \ube44\uc6a9\uc774 \ub4e4\uace0 \uc624\ub514\uc624 \ud30c\uc77c \ucc98\ub9ac\uac00 \ub2a6\uc5b4\uc9c0\uac8c \ub429\ub2c8\ub2e4.<\/p>\n

\ubbf8\ub514\uc5b4 \ub610\ub294 \uc5d4\ud130\ud14c\uc778\uba3c\ud2b8 \uc5c5\uacc4\uc758 \uacbd\uc6b0, Amazon Transcribe<\/a>\uac00 \uc8fc\ub85c \ubbf8\ub514\uc5b4 \ucf58\ud150\uce20\ub97c \uac80\uc0c9 \ubc0f \uc561\uc138\uc2a4 \uac00\ub2a5\ud55c \ud14d\uc2a4\ud2b8 \ud30c\uc77c\ub85c \ubcc0\ud658\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc790\ub9c9 \ub610\ub294 \uc74c\uc131 \uc778\uc2dd \uc790\ub8cc\ub97c \ub9cc\ub4e4\uac70\ub098, \ucf58\ud150\uce20\ub97c \uc870\uc815\ud558\ub294 \ub4f1\uc758 \uc0ac\uc6a9 \uc0ac\ub840\uac00 \ub300\ud45c\uc801\uc785\ub2c8\ub2e4. Amazon Transcribe<\/a>\ub294 \uc6b4\uc601 \ud300\uc5d0\uc11c \ud488\uc9c8 \uad00\ub9ac \uc5c5\ubb34\ub97c \ucc98\ub9ac\ud558\ub294 \ub370\ub3c4 \uc4f0\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ucd94\ucd9c\ub41c \ud14d\uc2a4\ud2b8\uc5d0 \uc788\ub294 \ud0c0\uc784\uc2a4\ud0ec\ud504\ub97c \ucc38\uace0\ud558\uc5ec \uc624\ub514\uc624\uc640 \ube44\ub514\uc624 \uc18d\ub3c4\uac00 \ub9de\ub294\uc9c0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ube44\ub514\uc624\uc5d0\uc11c \uc4f0\uc778 \uc8fc \uc5b8\uc5b4\uac00 \uc62c\ubc14\ub974\uac8c \ub808\uc774\ube14\ub9c1\ub418\uc5c8\ub294\uc9c0 \ud655\uc778\ud558\uc5ec \ube44\ub514\uc624\uac00 \uc798\ubabb\ub41c \uc5b8\uc5b4\ub85c \uc2a4\ud2b8\ub9ac\ubc0d\ub418\uc9c0 \uc54a\ub3c4\ub85d \ubc29\uc9c0\ud558\ub294 \ub4f1\uc758 \ub2e4\ub978 \ubb38\uc81c\ub294 \uac04\ub2e8\ud558\uac8c \ud574\uacb0\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc624\ub298, Amazon Transcribe<\/a>\uac00 \uc774\uc81c \uc624\ub514\uc624 \ub179\uc74c\uc5d0\uc11c \uc8fc\ub85c \uc4f0\uc778 \uc5b8\uc5b4\ub97c \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud560 \uc218 \uc788\uac8c \ub418\uc5c8\ub2e4\ub294 \uae30\uc05c \uc18c\uc2dd\uc744 \uc54c\ub824\ub4dc\ub9bd\ub2c8\ub2e4. \uc774 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uba74 \ud0dc\uadf8\ub97c \uc9c1\uc811 \uc9c0\uc815\ud560 \ud544\uc694\uac00 \uc5c6\uc73c\ubbc0\ub85c \ubcf4\ub2e4 \ud6a8\uc728\uc801\uc778 \uc74c\uc131 \uc778\uc2dd \uc6cc\ud06c\ud50c\ub85c\ub97c \uad6c\ucd95\ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4. \uc704\uc5d0\uc11c \uc5b8\uae09\ud55c \uc608\uc81c \uc678\uc5d0\ub3c4, \uc774\uc81c Amazon Transcribe<\/a>\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc74c\uc131 \uba54\uc77c, \ud68c\uc758 \ub4f1 \ubaa8\ub4e0 \ud615\uc2dd\uc758 \ub179\uc74c\ub41c \ub300\ud654\ub97c \uc790\ub3d9\uc73c\ub85c \uc778\uc2dd\ud558\uc5ec \uc74c\uc131 \uc778\uc2dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc790\ub3d9 \uc5b8\uc5b4 \uc2dd\ubcc4 \uc18c\uac1c<\/strong><\/span>
Amazon Transcribe<\/a>\ub294 \ucd5c\uc18c 30\ucd08 \uae38\uc774\uc758 \uc624\ub514\uc624 \ud30c\uc77c\ub9cc \uc788\uc73c\uba74 \ud0dc\uadf8\ub97c \uc218\ub3d9\uc73c\ub85c \uc9c0\uc815\ud558\ub294 \ub370 \uc2dc\uac04\uacfc \ub9ac\uc18c\uc2a4\ub97c \ub0ad\ube44\ud560 \ud544\uc694 \uc5c6\uc774 \uc74c\uc131 \uc5b8\uc5b4 \uc778\uc2dd\uc744 \ud6a8\uc728\uc801\uc73c\ub85c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc9c0\uc6d0\ub418\ub294 \ubaa8\ub4e0 31\uac1c \uc5b8\uc5b4\uc5d0\uc11c \ubc30\uce58 \ud2b8\ub79c\uc2a4\ud06c\ub9bd\uc158 \ubaa8\ub4dc\ub97c \uc0ac\uc6a9\ud558\uba74 \uc8fc\ub85c \uc4f0\ub294 \uc5b8\uc5b4\ub97c \uc790\ub3d9\uc73c\ub85c \uc2dd\ubcc4\ud569\ub2c8\ub2e4. \uc0d8\ud50c\ub9c1 \uae30\uc220 \ub355\ubd84\uc5d0 \uc5b8\uc5b4 \uc2dd\ubcc4 \uc791\uc5c5\uc740 \uba87 \ucd08\uc5d0 \uac78\uccd0 \uc74c\uc131 \uc778\uc2dd \uc790\uccb4\uc5d0\uc11c\ubcf4\ub2e4 \ud6e8\uc52c \ube60\ub974\uac8c \uc774\ub8e8\uc5b4\uc9d1\ub2c8\ub2e4.<\/p>\n

\uc774\ubbf8 \uc74c\uc131 \uc778\uc2dd<\/a>\uc5d0 Amazon Transcribe\ub97c \uc0ac\uc6a9 \uc911\uc778 \uacbd\uc6b0, StartTranscriptionJob<\/em><\/a> API\uc5d0\uc11c \uc774 \uae30\ub2a5\uc744 \ud65c\uc131\ud654\ud558\uae30\ub9cc \ud558\uba74 \ub429\ub2c8\ub2e4. \uc74c\uc131 \uc778\uc2dd \uc791\uc5c5\uc774 \uc644\ub8cc\ub418\uae30 \uc804\uc5d0 GetTranscriptionJob<\/em><\/a> API\uc758 \uc751\ub2f5\uc744 \ud1b5\ud574 \uc624\ub514\uc624 \ub179\uc74c\uc758 \uc8fc\ub85c \uc4f0\ub294 \uc5b8\uc5b4\uc640 \ub354\ubd88\uc5b4 \uc2e0\ub8b0\ub3c4 \uc810\uc218(0~1)\ub3c4 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b8\ub79c\uc2a4\ud06c\ub9bd\ud2b8\uc5d0\ub294 \uc0c1\uc704 5\uac1c \uc5b8\uc5b4\uac00 \ubaa9\ub85d\uc73c\ub85c \ub098\uc5f4\ub418\uba70 \uac01\uac01\uc758 \uc2e0\ub8b0\ub3c4 \uc810\uc218\ub3c4 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/p>\n

\ubb3c\ub860 Amazon Transcribe<\/a>\ub97c \uc790\ub3d9 \uc5b8\uc5b4 \uc2dd\ubcc4 \uae30\ub2a5\uc5d0\ub9cc \uc0ac\uc6a9\ud558\uace0\uc790 \ud558\ub294 \uacbd\uc6b0, API \uc751\ub2f5\ub9cc \ucc98\ub9ac\ud558\uace0 \ud2b8\ub79c\uc2a4\ud06c\ub9bd\ud2b8\ub97c \ubb34\uc2dc\ud558\uba74 \ub429\ub2c8\ub2e4. \uc774 \uacbd\uc6b0, \ube44\uc6a9\uc744 \ucd5c\uc18c\ud654\ud558\uae30 \uc704\ud574 30~45\ucd08\uc758 \uc9e7\uc740 \uc624\ub514\uc624 \ub179\uc74c\uc744 \uace0\uc218\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n

\ub610\ud55c StartTranscriptionJob<\/em><\/a> API\uc5d0 \uc5b8\uc5b4 \ubaa9\ub85d\uc744 \uc804\ub2ec\ud558\uc5ec Amazon Transcribe<\/a>\uac00 \uc2dd\ubcc4\ud558\ub824\ub294 \uc5b8\uc5b4\ub97c \uc81c\ud55c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ud68c\uc0ac \ucf5c\uc13c\ud130\uc5d0\uc11c \uc601\uc5b4, \uc2a4\ud398\uc778\uc5b4\uc640 \ud504\ub791\uc2a4\uc5b4\ub85c\ub9cc \uc804\ud654 \ubb38\uc758\ub97c \uc811\uc218\ud558\ub294 \uacbd\uc6b0, \uc774 \ubaa9\ub85d\uc5d0\uc11c \uc2dd\ubcc4 \uac00\ub2a5\ud55c \uc5b8\uc5b4\ub97c \uc81c\ud55c\ud558\uba74 \uc5b8\uc5b4 \uc2dd\ubcc4 \uc815\ud655\ub3c4\uac00 \ub354 \ub192\uc544\uc9d1\ub2c8\ub2e4.<\/p>\n

\uc774\uc81c \uc774 \ucd5c\uc2e0 \uae30\ub2a5\uc758 \uc0ac\uc6a9\ubc95\uc774 \uc5bc\ub9c8\ub098 \uc26c\uc6b4\uc9c0 \uc9c1\uc811 \ubcf4\uc5ec\ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4!<\/p>\n

Amazon Transcribe\ub85c \uc8fc\ub85c \uc4f0\ub294 \uc5b8\uc5b4 \uac10\uc9c0
<\/strong><\/span>\uc6b0\uc120, \ud488\uc9c8\uc774 \uc88b\uc740 \uc0d8\ud50c\ubd80\ud130 \uc0ac\uc6a9\ud574 \ubd05\uc2dc\ub2e4. 2019\ub144 \ud30c\ub9ac\uc5d0\uc11c \uc5f4\ub9b0 AWS Summit\uc758 \ubc1c\ud45c \uc138\uc158<\/a> \uc911 \ud55c \uc624\ub514\uc624 \ud2b8\ub799\uc744 \uc0ac\uc6a9\ud558\uaca0\uc2b5\ub2c8\ub2e4. youtube-dl<\/em><\/a> \ub3c4\uad6c\ub97c \uc0ac\uc6a9\ud558\uc5ec \uac04\ud3b8\ud558\uac8c \ub2e4\uc6b4\ub85c\ub4dc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

$ youtube-dl -f bestaudio https:\/\/www.youtube.com\/watch?v=AFN5jaTurfA
$ mv AWS & EarthCube _ Deep learning démarrer avec MXNet et Tensorflow en 10 minutes-AFN5jaTurfA.m4a video.m4a<\/code><\/p>\n

ffmpeg<\/a><\/em>\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc624\ub514\uc624 \ud074\ub9bd\uc744 1\ubd84 \uae38\uc774\ub85c \uc904\uc785\ub2c8\ub2e4.<\/p>\n

$ ffmpeg -i video.m4a -ss 00:00:00.00 -t 00:01:00.00 video-1mn.m4a<\/code><\/p>\n

\n

\uadf8\ub7f0 \ub2e4\uc74c, \uc774 \ud074\ub9bd\uc744 Amazon Simple Storage Service(S3)<\/a> \ubc84\ud0b7\uc5d0 \uc5c5\ub85c\ub4dc\ud569\ub2c8\ub2e4.<\/p>\n

$ aws s3 cp video-1mn.m4a s3:\/\/jsimon-transcribe-uswest2\/<\/code><\/p>\n

\ub2e4\uc74c\uc73c\ub85c, \uc5b8\uc5b4 \uc2dd\ubcc4 \uae30\ub2a5\uc744 \ud65c\uc131\ud654\ud55c \uc0c1\ud0dc\uc5d0\uc11c AWS CLI\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774 \uc624\ub514\uc624 \ud074\ub9bd\uc5d0\uc11c \ud2b8\ub79c\uc2a4\ud06c\ub9bd\uc158 \uc791\uc5c5\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4.<\/p>\n

$ awscli transcribe start-transcription-job --transcription-job-name video-test --identify-language --media MediaFileUri=s3:\/\/jsimon-transcribe-uswest2\/video-1mn.m4a<\/code><\/p>\n

\uba87 \ucd08\ub9cc \uae30\ub2e4\ub838\ub2e4\uac00 \uc791\uc5c5 \uc0c1\ud0dc\ub97c \ud655\uc778\ud569\ub2c8\ub2e4. Amazon CloudWatch<\/a> \uc774\ubca4\ud2b8\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc5b8\uc5b4 \uc2dd\ubcc4\uc774 \uc644\ub8cc\ub418\uba74 \uc54c\ub9bc\uc744 \ubc1b\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

$ awscli transcribe get-transcription-job --transcription-job-name video-test<\/code>
{<\/code>
    "TranscriptionJob": {<\/code>
        "TranscriptionJobName": "video-test",<\/code>
        "TranscriptionJobStatus": "IN_PROGRESS",<\/strong><\/code>
        "LanguageCode": "fr-FR",<\/strong><\/code>
        "MediaSampleRateHertz": 44100,<\/code>
        "MediaFormat": "mp4",<\/code>
        "Media": {<\/code>
        "MediaFileUri": "s3:\/\/jsimon-transcribe-uswest2\/video-1mn.m4a"<\/code>
    },<\/code>
    "Transcript": {},<\/code>
    <\/code>"StartTime": 1593704323.312,
"CreationTime": 1593704323.287,<\/code>
    "Settings": {<\/code>
        "ChannelIdentification": false,<\/code>
        "ShowAlternatives": false<\/code>
    },<\/code>
    "IdentifyLanguage": true,<\/code>
    "IdentifiedLanguageScore": 0.915885329246521<\/strong><\/code>
    }<\/code>
}<\/code><\/p>\n

\ucd9c\ub825\uc5d0 \uac15\uc870 \ud45c\uc2dc\ub41c \uac83\uacfc \uac19\uc774, 91.59%\uc758 \ub192\uc740 \uc2e0\ub8b0\ub3c4 \uc810\uc218\uc640 \ud568\uaed8 \uba87 \ucd08 \uc548\uc5d0 \uc8fc\ub85c \uc4f0\ub294 \uc5b8\uc5b4\uac00 \uc62c\ubc14\ub974\uac8c \uac10\uc9c0\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uba87 \ucd08\uac00 \ub354 \uc9c0\ub09c \ub4a4, \ud2b8\ub79c\uc2a4\ud06c\ub9bd\uc158 \uc791\uc5c5\uc774 \uc644\ub8cc\ub429\ub2c8\ub2e4. \uac19\uc740 CLI \ud638\ucd9c\uc744 \uc2e4\ud589\ud558\uba74 \uc774 \ud2b8\ub79c\uc2a4\ud06c\ub9bd\uc158\uc5d0 \ub300\ud55c \ub9c1\ud06c\ub97c \ud68c\uc218\ud560 \uc218 \uc788\uc73c\uba70, \uc5ec\uae30\uc5d0\ub294 \ud574\ub2f9 \uc624\ub514\uc624 \ud074\ub9bd\uc5d0 \uc4f0\uc778 \uc0c1\uc704 5\uac1c \uc5b8\uc5b4\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4(\uc810\uc218\ub97c \ub0b4\ub9bc\ucc28\uc21c\uc73c\ub85c \uc815\ub82c).<\/p>\n

"language_identification":[{"score":"0.9159","code":"fr-FR"},{"score":"0.0839","code":"fr-CA"},{"score":"0.0001","code":"en-GB"},{"score":"0.0001","code":"pt-PT"},{"score":"0.0001","code":"de-CH"}]<\/code><\/p>\n

\ud504\ub791\uc2a4\uc5b4\uc640 \uce90\ub098\ub2e4 \ud504\ub791\uc2a4\uc5b4\ub97c \ud569\ud558\uba74 100%\uc5d0 \ub2ec\ud558\ub294 \uc810\uc218\uac00 \ub098\uc628 \uc148\uc774\ubbc0\ub85c, \uc774 \ud074\ub9bd\uc740 \ud2c0\ub9bc\uc5c6\uc774 \ud504\ub791\uc2a4\uc5b4\uc785\ub2c8\ub2e4. \uacbd\uc6b0\uc5d0 \ub530\ub77c \uc774 \uc815\ub3c4\uc758 \uc0c1\uc138\ud55c \uc218\uc900\uc740 \uc6d0\uce58 \uc54a\uc744 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \uc608\uc81c\uc5d0\uc11c\ub294 \uac10\uc9c0\ub418\ub294 \uc5b8\uc5b4 \ubaa9\ub85d\uc744 \uc81c\ud55c\ud558\ub294 \ubc29\ubc95\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n

\uac10\uc9c0\ub41c \uc5b8\uc5b4 \ubaa9\ub85d \uc81c\ud55c
<\/strong><\/span>\uace0\uac1d \ud1b5\ud654 \ubcc0\ud658\uc740 Amazon Transcribe<\/a>\uc758 \ubcf4\ud3b8\uc801\uc778 \uc0ac\uc6a9 \uc0ac\ub840\uc785\ub2c8\ub2e4. \uc774\uac83\uc740 \uc81c\uac00 Amazon Transcribe<\/a> \ud398\uc774\uc9c0\uc758 \ud504\ub791\uc2a4\uc5b4 \ubc84\uc804\uc5d0\uc11c \ud55c \ub2e8\ub77d\uc744 \uc18c\ub9ac \ub0b4\uc5b4 \uc77d\uc740 40\ucd08 \uae38\uc774\uc758 \uc624\ub514\uc624 \ud074\ub9bd<\/a>(WAV, 8KHz, 16\ube44\ud2b8 \ud574\uc0c1\ub3c4)\uc785\ub2c8\ub2e4. \ub4e4\uc73c\uc2e0 \uac83\ucc98\ub7fc \uc74c\uc9c8\uc774 \ubcc4\ub85c \uc88b\uc9c0 \uc54a\uc740 \ub370\ub2e4 \ubc30\uacbd \uc74c\uc545(\ubc14\ud750 \uc791\ud488)\uae4c\uc9c0 \ub354\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

\n

\ub2e4\uc2dc \ud55c\ubc88 \uc774 \ud074\ub9bd\uc744 S3<\/a> \ubc84\ud0b7\uc5d0 \uc5c5\ub85c\ub4dc\ud55c \ub2e4\uc74c, AWS CLI\ub97c \uc0ac\uc6a9\ud574 \ud2b8\ub79c\uc2a4\ud06c\ub9bd\uc158\ud569\ub2c8\ub2e4. \uc774\ubc88\uc5d0\ub294 \uc5b8\uc5b4 \ubaa9\ub85d\uc744 \ud504\ub791\uc2a4\uc5b4, \uc2a4\ud398\uc778\uc5b4, \ub3c5\uc77c\uc5b4, \ubbf8\uad6d \uc601\uc5b4\uc640 \uc601\uad6d \uc601\uc5b4\ub85c \uc81c\ud55c\ud588\uc2b5\ub2c8\ub2e4.<\/p>\n

$ aws s3 cp speech-8k.wav s3:\/\/jsimon-transcribe-uswest2\/
$ awscli transcribe start-transcription-job --transcription-job-name speech-8k-test --identify-language --media MediaFileUri=s3:\/\/jsimon-transcribe-uswest2\/speech-8k.wav --language-options fr-FR es-ES de-DE en-US en-GB<\/code><\/p>\n

\uba87 \ucd08 \ud6c4 \uc791\uc5c5 \uc0c1\ud0dc\ub97c \ud655\uc778\ud574\ubcf4\uc558\uc2b5\ub2c8\ub2e4.<\/p>\n

$ awscli transcribe get-transcription-job --transcription-job-name speech-8k-test<\/code>
{<\/code>
    "TranscriptionJob": {<\/code>
    "TranscriptionJobName": "speech-8k-test",<\/code>
    "TranscriptionJobStatus": "IN_PROGRESS"<\/strong>,<\/code>
    "LanguageCode": "fr-FR"<\/strong>,<\/code>
    "MediaSampleRateHertz": 8000,<\/code>
    "MediaFormat": "wav",<\/code>
    "Media": {<\/code>
        "MediaFileUri": "s3:\/\/jsimon-transcribe-uswest2\/speech-8k.wav"<\/code>
    },<\/code>
    "Transcript": {},<\/code>
    <\/code>"StartTime": 1593705151.446,
"CreationTime": 1593705151.423,<\/code>
    "Settings": {<\/code>
        "ChannelIdentification": false,<\/code>
        "ShowAlternatives": false<\/code>
    },<\/code>
    "IdentifyLanguage": true,<\/code>
    "LanguageOptions": [<\/code>
        "fr-FR",<\/code>"es-ES",<\/code>"de-DE",<\/code>"en-US",<\/code>"en-GB"<\/code>
    ],<\/code>
    "IdentifiedLanguageScore": 0.9995<\/strong><\/code>
    }<\/code>
}<\/code><\/p>\n

\ucd9c\ub825\uc5d0\uc11c \uac15\uc870 \ud45c\uc2dc\ub41c \uac83\uacfc \uac19\uc774, \uc74c\uc9c8\uc774 \ub9e4\uc6b0 \ub098\uc068\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc8fc\ub85c \uc4f0\ub294 \uc5b8\uc5b4\uac00 \ub9e4\uc6b0 \ub192\uc740 \uc2e0\ub8b0\ub3c4 \uc810\uc218\ub85c \uc62c\ubc14\ub85c \uac10\uc9c0\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uc5b8\uc5b4 \ubaa9\ub85d\uc744 \uc81c\ud55c\ud558\uba74 \ud655\uc2e4\ud788 \ub3c4\uc6c0\uc774 \ub418\ubbc0\ub85c \uac00\ub2a5\ud55c \uc774 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud558\uc2dc\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4.<\/p>\n

\uc2dc\uc791\ud558\uae30<\/strong><\/span>
\ud604\uc7ac \uc790\ub3d9 \uc5b8\uc5b4 \uc2dd\ubcc4 \uae30\ub2a5\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\ub294 \ub9ac\uc804\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n