{"id":711,"date":"2026-01-07T11:51:54","date_gmt":"2026-01-07T02:51:54","guid":{"rendered":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/?p=711"},"modified":"2026-01-07T11:51:54","modified_gmt":"2026-01-07T02:51:54","slug":"crnn-whip-strike-detection","status":"publish","type":"post","link":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/2026\/01\/07\/crnn-whip-strike-detection\/","title":{"rendered":"\u7af6\u99ac\u306b\u304a\u3051\u308b\u30e0\u30c1\u4f7f\u7528\u97f3\u3092\u81ea\u52d5\u691c\u51fa\u3059\u308b\u6280\u8853\u3092\u958b\u767a"},"content":{"rendered":"\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u5f53\u7814\u7a76\u5ba4\u306e\u7530\u53e3 \u8475\u552f (<strong>M1<\/strong><\/strong>)<strong>\u3089\u306e\u7814\u7a76\u6210\u679c\u304c\u3001\u56fd\u969b\u5b66\u8853\u8a8c \u300e<em><em>Engineering Applications of Artificial Intelligence<\/em><\/em> <strong>\u300f<\/strong>\u306b\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u3000\u7af6\u99ac\u3067\u306f\u30e0\u30c1\u4f7f\u7528\u306e\u5f37\u5ea6\u3084\u56de\u6570\u306b\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u305d\u306e\u78ba\u8a8d\u306f\u30ec\u30fc\u30b9\u5f8c\u306b\u624b\u4f5c\u696d\u3067\u884c\u308f\u308c\u307e\u3059\u3002\u672c\u7814\u7a76\u3067\u306f\u3001\u9ad8\u97f3\u8cea\u9332\u97f3\u3068AI\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u308a\u3001\u30e0\u30c1\u4f7f\u7528\u97f3\u3092\u81ea\u52d5\u691c\u51fa\u3059\u308b\u6280\u8853\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u9ad8\u5468\u6ce2\u6210\u5206\u306e\u5206\u6790\u3067\u7cbe\u5ea6\u304c\u5411\u4e0a\u3057\u305f\u3053\u3068\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5224\u5b9a\u306e\u5b9f\u73fe\u53ef\u80fd\u6027\u304c\u9ad8\u307e\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u203b\u5199\u771f\uff1a(Image by Marta Fernandez Jimenez\/Shutterstock)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-cyan-bluish-gray-color has-alpha-channel-opacity has-cyan-bluish-gray-background-color has-background is-style-dots\"\/>\n\n\n\n<div style=\"height:40px;\"><\/div>\n\n\n\n<p>\u6700\u65b0\u306e\u7814\u7a76\u6210\u679c\u306b\u95a2\u3059\u308b\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\u304c<strong>\u7b51\u6ce2\u5927\u5b66\u516c\u5f0f\u30b5\u30a4\u30c8<\/strong>\u306b\u63b2\u8f09\u3055\u308c\u3066\u304a\u308a\u307e\u3059\u3002<br>\u8a73\u7d30\u306f\u4ee5\u4e0b\u306e\u30ea\u30f3\u30af\u3088\u308a\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u25b6 <a href=\"https:\/\/www.tsukuba.ac.jp\/journal\/technology-materials\/20251212140000.html\" target=\"_blank\" rel=\"noreferrer noopener\">\u7b51\u6ce2\u5927\u5b66 \u516c\u5f0f\u30d7\u30ec\u30b9\u30ea\u30ea\u30fc\u30b9\uff082025\u5e7412\u670812\u65e5\u63b2\u8f09\uff09<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">\u25a0 \u63b2\u8f09\u8ad6\u6587<\/h4>\n\n\n\n<p>\u3010\u984c\u540d\u3011\u00a0<br>Whip strike detection using high-sampling-rate audio by evaluating convolutional recurrent neural network configurations and class imbalance strategies<br>\uff08\u9ad8\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u30ec\u30fc\u30c8\u97f3\u58f0\u3092\u7528\u3044\u305f\u30e0\u30c1\u4f7f\u7528\u97f3\u306e\u691c\u51fa\uff1a\u7573\u307f\u8fbc\u307f\u518d\u5e30\u578b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u69cb\u6210\u3068\u30af\u30e9\u30b9\u4e0d\u5747\u8861\u624b\u6cd5\u306e\u8a55\u4fa1\uff09<\/p>\n\n\n\n<p>\u3010\u63b2\u8f09\u8a8c\u3011<br>\u00a0<em><em><em>Engineering Applications of Artificial Intelligence<\/em><\/em><\/em><\/p>\n\n\n\n<p>\u00a0\u3010DOI\u3011<br><a href=\"https:\/\/ieeexplore.ieee.org\/document\/11015455\" target=\"_blank\" rel=\"noreferrer noopener\">\u00a0<\/a><a href=\"https:\/\/doi.org\/10.1109\/ACCESS.2025.3573648\" target=\"_blank\" rel=\"noreferrer noopener\"><a href=\"https:\/\/doi.org\/10.1016\/j.engappai.2025.113272\" target=\"_blank\" rel=\"noreferrer noopener\">10.1016\/j.engappai.2025.113272<\/a><\/a><\/p>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h4 class=\"wp-block-heading\">\u25a0 \u95a2\u9023\u30ea\u30f3\u30af<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.tsukuba.ac.jp\/journal\/technology-materials\/20251212140000.html\">TSUKUBA\u00a0JOURNAL<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0952197625033032\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0952197625033032<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f53\u7814\u7a76\u5ba4\u306e\u7530\u53e3 \u8475\u552f (M1)\u3089\u306e\u7814\u7a76\u6210\u679c\u304c\u3001\u56fd\u969b\u5b66\u8853\u8a8c \u300eEngineering Applications of Artificial Intelligence \u300f\u306b\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002 \u3000\u7af6\u99ac\u3067\u306f\u30e0\u30c1\u4f7f\u7528\u306e\u5f37\u5ea6\u3084\u56de\u6570\u306b\u5236&hellip; <br \/> <a class=\"button small blue\" href=\"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/2026\/01\/07\/crnn-whip-strike-detection\/\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":5,"featured_media":712,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8,9],"tags":[41,42,44,40,43,14,38],"class_list":["post-711","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-publication","tag-crnn","tag-deep-learning","tag-eaai","tag-engineering-applications-of-artificial-intelligence","tag-high-sampling-rate-audio","tag-ieee","tag-whip-strike-detection"],"_links":{"self":[{"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/posts\/711","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/comments?post=711"}],"version-history":[{"count":1,"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/posts\/711\/revisions"}],"predecessor-version":[{"id":713,"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/posts\/711\/revisions\/713"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/media\/712"}],"wp:attachment":[{"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/media?parent=711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/categories?post=711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xpercept.aclab.esys.tsukuba.ac.jp\/index.php\/wp-json\/wp\/v2\/tags?post=711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}