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\u6700\u5f8c\u306b\u3001\u6545\u969c\u4e88\u77e5\u3067\u306e\u30b3\u30c4\u3092\u4e09\u70b9\u3002- \u6b63\u5e38\u30c7\u30fc\u30bf\u3092\u8c4a\u5bcc\u306b\u53d6\u308a\u3001\u57fa\u6e96\u5206\u5e03\uff08\u7279\u5fb4\u306e\u30ec\u30f3\u30b8\uff09\u3092\u914d\u5217\u3068\u3057\u3066\u78ba\u7acb\u3059\u308b\u3002\u3053\u308c\u306f\u5f8c\u6bb5\u306e\u5916\u308c\u5024\u691c\u51fa\u3084\u95be\u5024\u8a2d\u8a08\u306e\u5b89\u5b9a\u5316\u306b\u52b9\u304f\u3002- \u9ad8\u5468\u6ce2\u306b\u7570\u5e38\u6307\u6a19\u304c\u51fa\u308b\u88c5\u7f6e\u3067\u306f\u3001\u30e1\u30eb\u3067\u306f\u306a\u304f\u7dda\u5f62\u5468\u6ce2\u6570\u306e\u30d0\u30f3\u30c9\u30a8\u30cd\u30eb\u30ae\u30fc\u3084\u30b9\u30da\u30af\u30c8\u30eb\u7d71\u8a08\u3092\u624b\u539a\u304f\u3059\u308b\u3002\u8074\u899a\u5c3a\u5ea6\uff08\u30e1\u30eb\uff09\u306f\u53ef\u8074\u97f3\u306e\u8981\u7d04\u306b\u5f37\u3044\u304c\u3001\u6a5f\u68b0\u306e\u9ad8\u57df\u5146\u5019\u3067\u306f\u751f\u30b9\u30da\u30af\u30c8\u30eb\u7279\u5fb4\u304c\u52b9\u304f\u3053\u3068\u304c\u3042\u308b\u3002- \u5468\u6ce2\u6570\u306e\u6642\u9593\u5909\u5316\u3092\u91cd\u8996\u3059\u308b\u5834\u5408\u3001\u30b9\u30da\u30af\u30c8\u30ed\u30b0\u30e9\u30e0\u3084MFCC\u306e\u6642\u7cfb\u5217\u3092\u305d\u306e\u307e\u307e\u30c6\u30f3\u30bd\u30eb\u5316\u3057\u3001\u30a6\u30a3\u30f3\u30c9\u30a6\u5185\u3092\u3055\u3089\u306b\u300c\u5c0f\u7a93\u300d\u306b\u5206\u3051\u3066\u5c40\u6240\u7684\u306a\u5909\u5316\u3082\u62fe\u3046\u8a2d\u8a08\u304c\u6709\u52b9\u3067\u3042\u308b\u3002[1][2][3]\n\n\n\n
\u4ee5\u4e0a\u306e\u6d41\u308c\uff08\u30d5\u30ec\u30fc\u30df\u30f3\u30b0\u2192\u7279\u5fb4\u62bd\u51fa\u2192\u914d\u5217\u5316\uff09\u306f\u3001\u516c\u958b\u306e\u5165\u9580\u30fb\u5b9f\u88c5\u8cc7\u6599\u3068\u6574\u5408\u3059\u308b\u5b9f\u52d9\u6a19\u6e96\u3067\u3042\u308a\u3001\u6ce2\u5f62\u304b\u3089\u5b66\u7fd2\u53ef\u80fd\u306a\u7279\u5fb4\u30d9\u30af\u30c8\u30eb\u3092\u5b89\u5b9a\u3057\u3066\u4f5c\u308b\u305f\u3081\u306e\u57fa\u672c\u8a2d\u8a08\u3068\u3057\u3066\u63a8\u5968\u3067\u304d\u308b\u3002[4][6][2][5][1][3]\n\n\n\n[1] https:\/\/www.datarobot.com\/jp\/blog\/use_manufacturing_sensor_data_for_machine_learning\/<\/p>\n\n\n\n[2] https:\/\/qiita.com\/kshina76\/items\/5686923dee2889beba7c<\/p>\n\n\n\n[3] https:\/\/jp.mathworks.com\/help\/audio\/feature-extraction.html<\/p>\n\n\n\n[4] https:\/\/www.docswell.com\/s\/kokuren333\/KL1VXD-2024-11-28-201927<\/p>\n\n\n\n[5] https:\/\/zenn.dev\/m_nakano_teppei\/articles\/e7a7a968f95243<\/p>\n\n\n\n[6] https:\/\/stackoverflow.com\/questions\/54160128\/feature-extraction-using-mfcc<\/p>\n\n\n\n[7] https:\/\/ai-scholar.tech\/time-series\/TSDFNet<\/p>\n\n\n\n[8] https:\/\/lp.cloudplatformonline.com\/rs\/808-GJW-314\/images\/InsideSaaS-Google0701.pdf<\/p>\n\n\n\n[9] https:\/\/shion.blog\/the-10th-machine-learning-workshop_1\/<\/p>\n\n\n\n[10] https:\/\/deus-ex-machina-ism.com\/?p=51338<\/p>\n\n\n\n[11] https:\/\/zenn.dev\/aki_watanabe\/articles\/cfc8b37731f5cc<\/p>\n\n\n\n[12] https:\/\/speakerdeck.com\/sugupoko\/20250413-xiang-nan-kagglerhui-yin-sheng-ren-shi-deshi-unotutemerusunandatuke<\/p>\n\n\n\n[13] https:\/\/github.com\/jsingh811\/pyAudioProcessing<\/p>\n\n\n\n[14] https:\/\/www.tensorflow.org\/tutorials\/structured_data\/time_series?hl=ja<\/p>\n\n\n\n[15] https:\/\/waseda.repo.nii.ac.jp\/record\/20289\/files\/Honbun-4858.pdf<\/p>\n\n\n\n[16] https:\/\/github.com\/IliaZenkov\/sklearn-audio-classification<\/p>\n\n\n\n[17] https:\/\/cloud.google.com\/bigquery\/docs\/auto-preprocessing?hl=ja<\/p>\n\n\n\n[18] https:\/\/repository.dl.itc.u-tokyo.ac.jp\/record\/4887\/files\/37107091.pdf<\/p>\n\n\n\n[19] https:\/\/www.isca-archive.org\/interspeech_2020\/lenain20_interspeech.pdf[20] https:\/\/book.st-hakky.com\/data-science\/audio-recognition-preprocessing-techniques<\/p>\n\n\n\n
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