{"id":60752,"date":"2021-09-02T14:02:26","date_gmt":"2021-09-02T05:02:26","guid":{"rendered":"https:\/\/smilegate.ai\/?p=60752"},"modified":"2021-09-02T14:02:27","modified_gmt":"2021-09-02T05:02:27","slug":"translatotron-2","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2021\/09\/02\/translatotron-2\/","title":{"rendered":"\u7ffb\u8bd1\u5668 2"},"content":{"rendered":"<p>[\u524d\u7814\u7a76\u7ec4\u67f3\u7199Jo]<\/p>\n\n\n\n<p>\u81ea\u6df1\u5ea6\u5b66\u4e60\u70ed\u6f6e\u7684\u65e9\u671f\u4ee5\u6765\uff0c\u7ffb\u8bd1\u4e00\u76f4\u662f\u4e00\u4e2a\u7814\u7a76\u8bfe\u9898\u3002\u73b0\u5728\u5728\u4efb\u4f55\u9886\u57df\u90fd\u4f7f\u7528\u7684\u6ce8\u610f\u529b\uff0c\u4e5f\u662f\u7b2c\u4e00\u4e2a\u63d0\u51fa\u7684\u89e3\u51b3 Seq2Seq \u7ed3\u6784\u95ee\u9898\u7684\u65b9\u6cd5\u3002\u5728\u8fc7\u53bb\u7684 10 \u5e74\u4e2d\uff0c\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u7ffb\u8bd1\u5668\u7684\u6027\u80fd\u4e00\u76f4\u5728\u7a33\u6b65\u63d0\u5347\uff0c\u8fd9\u79cd\u7ffb\u8bd1\u5668\u6027\u80fd\u7684\u63d0\u5347\u89e3\u51b3\u4e86\u8bb8\u591a\u8bed\u8a00\u969c\u788d\u3002<\/p>\n\n\n\n<p>\u5f53\u524d\u7684\u7ffb\u8bd1\u6280\u672f\u4e3b\u8981\u96c6\u4e2d\u5728\u6587\u672c\u5230\u6587\u672c\uff08text-to-text translation\uff0cT2TT\uff09\u4e0a\u3002\u867d\u7136\u6587\u672c\u7684\u62bd\u8c61\u5bf9\u4e8e\u5c06\u6a21\u578b\u63d0\u5347\u5230\u4e00\u5b9a\u7a0b\u5ea6\u975e\u5e38\u6709\u7528\uff0c\u4f46\u5b83\u5b58\u5728\u6d88\u6563\u5bf9\u8bdd\u4e2d\u5404\u79cd\u975e\u8bed\u8a00\u5143\u7d20\u7684\u95ee\u9898\u3002\u8fd9\u4e2a\u95ee\u9898\u5728\u5bf9\u8bdd\u4e2d\u5c24\u4e3a\u660e\u663e\u3002\u5f53\u4e24\u4e2a\u4e0d\u540c\u8bed\u8a00\u7684\u4eba\u4f7f\u7528\u7ffb\u8bd1\u5668\u65f6\uff0c\u6211\u4eec\u901a\u5e38\u4f1a\u7ecf\u5386\u4e00\u4e2a\u7c7b\u4f3c\u2018L1\u8bed\u97f3\u2192L1\u8bc6\u522b\uff08L1\u6587\u672c\uff09\u2192L1L2\u7ffb\u8bd1\uff08L2\u6587\u672c\uff09\u2192L2 TTS\uff08L2\u8bed\u97f3\uff09\u201d\u7684\u8fc7\u7a0b\u3002\u901a\u8fc7\u8bc6\u522b\u548c\u7ffb\u8bd1\u6d88\u5931\u7684\u975e\u8bed\u8a00\u4fe1\u606f\u6210\u4e3a\u5f53\u524d\u7ffb\u8bd1\u4eba\u5458\u65e0\u6cd5\u89e3\u51b3\u7684\u969c\u788d\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u8c37\u6b4c\u5728 2019 \u5e74\u53d1\u5e03\u4e86 Translatotron\uff0c\u4eca\u5e74 7 \u6708\u53d1\u5e03\u4e86 Translatotron 2\u3002 Translatotron \u4e0e\u4f20\u7edf\u7ffb\u8bd1\u6a21\u578b\u7684\u4e3b\u8981\u533a\u522b\u5728\u4e8e\uff0c\u5b83\u4fa7\u91cd\u4e8e\u8bed\u97f3\u5230\u8bed\u97f3\uff08speech-to-speech translation\uff0cS2ST\uff09\u3002\u53d1\u8868\u8be5\u6a21\u578b\u7684\u8bba\u6587\u79f0\uff0cS2ST\u4e0eT2TT\u76f8\u6bd4\uff0c\u5177\u6709\u53ef\u4ee5\u5728\u8bed\u97f3\u8f93\u51fa\u4e2d\u53cd\u6620L1\u7684\u975e\u8bed\u8a00\u4fe1\u606f\uff0c\u4ee5\u53ca\u7531\u4e8e\u8ba1\u7b97\u8fc7\u7a0b\u51cf\u5c11\u800c\u51cf\u5c11\u65f6\u95f4\u548c\u9519\u8bef\u7b49\u4f18\u70b9\uff0c \u7b49\u7b49\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"637\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/09\/image-1024x637.png\" alt=\"\" class=\"wp-image-60754\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/09\/image-1024x637.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/09\/image-300x187.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/09\/image-768x478.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/09\/image.png 1342w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>\n\n\n\n<p>Translatotron 2 \u7684\u7c97\u7565\u7ed3\u6784\u63a5\u8fd1\u4e8e\u6df7\u5408 ASR \u548c TTS \u6a21\u578b\u7684\u7ed3\u6784\u3002\u5b83\u63a5\u6536L1\u8bed\u97f3\u4fe1\u606f\uff08mel-spectrogram\uff09\u5e76\u7528\u89e3\u7801\u5668\uff08ASR\uff09\u9884\u6d4bL2\u97f3\u7d20\uff0c\u540c\u65f6\u5728\u8ba1\u7b97L2\u97f3\u7d20\uff08TTS\uff09\u4e4b\u524d\u901a\u8fc7\u5408\u6210\u5668\u7ed3\u5408\u89e3\u7801\u5668\u8f93\u51fa\u548c\u6ce8\u610f\u529b\u6765\u9884\u6d4bL2 mel-spectrogram\u3002\u56e0\u6b64\uff0c\u6a21\u578b\u4e2d\u4e0d\u8003\u8651 L1 \u97f3\u7d20\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\uff0c\u8fd9\u79cd\u7ed3\u6784\u8bf4\u660eS2ST\u6280\u672f\u8fd8\u6709\u5f88\u591a\u969c\u788d\u9700\u8981\u514b\u670d\u3002\u6240\u63d0\u51fa\u7684\u6a21\u578b\u901a\u8fc7\u6587\u672c\u8f93\u51fa\u7684\u89e3\u7801\u5668\u66f4\u63a5\u8fd1\u4e8e\u8bed\u97f3\u5230\u6587\u672c\u5230\u8bed\u97f3\u7684\u7ed3\u6784\uff0c\u800c\u4e0d\u662f\u76ee\u6807\u8bed\u97f3\u5230\u8bed\u97f3\u3002\u6a21\u578b\u7684\u8d28\u91cf\u4e5f\u5f88\u53ef\u80fd\u4f1a\u6839\u636e L1 \u548c L2 \u4e4b\u95f4\u7684\u5dee\u5f02\u7a0b\u5ea6\u800c\u6709\u6240\u4e0d\u540c\u3002\u7279\u522b\u662f\uff0c\u7528\u4e8e\u89e3\u7801\u5668\u7684\u6ce8\u610f\u529b\u5728\u5177\u6709\u4e0d\u540c\u8bcd\u5e8f\u7684\u8bed\u8a00\uff08\u4f8b\u5982\u97e9\u8bed\uff09\u4e2d\u8868\u73b0\u51fa\u7684\u6027\u80fd\u8981\u4f4e\u5f97\u591a\u3002\u4f46\u662f\uff0c\u5c3d\u7ba1\u5982\u6b64\uff0c\u8fd9\u4e9b\u6a21\u578b\u8fd8\u662f\u5728\u95ee\uff0c\u201c\u6df1\u5ea6\u5b66\u4e60\u96be\u9053\u4e0d\u4f1a\u8ba9\u6211\u4eec\u6709\u4e00\u5929\u514b\u670d\u6211\u4eec\u9762\u4e34\u7684\u8bb8\u591a\u8bed\u8a00\u969c\u788d\u5417\uff1f\u201d\u8fd9\u4e5f\u63d0\u9ad8\u4e86\u9884\u671f\u3002<\/p>\n\n\n\n<p><strong>\u53c2\u8003<\/strong><\/p>\n\n\n\n<p>Jia, Y.\u3001Ramanovich, M.T.\u3001Remez, T. \u548c Pomerantz, R.\uff082021 \u5e74\uff09\u3002 Translatotron 2\uff1a\u5f3a\u5927\u7684\u76f4\u63a5\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\u3002\u00a0<em>arXiv \u9884\u5370\u672c arXiv:2107.08661<\/em>.<br>Jia, Y., Weiss, RJ, Biadsy, F., Macherey, W., Johnson, M., Chen, Z., &amp; Wu, Y. (2019)\u3002\u4f7f\u7528\u5e8f\u5217\u5230\u5e8f\u5217\u6a21\u578b\u7684\u76f4\u63a5\u8bed\u97f3\u5230\u8bed\u97f3\u7ffb\u8bd1\u3002\u00a0<em>arXiv \u9884\u5370\u672c arXiv:1904.06037<\/em>.<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_60752\"  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\/09\/02\/translatotron-2\/\"  data-item_title=\"Translatotron 2\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/09\/\ub300\uc9c0-1@4x.png\"  data-item_date=\"2021-09-02T14:02:26+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},"excerpt":{"rendered":"<p>[\uc120\ud589\uc5f0\uad6c\ud300 \uc720\ud76c\uc870] \ubc88\uc5ed\uc740 \ub525\ub7ec\ub2dd \ubd90\uc774 \uc77c\ub358 \ucd08\uae30\ubd80\ud130 \uc5f0\uad6c\ub418\ub358 \uc8fc\uc81c\uc785\ub2c8\ub2e4. \uc9c0\uae08\uc740 \uc5b4\ub290 \ubd84\uc57c\uc5d0\uc11c\ub4e0 \uc0ac\uc6a9\ub418\ub294 attention \uc5ed\uc2dc \ucd5c\ucd08\ub294 Seq2Seq \uad6c\uc870\uac00 \uac16\ub294 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc81c\uc548\ub41c \ubc29\ubc95\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uadfc 10\uc5ec\ub144 \uac04 \ub525\ub7ec\ub2dd \uae30\ubc18 \ubc88\uc5ed\uae30\uc758 \uc131\ub2a5\uc740 \uafb8\uc900\ud788 \uac1c\uc120\ub418\uc5b4 \uc654\uace0 \uc774\ub7f0 \ubc88\uc5ed\uae30 \uc131\ub2a5\uc758 \uac1c\uc120\uc740 \uc5b8\uc5b4\uc5d0 \uc758\ud55c \uc7a5\ubcbd\uc744 \ub9ce\uc740 \ubd80\ubd84 \ud574\uc18c\uc2dc\ucf1c\uc8fc\uc5c8\uc2b5\ub2c8\ub2e4. \ud604\uc7ac\uc758 \ubc88\uc5ed \uae30\uc220\uc740 \ub300\ubd80\ubd84 text-to-text\uc5d0 \ud3ec\ucee4\uc2a4\ub97c \ub9de\ucd94\uace0 \uc788\uc2b5\ub2c8\ub2e4 (text-to-text translation, T2TT).&hellip;<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_60752\"  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\/09\/02\/translatotron-2\/\"  data-item_title=\"Translatotron 2\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2021\/09\/\ub300\uc9c0-1@4x.png\"  data-item_date=\"2021-09-02T14:02:26+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":60755,"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-60752","post","type-post","status-publish","format-standard","has-post-thumbnail","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\/60752","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=60752"}],"version-history":[{"count":2,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/60752\/revisions"}],"predecessor-version":[{"id":60756,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/60752\/revisions\/60756"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/60755"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=60752"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=60752"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=60752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}