{"id":4561,"date":"2019-05-23T21:33:15","date_gmt":"2019-05-23T12:33:15","guid":{"rendered":"https:\/\/transynk.co.jp\/?post_type=blog&#038;p=4561"},"modified":"2024-03-13T21:52:06","modified_gmt":"2024-03-13T12:52:06","slug":"20-best-german-language-datasets-for-machine-learning","status":"publish","type":"blog","link":"https:\/\/transynk.co.jp\/en\/blog\/20-best-german-language-datasets-for-machine-learning\/","title":{"rendered":"\u301020\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u30c9\u30a4\u30c4\u8a9e\u30b3\u30fc\u30d1\u30b9\u307e\u3068\u3081"},"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>\u591a\u8a00\u8a9e\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u969b\u306b\u6700\u3082\u56f0\u96e3\u306a\u3053\u3068\u306e\u4e00\u3064\u306f\u304a\u305d\u3089\u304f\u3001\u5341\u5206\u306a\u95a2\u9023\u30c7\u30fc\u30bf\u3042\u308b\u3044\u306f\u5c02\u9580\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u3067\u3057\u3087\u3046\u3002\u305d\u3053\u3067\u3001\u304a\u5ba2\u69d8\u306e\u304a\u5f79\u306b\u7acb\u3066\u308b\u3088\u3046\u3001 \u611f\u60c5\u5206\u6790\u304b\u3089\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3067\u69d8\u3005\u306aAI\u6d3b\u7528\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30c9\u30a4\u30c4\u8a9e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n<\/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;\">\u30c9\u30a4\u30c4\u8a9e\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-2 fusion-text-no-margin\" style=\"--awb-margin-bottom:40px;\"><p><a href=\"https:\/\/www.ims.uni-stuttgart.de\/forschung\/ressourcen\/korpora\/hgc.en.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u5927\u898f\u6a21\u306a\u30c9\u30a4\u30c4\u8a9e\u30b3\u30fc\u30d1\u30b9<\/a>: \u30c9\u30a4\u30c4\u8a9e\u306e\u65b0\u805e\u304a\u3088\u3073\u6cd5\u5f8b\u6587\u66f8\u304b\u30891220\u4e07\u4ef6\u306e\u6587\u7ae0\u3092\u53ce\u96c6\u3002\u5168\u3066\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306f\u898b\u51fa\u3057\u8a9e\u5316\u3055\u308c\u3001TreeTagger\u3067\u54c1\u8a5e\u3092\u30bf\u30b0\u4ed8\u3051\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/rtatman\/3-million-german-sentences\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c9\u30a4\u30c4\u8a9e\u306e\u6587\u7ae0300\u4e07\u4ef6<\/a>: 2015\u5e74\u306e\u65b0\u805e\u304b\u3089\u53ce\u96c6\u3057\u305f300\u4e07\u4ef6\u306e\u30c9\u30a4\u30c4\u8a9e\u306e\u6587\u7ae0\u3002\u6587\u7ae0\u4ee5\u5916\u304a\u3088\u3073\u30c9\u30a4\u30c4\u8a9e\u30c6\u30ad\u30b9\u30c8\u4ee5\u5916\u306f\u53d6\u308a\u9664\u304b\u308c\u3001\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u306b\u95a2\u3059\u308b\u60c5\u5831\u3082\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/sterby\/german-recipes-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c9\u30a4\u30c4\u8a9e\u30ec\u30b7\u30d4\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>:\u00a0<a href=\"https:\/\/web.archive.org\/web\/20201030121446\/https:\/\/www.chefkoch.de\/\" target=\"_blank\" rel=\"noopener noreferrer\">chefkoch.de<\/a>\u304b\u3089\u53ce\u96c6\u3057\u305f12,190\u4ef6\u306e\u30c9\u30a4\u30c4\u8a9e\u306e\u30ec\u30b7\u30d4\u3002 \u305d\u308c\u305e\u308c\u3001\u6750\u6599\u3001\u4f5c\u308a\u65b9\u3001\u4f5c\u6210\u65e5\u306a\u3069\u306e\u60c5\u5831\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"http:\/\/purl.org\/corpus\/german-speeches\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c9\u30a4\u30c4\u8a9e\u653f\u6cbb\u6f14\u8aac\u30b3\u30fc\u30d1\u30b9<\/a>: \u30c9\u30a4\u30c4\u306e\u5927\u7d71\u9818\u3001\u5916\u52d9\u7701\u3001\u5b98\u5e81\u3001\u9023\u90a6\u8b70\u4f1a\u8b70\u9577\u306a\u3069\u6709\u540d\u306a\u30c9\u30a4\u30c4\u306e\u4ee3\u8868\u8005\u304c21\u4e16\u7d00\u306b\u884c\u306a\u3063\u305f\u653f\u6cbb\u6f14\u8aac\u3092\u96c6\u3081\u305f\u3082\u306e\u3002<\/p>\n<p><a href=\"http:\/\/www.coli.uni-saarland.de\/projects\/sfb378\/negra-corpus\/negra-corpus.html\" target=\"_blank\" rel=\"noopener noreferrer\">NEGRA<\/a>: \u30c9\u30a4\u30c4\u8a9e\u306e\u65b0\u805e\u306e\u30c6\u30ad\u30b9\u30c8\u306b\u610f\u5473\u7684\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3092\u4ed8\u3051\u305f\u30b3\u30fc\u30d1\u30b9\u3002\u5168\u3066\u306e\u5927\u5b66\u3084\u975e\u55b6\u5229\u56e3\u4f53\u306f\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7121\u6599\u3067\u30ea\u30af\u30a8\u30b9\u30c8\u3067\u304d\u308b\u304c\u3001\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5165\u624b\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u66f8\u5f0f\u306b\u7f72\u540d\u3057\u3066\u9001\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002<\/p>\n<p><a href=\"https:\/\/web.archive.org\/web\/20201030121446\/http:\/\/www.dlexdb.de\/\" target=\"_blank\" rel=\"noopener noreferrer\">Digitales Woerterbuch der deutschen Sprache (dlexDB)<\/a>: \u30c9\u30a4\u30c4\u8a9e\u306e\u5fc3\u7406\u5b66\u7684\u304a\u3088\u3073\u8a00\u8a9e\u5b66\u7684\u7814\u7a76\u306b\u5229\u7528\u3067\u304d\u308b\u8a9e\u5f59\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3002\u4e00\u5104\u500b\u4ee5\u4e0a\u306e\u30c9\u30a4\u30c4\u8a9e\u5358\u8a9e\u30c8\u30fc\u30af\u30f3\u304c\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"https:\/\/web.archive.org\/web\/20201030121446\/https:\/\/tblock.github.io\/10kGNAD\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c9\u30a4\u30c4\u8a9e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u4e00\u4e07\u4ef6\u3092\u53ce\u9332\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30c9\u30a4\u30c4\u8a9e\u3067\u521d\u3081\u3066\u306e\u30c8\u30d4\u30c3\u30af\u5206\u985e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300210,273\u4ef6\u306e\u30c9\u30a4\u30c4\u8a9e\u30cb\u30e5\u30fc\u30b9\u8a18\u4e8b\u304c\u4e5d\u3064\u306e\u30af\u30e9\u30b9\u306b\u5206\u985e\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"https:\/\/web.archive.org\/web\/20201030121446\/http:\/\/crr.ugent.be\/subtlex-de\/\" target=\"_blank\" rel=\"noopener noreferrer\">SUBTLEX-DE<\/a>: \u6620\u753b\u3084\u30c6\u30ec\u30d3\u306e\u5b57\u5e55\u304b\u3089\u53ce\u96c6\u3057\u305f2540\u4e07\u500b\u306e\u5358\u8a9e\u306e\u51fa\u73fe\u983b\u5ea6\u3002<\/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-2 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;\">\u30c9\u30a4\u30c4\u8a9e\u306e \u5bfe\u8a33\u30b3\u30fc\u30d1\u30b9<\/h3><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-margin-top:20px;\"><p><a href=\"http:\/\/www.nlpado.de\/~sebastian\/data\/srl_data.shtml\" target=\"_blank\" rel=\"noopener noreferrer\">\u610f\u5473\u5f79\u5272\u306b\u95a2\u3059\u308b\u30af\u30ed\u30b9\u30ea\u30f3\u30ac\u30eb\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30b7\u30e7\u30f3<\/a>: EUROPARL\u82f1\u72ec\u5bfe\u8a33\u30b3\u30fc\u30d1\u30b9\u304b\u3089\u53ce\u96c6\u3057\u305f1,000\u4ef6\u306e\u6ce8\u91c8\u4ed8\u304d\u6587\u7ae0\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/bicici\/SMTData\/blob\/master\/German-English_WordAlignment.zip\" target=\"_blank\" rel=\"noopener noreferrer\">\u82f1\u72ec\u30c6\u30ad\u30b9\u30c8<\/a>: \u5358\u8a9e\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u7528\u306b\u624b\u52d5\u3067\u7ffb\u8a33\u3092\u884c\u306a\u3063\u305f\u82f1\u72ec\u5bfe\u8a33\u30b3\u30fc\u30d1\u30b9\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/flightstar\/vietnamese-german-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d9\u30c8\u30ca\u30e0\u8a9e-\u30c9\u30a4\u30c4\u8a9e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u3084\u6a5f\u68b0\u5b66\u7fd2\u3001\u8f9e\u66f8\u30a2\u30d7\u30ea\u3067\u30e2\u30c7\u30eb\u5909\u63db\u8a00\u8a9e\u7528\u306b\u5229\u7528\u3055\u308c\u308b\u30d9\u30c8\u30ca\u30e0\u8a9e-\u30c9\u30a4\u30c4\u8a9e\u8f9e\u66f8\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;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-3 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;\">\u30c9\u30a4\u30c4\u8a9e\u306e\u611f\u60c5\u5206\u6790\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h3><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-margin-top:20px;\"><p><a href=\"https:\/\/www.kaggle.com\/rtatman\/german-sentiment-analysis-toolkit\" target=\"_blank\" rel=\"noopener noreferrer\">SentimentWortschatz<\/a>: \u611f\u60c5\u306b\u3088\u3063\u3066\u5206\u985e\u3055\u308c\u305f\u30c9\u30a4\u30c4\u8a9e\u306e\u5358\u8a9e 3,468\u8a9e\u3092\u542b\u3080\u30c9\u30a4\u30c4\u8a9e\u306e\u611f\u60c5\u5206\u6790\u30c4\u30fc\u30eb\u30ad\u30c3\u30c8\u3002\u80af\u5b9a\u6975\u6027\u8868\u73fe\u304a\u3088\u3073\u5426\u5b9a\u6975\u6027\u8868\u73fe\u3001\u54c1\u8a5e\u306e\u30bf\u30b0\u4ed8\u3051\u3001\u8a9e\u5f62\u5909\u5316\uff08\u8a72\u5f53\u3059\u308b\u5834\u5408\uff09\u3092\u542b\u3080\u3002<\/p>\n<p><a href=\"https:\/\/github.com\/WladimirSidorenko\/PotTS\" target=\"_blank\" rel=\"noopener noreferrer\">\u30dd\u30c4\u30c0\u30e0Twitter\u611f\u60c5\u30b3\u30fc\u30d1\u30b9<\/a>: \u610f\u898b\u306b\u304a\u3051\u308b\u95a2\u9023\u6027\u3092\u304d\u3081\u7d30\u304b\u304f\u624b\u52d5\u3067\u6ce8\u91c8\u4ed8\u3051\u3057\u305f7,992\u4ef6\u306e\u30c9\u30a4\u30c4\u8a9e\u306e\u30c4\u30a4\u30fc\u30c8\u3002 \u610f\u898b\u306e\u5e45\u3001\u305d\u308c\u305e\u308c\u306e\u60c5\u5831\u6e90\u304a\u3088\u3073\u5bfe\u8c61\u306e\u307b\u304b\u3001\u6587\u8108\u4e0a\u3001\u5426\u5b9a\u3084\u4fee\u98fe\u8a9e\u3092\u4f34\u3046\u53ef\u80fd\u6027\u304c\u3042\u308b\u7528\u8a9e\u306a\u3069\u611f\u60c5\u306b\u95a2\u3059\u308b\u8981\u7d20\u3092\u542b\u3080\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"https:\/\/bitbucket.org\/rklinger\/german-emotion-dictionary\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c9\u30a4\u30c4\u8a9e\u611f\u60c5\u8f9e\u5178<\/a>: \u3053\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3067\u306f\u3001\u4e03\u3064\u306e\u57fa\u672c\u7684\u306a\u611f\u60c5\u306b\u95a2\u3059\u308b\u611f\u60c5\u5206\u6790\u7528\u306e\u30c9\u30a4\u30c4\u8a9e\u8f9e\u5178\u304c\u5229\u7528\u53ef\u80fd\u3002<\/p>\n<p><a href=\"http:\/\/www.romanklinger.de\/scare\/\" target=\"_blank\" rel=\"noopener noreferrer\">SCARE<\/a>: Google Play\u30b9\u30c8\u30a2\u30a2\u30d7\u30ea\u306e\u30c9\u30a4\u30c4\u8a9e\u306e\u30ec\u30d3\u30e5\u30fc\u306b\u304d\u3081\u7d30\u304b\u304f\u6ce8\u91c8\u4ed8\u3051\u3057\u305f\u611f\u60c5\u30b3\u30fc\u30d1\u30b9\u3002\u30ec\u30d3\u30e5\u30fc\u3054\u3068\u306b\u3001\u8a00\u53ca\u3055\u308c\u305f\u30a2\u30d7\u30ea\u306e\u8981\u7d20\uff08\u30a2\u30d7\u30ea\u306e\u30c7\u30b6\u30a4\u30f3\u3084\u4f7f\u3044\u3084\u3059\u3055\u306a\u3069\uff09\u3001\u4e3b\u89b3\u7684\u306a\u8868\u73fe\u3001\u6975\u6027\u304c\u6ce8\u91c8\u4ed8\u3051\u3055\u308c\u3066\u3044\u308b\u3002<\/p>\n<p><a href=\"http:\/\/www.coli.uni-saarland.de\/~miwieg\/naacl_2016_op_compounds_data.tgz\" target=\"_blank\" rel=\"noopener noreferrer\">\u610f\u898b\u306b\u95a2\u3059\u308b\u8907\u5408\u8a9e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a>: \u610f\u898b\u306b\u304a\u3051\u308b\u5f79\u5272\u306b\u95a2\u3057\u3066\u6ce8\u91c8\u4ed8\u3051\u3055\u308c\u305f\u7d043,000\u8a9e\u306e\u30c9\u30a4\u30c4\u8a9e\u8907\u5408\u8a9e\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<p><a href=\"http:\/\/link.springer.com\/article\/10.3758\/s13428-013-0426-y\" target=\"_blank\" rel=\"noopener noreferrer\">ANGST\u30c9\u30a4\u30c4\u8a9e\u306e\u611f\u60c5\u8a55\u4fa1<\/a>: \u7d041,000\u8a9e\u306e\u30c9\u30a4\u30c4\u8a9e\u306e\u5358\u8a9e\u306b\u611f\u60c5\u4fa1\u3001\u899a\u9192\u5ea6\u3001\u652f\u914d\u5ea6\u306e\u8a55\u4fa1\u3092\u30bf\u30b0\u4ed8\u3051\u3057\u305f\u3082\u306e\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;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-4 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;\">\u30c9\u30a4\u30c4\u8a9e\u306e\u97f3\u58f0\u30c7\u30fc\u30bf<\/h3><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-margin-top:20px;\"><p><a href=\"http:\/\/www.voxforge.org\/home\/forums\/other-languages\/german\/open-speech-data-corpus-for-german\" target=\"_blank\" rel=\"noopener noreferrer\">\u30c9\u30a4\u30c4\u8a9e\u7528\u516c\u958b\u97f3\u58f0\u30c7\u30fc\u30bf\u30b3\u30fc\u30d1\u30b9<\/a>: the LT and the Teleccoperation\u30b0\u30eb\u30fc\u30d7\u306e\u8a71\u8005\u6570\u4eba\u3092\u5229\u7528\u3057\u3066\u884c\u306a\u3063\u305f\u97f3\u58f0\u9332\u97f3\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u30c9\u30a4\u30c4\u8a9e\u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u3084\u6b27\u5dde\u8b70\u4f1a\u306e\u8b70\u5b9a\u66f8\u3001\u500b\u5225\u306e\u30b3\u30de\u30f3\u30c9\u304b\u3089\u306e\u6587\u7ae0\u3092\u7d04180\u4eba\u306e\u8a71\u8005\u304c\u8aad\u307f\u4e0a\u3052\u305f\u97f3\u58f0\u304c\u7d0435\u6642\u9593\u5206\u542b\u307e\u308c\u308b\u3002<\/p>\n<p><a href=\"https:\/\/nats.gitlab.io\/swc\/\" target=\"_blank\" rel=\"noopener noreferrer\">\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\u8a18\u4e8b\u306e\u97f3\u58f0\u30d5\u30a1\u30a4\u30eb\u3092\u30a2\u30e9\u30a4\u30e1\u30f3\u30c8\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u6570\u767e\u6642\u9593\u5206\u306e\u97f3\u58f0\u304c\u542b\u307e\u308c\u3001\u6ce8\u91c8\u306f\u5143\u306eHTML\u306b\u30de\u30c3\u30d4\u30f3\u30b0\u53ef\u80fd\u3002<\/p>\n<p><a href=\"https:\/\/www.kaggle.com\/bryanpark\/german-single-speaker-speech-dataset\" target=\"_blank\" rel=\"noopener noreferrer\">CSS10\u30c9\u30a4\u30c4\u8a9e<\/a>: LibriVox\uff08\u30ea\u30d6\u30ea\u30f4\u30a9\u30c3\u30af\u30b9\uff09\u306e\u30aa\u30fc\u30c7\u30a3\u30aa\u30d6\u30c3\u30af\u304b\u3089\u53ce\u96c6\u3057\u305f\u77ed\u3044\u97f3\u58f0\u30af\u30ea\u30c3\u30d7\u3068\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u30c6\u30ad\u30b9\u30c8\u3067\u69cb\u6210\u3055\u308c\u305f\u5358\u4e00\u8a71\u8005\u306b\u3088\u308b\u30c9\u30a4\u30c4\u8a9e\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;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-5 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;\">TranSynk\u304c\u63d0\u4f9b\u3059\u308b\u591a\u8a00\u8a9e\u30b3\u30fc\u30d1\u30b9<\/h3><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-margin-top:20px;\"><p>\u5fc5\u8981\u306a\u30c9\u30a4\u30c4\u8a9e\u30b3\u30fc\u30d1\u30b9\u306f\u898b\u3064\u304b\u3089\u306a\u3044\u3070\u3042\u3044\u3001\u5f53\u793e\u304c\u4f5c\u6210\u3044\u305f\u3057\u307e\u3059\u3002\u304a\u5ba2\u69d8\u306e\u6a5f\u68b0\u5b66\u7fd2\u306b\u9069\u5207\u306a\u591a\u8a00\u8a9e\u30b3\u30fc\u30d1\u30b9\u3092\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u4e2d\u304b\u3089\u3054\u63d0\u4f9b\u3057\u307e\u3059\u3002\u6700\u9069\u306a\u591a\u8a00\u8a9e\u30b3\u30fc\u30d1\u30b9\u3092\u5165\u624b\u3059\u308b\u305f\u3081\u306b\u307e\u305a\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:40px;margin-bottom:40px;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><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u611f\u60c5\u5206\u6790\u304b\u3089\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3067\u69d8\u3005\u306aAI\u6d3b\u7528\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30c9\u30a4\u30c4\u8a9e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"featured_media":4562,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","categories":[6],"tags":[],"class_list":["post-4561","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-speech-corpus"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u301020\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u30c9\u30a4\u30c4\u8a9e\u30b3\u30fc\u30d1\u30b9\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e<\/title>\n<meta name=\"description\" content=\"\u611f\u60c5\u5206\u6790\u304b\u3089\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3067\u69d8\u3005\u306aAI\u6d3b\u7528\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30c9\u30a4\u30c4\u8a9e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/transynk.co.jp\/en\/blog\/20-best-german-language-datasets-for-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u301020\u500b\u63b2\u8f09\u3011\u6a5f\u68b0\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u30c9\u30a4\u30c4\u8a9e\u30b3\u30fc\u30d1\u30b9\u307e\u3068\u3081 - AI\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30fb\u6a5f\u68b0\u5b66\u7fd2\u30c7\u30fc\u30bf\u4f5c\u6210\u306a\u3089\uff5c\u30c8\u30e9\u30f3\u30b7\u30f3\u30af\u682a\u5f0f\u4f1a\u793e\" \/>\n<meta property=\"og:description\" content=\"\u611f\u60c5\u5206\u6790\u304b\u3089\u97f3\u58f0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u307e\u3067\u69d8\u3005\u306aAI\u6d3b\u7528\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30c9\u30a4\u30c4\u8a9e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u307e\u3068\u3081\u307e\u3057\u305f\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/transynk.co.jp\/en\/blog\/20-best-german-language-datasets-for-machine-learning\/\" \/>\n<meta property=\"og:site_name\" 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