{"id":6910,"date":"2025-06-17T05:59:00","date_gmt":"2025-06-16T20:59:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6910"},"modified":"2025-06-14T21:03:27","modified_gmt":"2025-06-14T12:03:27","slug":"audio-aware-large-language-models-as-judges-for-speaking-styles","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6910","title":{"rendered":"Audio-Aware Large Language Models as Judges for Speaking Styles\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Audio-Aware Large Language Models as Judges for Speaking Styles\u00a0<\/strong>[123.4]<br>\u97f3\u58f0\u8a8d\u8b58\u578b\u5927\u8a00\u8a9e\u30e2\u30c7\u30eb(ALLM)\u3092\u81ea\u52d5\u5224\u65ad\u5668\u3068\u3057\u3066\u7528\u3044\u3066\u97f3\u58f0\u306e\u8a71\u3057\u65b9\u3092\u8a55\u4fa1\u3059\u308b\u3002 4\u3064\u306e\u97f3\u58f0\u8a00\u8a9e\u30e2\u30c7\u30eb(SLM)\u3092\u7528\u3044\u30662\u3064\u306e\u30bf\u30b9\u30af\u3092\u5b8c\u4e86\u3057\u3001\u4eba\u9593\u3068ALM\u3092\u7528\u3044\u3066SLM\u306e\u5fdc\u7b54\u3092\u5224\u65ad\u3059\u308b\u3002 \u4ee5\u4e0a\u306e\u7d50\u679c\u304b\u3089,\u73fe\u5728\u306eSLM,GPT-4o-audio\u3067\u3055\u3048\u3082,\u767a\u8a71\u30b9\u30bf\u30a4\u30eb\u306e\u5236\u5fa1\u3084\u81ea\u7136\u306a\u5bfe\u8a71\u751f\u6210\u306b\u6539\u5584\u306e\u4f59\u5730\u304c\u3042\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.05984v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.05984v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 06 Jun 2025 11:05:48 GMT)<\/li>\n\n\n\n<li>\u300cBy comparing the evaluation results from human and ALLM judges, we find that ALLMs can be used as automatic judges on these two tasks and achieve agreement with human judges comparable to the agreement within human judges.\u300d\u3068\u306e\u3053\u3068\u3002ALLM\uff1dAudio-aware large language models<\/li>\n\n\n\n<li>\u8a8d\u8b58\u3067\u304d\u308b\u4ee5\u4e0a\u3001Judge\u3082\u3067\u304d\u308b\u306e\u306f\u305d\u3046\u3060\u308d\u3046\u3068\u601d\u3046\u304c\u3001\u6709\u7528\u306a\u7d50\u679c\u3002LLM as a judge\u95a2\u9023\u3067\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u8a2d\u5b9a\u306e\u5236\u9650\u304c\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u304c\u3001\u672c\u4ef6\u3067\u3082\u540c\u69d8\u306a\u306e\u304b\u306f\u6c17\u306b\u306a\u308b\u3068\u3053\u308d\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[224,668],"class_list":["post-6910","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm-as-a-judge","tag-668"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6910","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6910"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6910\/revisions"}],"predecessor-version":[{"id":6911,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6910\/revisions\/6911"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6910"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6910"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6910"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}