{"id":60517,"date":"2021-07-09T12:50:36","date_gmt":"2021-07-09T03:50:36","guid":{"rendered":"https:\/\/smilegate.ai\/?p=60517"},"modified":"2021-07-09T12:52:28","modified_gmt":"2021-07-09T03:52:28","slug":"neosapience%ec%9d%98-mlp-singer-%ea%b3%b5%ea%b0%9c","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2021\/07\/09\/neosapience%ec%9d%98-mlp-singer-%ea%b3%b5%ea%b0%9c\/","title":{"rendered":"MLP\u6b4c\u624b"},"content":{"rendered":"<p>[\u524d\u7814\u7a76\u7ec4\u67f3\u7199Jo]<\/p>\n\n\n\n<p>\u6587\u672c\u8f6c\u8bed\u97f3\uff08TTS\uff09\u662f\u4e00\u79cd\u5c06\u4efb\u610f\u6587\u672c\u8f6c\u6362\u4e3a\u7279\u5b9a\u8bed\u97f3\u7684\u8bed\u97f3\u5e76\u8fdb\u884c\u8ba1\u7b97\u7684\u6280\u672f\u3002\u8c37\u6b4c\u53d1\u5e03Tacotron\u7cfb\u5217\u540e\uff0c\u8fc5\u901f\u4ece\u57fa\u4e8eHMM\uff08\u9690\u9a6c\u5c14\u53ef\u592b\u6a21\u578b\uff09\u8f6c\u5411\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\uff0c\u76ee\u524d\u5546\u4e1a\u670d\u52a1\u7684\u6a21\u578b\u5f80\u5f80\u662f\u5728\u6df1\u5ea6\u5b66\u4e60\u7684\u57fa\u7840\u4e0a\u8fd0\u884c\u7684\u3002\u6539\u8fdb\u5df2\u7ecf\u8db3\u591f\u5546\u4e1a\u5316\uff0c\u76f8\u5173\u7814\u7a76\u4e5f\u5728\u4ece\u201c\u7b80\u5355\u5b9e\u73b0\u201d\u8f6c\u5411\u201c\u65b0\u529f\u80fd\u201d\u548c\u201c\u4f18\u5316\u201d\u3002<\/p>\n\n\n\n<p>Neo Sapiens \u6700\u8fd1\u63a8\u51fa\u4e86 MLP Singer\uff0c\u8fd9\u662f\u4e00\u79cd\u65b0\u7684 TTS \u6a21\u578b\uff0c\u6b63\u5982\u5176\u540d\u79f0\u6240\u6697\u793a\u7684\u90a3\u6837\u5531\u6b4c\u3002\u867d\u7136\u5fae\u8f6f\u7684 HiFiSinger \u662f\u4f5c\u4e3a\u73b0\u6709\u7684\u975e\u81ea\u56de\u5f52\u5531\u6b4c TTS \u53d1\u5e03\u7684\uff0c\u5b83\u4f7f\u7528\u4e86 Transformer \u7684\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u5668\uff0c\u4f46\u901a\u8fc7\u6392\u9664\u6301\u7eed\u65f6\u95f4\u9884\u6d4b\u5668\u5e76\u4f7f\u7528 MLP \u6df7\u5408\u5668\u4ee3\u66ff Transformer\uff0c\u5b83\u5728\u51cf\u8f7b\u91cd\u91cf\u65b9\u9762\u662f\u4e00\u4e2a\u663e\u7740\u6539\u8fdb\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"516\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/07\/\ud654\uba74-\ucea1\ucc98-2021-07-09-113358-1024x516.png\" alt=\"\" class=\"wp-image-60520\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/07\/\ud654\uba74-\ucea1\ucc98-2021-07-09-113358-1024x516.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/07\/\ud654\uba74-\ucea1\ucc98-2021-07-09-113358-300x151.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/07\/\ud654\uba74-\ucea1\ucc98-2021-07-09-113358-768x387.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/07\/\ud654\uba74-\ucea1\ucc98-2021-07-09-113358-1536x775.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/07\/\ud654\uba74-\ucea1\ucc98-2021-07-09-113358.png 1622w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5f53\u7136\uff0c\u867d\u7136\u6700\u8fd1\u5546\u4e1a\u5316\u7684 TTS MOS \u8d85\u8fc7\u4e86 4 \u70b9\u8303\u56f4\u5e76\u4ea7\u751f\u4e86\u4e0e\u4eba\u7c7b\u51e0\u4e4e\u65e0\u6cd5\u533a\u5206\u7684\u58f0\u97f3\uff0c\u4f46\u53d1\u5e03\u7684\u6a21\u578b\u7684 TTS \u4ecd\u7136\u5728\u65e9\u671f\u7684 3 \u70b9\u8303\u56f4\u5185\uff0c\u6240\u4ee5\u4f3c\u4e4e\u8fd8\u6709\u5f88\u5927\u7684\u7a7a\u95f4\u6539\u8fdb\u3002\u4f46\u662f\uff0c\u4e0e\u73b0\u6709\u7684 TTS \u4e00\u6837\uff0c\u5b83\u6709\u671b\u901a\u8fc7\u6570\u636e\u79ef\u7d2f\u548c\u6a21\u578b\u7ec6\u5316\u5f97\u5230\u5feb\u901f\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>KAIST\u53bb\u5e74\u53d1\u5e03\u7684\u97e9\/\u82f1\u6b4c\u66f2\u6570\u636e\u96c6\u4e5f\u57285\u6708\u4efd\u53d1\u5e03\uff0c\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\u5230\u7684demo\u662f\u516c\u5f00\u7684\uff0c\u6240\u4ee5\u4f60\u53ef\u80fd\u60f3\u542c\u542c\u3002\u8be6\u60c5\u8bf7\u53c2\u8003\u4e0b\u9762\u7684\u94fe\u63a5\uff0c\u8be5\u94fe\u63a5\u662f\u8bba\u6587\u4e2d\u53d1\u5e03\u7684\u6f14\u793a\u7ad9\u70b9\u3002<\/p>\n\n\n\n<p><strong>\u6f14\u793a\u94fe\u63a5\uff1a <\/strong>https:\/\/mlpsinger.github.io\/<br><strong>Github \u94fe\u63a5\uff1a <\/strong>https:\/\/github.com\/neosapience\/mlp-singer<\/p>\n\n\n\n<p><strong>\u53c2\u8003<\/strong><\/p>\n\n\n\n<p>Tae, J.\u3001Kim, H. \u548c Lee, Y.\uff082021 \u5e74\uff09\u3002 MLP \u6b4c\u624b\uff1a\u8fc8\u5411\u5feb\u901f\u5e76\u884c\u97e9\u56fd\u6b4c\u58f0\u5408\u6210\u3002&nbsp;<em>arXiv \u9884\u5370\u672c arXiv:2106.07886<\/em>.<br>Choi, S.\u3001Kim, W.\u3001Park, S.\u3001Yong, S. \u548c Nam, J.\uff082020 \u5e74 10 \u6708\uff09\u3002\u7528\u4e8e\u58f0\u4e50\u7814\u7a76\u7684\u513f\u6b4c\u6570\u636e\u96c6\u3002\u5728&nbsp;<em>\u7b2c 21 \u5c4a\u56fd\u9645\u97f3\u4e50\u4fe1\u606f\u68c0\u7d22\u5b66\u4f1a (ISMIR)<\/em>.\u56fd\u9645\u97f3\u4e50\u4fe1\u606f\u68c0\u7d22\u534f\u4f1a\u3002<br>Chen, J., Tan, X., Luan, J., Qin, T., &amp; Liu, T.Y. 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Google\uc774 Tacotron \uc2dc\ub9ac\uc988\ub97c \ubc1c\ud45c\ud55c \uc774\ud6c4 HMM(hidden Markov model) \uae30\ubc18\uc5d0\uc11c \ub525\ub7ec\ub2dd \uae30\ubc18\uc73c\ub85c \ube60\ub974\uac8c \uc804\ud658\ub418\uc5c8\uc73c\uba70 \ud604\uc7ac \uc0c1\uc6a9 \uc11c\ube44\uc2a4\ub418\ub294 \ubaa8\ub378\ub4e4 \ub610\ud55c \ub525\ub7ec\ub2dd \uae30\ubc18\uc73c\ub85c \ub3d9\uc791\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4. \uc0c1\uc6a9\ud654\uac00 \ub420 \ub9cc\ud07c \uac1c\uc120\ub3c4 \ub9ce\uc774 \uc774\ub8e8\uc5b4\uc9c0\uace0 \uc788\uc73c\uba70 \uad00\ub828 \uc5f0\uad6c \ub610\ud55c &#8216;\ub2e8\uc21c \uad6c\ud604&#8217;\uc5d0\uc11c \ubc97\uc5b4\ub098 \uc810\ucc28 &#8216;\uc0c8\ub85c\uc6b4 \uae30\ub2a5&#8217; \uacfc&hellip;<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_60517\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2021\/07\/09\/neosapience%ec%9d%98-mlp-singer-%ea%b3%b5%ea%b0%9c\/\"  data-item_title=\"MLP Singer\"  data-item_date=\"2021-07-09T12:50:36+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[17,19],"tags":[464,500],"class_list":["post-60517","post","type-post","status-publish","format-standard","hentry","category-tech02","category-tech04","tag-tensorflow","tag-pytorch","category-17","category-19","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/60517","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/comments?post=60517"}],"version-history":[{"count":3,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/60517\/revisions"}],"predecessor-version":[{"id":60523,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/60517\/revisions\/60523"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=60517"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=60517"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=60517"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}