{"id":2613,"date":"2023-10-02T11:11:26","date_gmt":"2023-10-02T06:11:26","guid":{"rendered":"http:\/\/vestnik.polytech.tj\/?p=2613"},"modified":"2023-10-02T11:35:56","modified_gmt":"2023-10-02T06:35:56","slug":"%d1%81%d1%80%d0%b0%d0%b2%d0%bd%d0%b8%d1%82%d0%b5%d0%bb%d1%8c%d0%bd%d1%8b%d0%b9-%d0%b0%d0%bd%d0%b0%d0%bb%d0%b8%d0%b7-%d1%81%d0%b8%d1%81%d1%82%d0%b5%d0%bc-%d1%80%d0%b0%d1%81%d0%bf%d0%be%d0%b7%d0%bd","status":"publish","type":"post","link":"https:\/\/vestnik.polytech.tj\/?p=2613&lang=ru","title":{"rendered":"\u0421\u0420\u0410\u0412\u041d\u0418\u0422\u0415\u041b\u042c\u041d\u042b\u0419 \u0410\u041d\u0410\u041b\u0418\u0417 \u0421\u0418\u0421\u0422\u0415\u041c \u0420\u0410\u0421\u041f\u041e\u0417\u041d\u0410\u0412\u0410\u041d\u0418\u042f \u0417\u0412\u0423\u041a\u0410  SPHINX \u0418 MOZILLA DEEPSPEECH"},"content":{"rendered":"<p><!--vcv no format--><!-- vcwb\/dynamicElementComment:ca096ffa --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-ca096ffa\" data-vce-do-apply=\"all el-ca096ffa\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:59a13532 --><\/p>\n<div class=\"vce-col vce-col--md-78p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-59a13532\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-59a13532\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-59a13532\"><!-- vcwb\/dynamicElementComment:f9db4cd1 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-f9db4cd1\" data-vce-do-apply=\"all el-f9db4cd1\">\n<p><strong><span style=\"font-size: 14pt;\">\u0410\u0432\u0442\u043e\u0440\u044b<\/span>&nbsp;<\/strong><\/p>\n<p><strong>&nbsp; &nbsp; &nbsp; <\/strong><strong>\u0425\u0443\u0434\u043e\u0439\u0431\u0435\u0440\u0434\u0438\u0435\u0432 \u0425.\u0410.<\/strong><em> \u2013 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442 \u0444\u0438\u0437\u0438\u043a\u043e-\u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b <\/em><em>\u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u041f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442 <\/em><em>\u0422\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u043a\u0430 \u041c.\u0421. \u041e\u0441\u0438\u043c\u0438, <span style=\"font-weight: 400;\">\u0433. \u0425\u0443\u0434\u0436\u0430\u043d\u0434, \u0420\u0435\u0441\u043f\u0443\u0431\u043b\u0438\u043a\u0430 \u0422\u0430\u0434\u0436\u0438\u043a\u0438\u0441\u0442\u0430\u043d, <a href=\"mailto:tajlingvo@gmail.com\">tajlingvo@gmail.com<\/a><\/span><\/em><\/p>\n<p><strong>&nbsp; &nbsp; &nbsp;<\/strong><strong>\u0412\u043e\u0441\u0438\u0442\u043e\u0432 \u0420.\u041c. <\/strong><em>\u2013 \u0434\u043e\u043a\u0442\u043e\u0440\u0430\u043d\u0442, \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044c \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 <\/em><em>\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u041f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0422\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e&nbsp; <\/em><em>\u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u043a\u0430 \u041c.\u0421. \u041e\u0441\u0438\u043c\u0438, <\/em><em>\u0433. \u0425<\/em><em>\u0443\u0434\u0436\u0430\u043d\u0434, \u0420\u0435\u0441\u043f\u0443\u0431\u043b\u0438\u043a\u0430 \u0422\u0430\u0434\u0436\u0438\u043a\u0438\u0441\u0442\u0430\u043d, <\/em><span style=\"font-weight: 400; font-style: normal;\"><em><a href=\"mailto:ravshan488889@gmail.com\">ravshan488889@gmail.com<\/a><\/em><\/span><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f<\/strong><\/span><\/p>\n<p><em>\u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 CMU <\/em><em>Sphinx \u0438 <\/em><em>Mozilla <\/em><em>speech <\/em><em>recognition, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 <\/em><em>Deep <\/em><em>Speech 0.6. \u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0441\u0438\u0441\u0442\u0435\u043c \u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438. \u041a\u0430\u0436\u0434\u0430\u044f \u0438\u0437 \u043d\u0438\u0445 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 \u0431\u0430\u0437\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439. \u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u043c\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u043c\u0438 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435. \u0420\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0447\u0435\u043b\u043e\u0432\u0435\u0447\u0435\u0441\u043a\u043e\u0439 \u0440\u0435\u0447\u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u0442\u0441\u044f \u043d\u0430 \u0431\u0430\u0437\u0435 \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u0433\u0440\u0430\u043c\u043c\u0430\u0442\u0438\u043a\u0438, \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441\u0430, \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0437\u0432\u0443\u043a\u043e\u0432\u044b\u0445 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u043e\u0432. CMU <\/em><em>Sphinx \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u0432 \u043a\u043e\u043c\u043c\u0435\u0440\u0447\u0435\u0441\u043a\u0438\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445. \u0422\u0430\u043a, \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u043c\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0432 \u0432\u0438\u0434\u0435 API \u043c\u043e\u0436\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u0430\u0432\u0442\u043e\u043d\u043e\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430\u0445. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c, \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 <\/em><em>Android. \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438 <\/em><em>Mozilla \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043d\u0430 \u0431\u0430\u0437\u0435 \u0434\u0432\u0438\u0436\u043a\u0430 <\/em><em>DeepSpeech, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044e \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f. \u0421\u0438\u0441\u0442\u0435\u043c\u0443 <\/em><em>Mozilla \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043a\u0430\u043a \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0443 \u0434\u043b\u044f \u0441\u0432\u043e\u0438\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432. \u041e\u0431\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u043c\u0438, \u0438\u043c\u0435\u044e\u0442 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434. \u041f\u0440\u0438 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u043e\u0441\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0435\u0432, \u0432\u043a\u043b\u044e\u0447\u0430\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0441\u0438\u0441\u0442\u0435\u043c, \u043d\u0430\u043b\u0438\u0447\u0438\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0439 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u044b\u0435 \u044f\u0437\u044b\u043a\u0438 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f, \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f, \u043d\u0430\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u0435\u043c\u044b\u0435 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439. \u0422\u0430\u043a\u0436\u0435 \u0431\u044b\u043b\u0438 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u044b \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u044b \u043d\u0430 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0440\u0435\u0447\u0435\u0432\u044b\u0445 \u043a\u043e\u0440\u043f\u0443\u0441\u0430\u0445 \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u0438 \u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f. \u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0439 \u0438\u0437 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0431\u044b\u043b\u0438 \u0432\u044b\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u044b \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0446\u0438\u0438 \u043f\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044e \u0441 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u0443\u043a\u0430\u0437\u0430\u043d\u0438\u0435\u043c \u0441\u0444\u0435\u0440\u044b \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438.<\/em><\/p>\n<p><span style=\"font-size: 14pt;\"><strong>\u041a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0441\u043b\u043e\u0432\u0430<\/strong><\/span><\/p>\n<p><em>\u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438, \u043c\u0435\u0442\u0440\u0438\u043a\u0430, \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435, Word Recognition Rate (WRR), Word Error Rate (WER), Speed Factor (SF), \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0439 \u043a\u043e\u0434, \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435.<\/em><\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:f9db4cd1 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:59a13532 --><!-- vcwb\/dynamicElementComment:3d88c0d6 --><\/p>\n<div class=\"vce-col vce-col--md-22p vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last\" id=\"el-3d88c0d6\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-3d88c0d6\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-3d88c0d6\"><!-- vcwb\/dynamicElementComment:ead8a754 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-ead8a754\" data-vce-do-apply=\"all el-ead8a754\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u042f\u0437\u044b\u043a<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0440\u0443\u0441\u0441\u043a\u0438\u0439<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:ead8a754 --><!-- vcwb\/dynamicElementComment:9d5932d9 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-9d5932d9\" data-vce-do-apply=\"all el-9d5932d9\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u0422\u0438\u043f<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:9d5932d9 --><!-- vcwb\/dynamicElementComment:6468ef2b --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-6468ef2b\" data-vce-do-apply=\"all el-6468ef2b\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u0413\u043e\u0434<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400; font-style: normal;\">2021<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:6468ef2b --><!-- vcwb\/dynamicElementComment:43a9b2f2 --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-43a9b2f2\" data-vce-do-apply=\"all el-43a9b2f2\">\n<table style=\"border-collapse: collapse; width: 100%;\" border=\"1\">\n<tbody>\n<tr>\n<td style=\"width: 100%;\">\n<p style=\"line-height: 1;\"><strong><span style=\"font-size: 14pt;\">\u0421\u0442\u0440\u0430\u043d\u0438\u0446\u0430<\/span><\/strong><\/p>\n<p style=\"line-height: 1;\"><span style=\"font-weight: 400;\">7-11<\/span><\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:43a9b2f2 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:3d88c0d6 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:ca096ffa --><!-- vcwb\/dynamicElementComment:092d5b85 --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-092d5b85\" data-vce-do-apply=\"all el-092d5b85\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:290c423f --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-290c423f\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-290c423f\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-290c423f\"><!-- vcwb\/dynamicElementComment:7b9319de --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-7b9319de\" data-vce-do-apply=\"all el-7b9319de\">\n<p><span style=\"font-size: 14pt;\"><strong><em>\u0421\u043f\u0438\u0441\u043e\u043a<\/em><\/strong> <strong><em>\u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u043d\u043e\u0439<\/em><\/strong> <strong><em>\u043b\u0438\u0442\u0435\u0440\u0430\u0442\u0443\u0440\u044b<\/em><\/strong><\/span><\/p>\n<ol>\n<li><em>\u041c\u043e\u0434\u0435\u043b\u044c \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0438 \u0441\u0435\u0433\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 \u0440\u0435\u0447\u0435\u0432\u043e\u0433\u043e \u0441\u0438\u0433\u043d\u0430\u043b\u0430 \u0434\u043b\u044f \u043f\u043e\u0441\u043b\u043e\u0433\u043e\u0432\u043e\u0433\u043e \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0442\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0439 \u0440\u0435\u0447\u0438. \u0425\u0443\u0434\u043e\u0439\u0431\u0435\u0440\u0434\u0438\u0435\u0432 \u0425.\u0410. &#8212; 2017.<\/em><\/li>\n<li><em>\u0421\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 \u0441\u0438\u0441\u0442\u0435\u043c \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438 \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u043a\u043e\u0434\u043e\u043c. \u0411\u0435\u043b\u0435\u043d\u043a\u043e \u041c.\u0412., \u0411\u0430\u043b\u0430\u043a\u0448\u0438\u043d \u041f.\u0412. <\/em><em>[\u042d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0439 \u0440\u0435\u0441\u0443\u0440\u0441].<\/em> <em>Url<\/em><em>: <\/em><em>https<\/em><em>:\/\/<\/em><em>research<\/em><em>&#8212;<\/em><em>journal<\/em><em>.<\/em><em>org<\/em><em>\/<\/em><em>technical<\/em><em>\/<\/em><em>sravnitelnyj<\/em><em>&#8212;<\/em><em>analiz<\/em><em>&#8212;<\/em><em>sistem<\/em><em>&#8212;<\/em><em>raspoznavaniya<\/em><em>&#8212;<\/em><em>rechi<\/em><em>&#8212;<\/em><em>s<\/em><em>&#8212;<\/em><em>otkrytym<\/em><em>&#8212;<\/em><em>kodom<\/em> <em>(\u0434\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 12.02.2021).<\/em><\/li>\n<li><em>Arkhipov A. M.1, Polyak M. D.1. <\/em><em>\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0440\u0435\u0447\u0438 \u0441 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u0440\u0430\u0437\u0434\u0435\u043b\u0435\u043d\u0438\u0435\u043c \u0433\u043e\u0432\u043e\u0440\u044f\u0449\u0438\u0445 &#8212; 2020. <\/em><\/li>\n<li><em>CMU Sphinx &#8212; \u0412\u0438\u043a\u0438\u043f\u0435\u0434\u0438\u044f [\u042d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0439 \u0440\u0435\u0441\u0443\u0440\u0441]. \u2013 URL: http:\/\/cmusphinx.sourceforge.net\/wiki\/ (\u0434\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 09.01.2021).<\/em><\/li>\n<li><em>Gaida<\/em> <em>C<\/em><em>. \u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u043d\u0430\u0431\u043e\u0440\u043e\u0432 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438 \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c [\u042d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0439 \u0440\u0435\u0441\u0443\u0440\u0441]. \/ <\/em><em>C<\/em><em>. <\/em><em>Gaida<\/em> <em>et<\/em> <em>al<\/em><em>. \/\/ <\/em><em>Technical<\/em> <em>Report<\/em> <em>of<\/em> <em>the<\/em> <em>Project<\/em> <em>OASIS<\/em><em>. \u2013 <\/em><em>URL<\/em><em>: <\/em><em>http<\/em><em>:\/\/<\/em><em>suendermann<\/em><em>.<\/em><em>com<\/em><em>\/<\/em><em>su<\/em><em>\/<\/em><em>pdf<\/em><em>\/<\/em><em>oasis<\/em><em>pdf<\/em><em> (\u0434\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 12.02.2021).<\/em><\/li>\n<li><em>Hannun A., et. al Deep speech: Scaling up end-to-end speech recognition \/\/ arXiv preprint arXiv:1412.5567. \u2014 2014.<\/em><\/li>\n<li><em>Jha<\/em> <em>M<\/em><em>. \u0423\u043b\u0443\u0447\u0448\u0435\u043d\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438 \u0431\u0435\u0437 \u0443\u0447\u0438\u0442\u0435\u043b\u044f \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0430\u0434\u0430\u043f\u0442\u0430\u0446\u0438\u0438 \u0434\u0438\u043d\u0430\u043c\u0438\u043a\u0430 <\/em><em>MLLR<\/em><em> \u0438 \u0438\u0437\u043c\u0435\u0440\u0435\u043d\u0438\u044f \u0434\u043e\u0441\u0442\u043e\u0432\u0435\u0440\u043d\u043e\u0441\u0442\u0438 \/ <\/em><em>M<\/em><em>. <\/em><em>Jha<\/em> <em>et<\/em> <em>al<\/em><em>. \/\/ <\/em><em>V<\/em> <em>Jornadas<\/em> <em>en<\/em> <em>Tecnolog<\/em><em>\u0131<\/em><em>as<\/em> <em>del<\/em> <em>Habla<\/em><em> (<\/em><em>VJTH<\/em><em>\u20192008) \u2013 2008. \u2013 <\/em><em>P<\/em><em>. 255-258.<\/em><\/li>\n<li><em>Kaldi [\u042d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0439 \u0440\u0435\u0441\u0443\u0440\u0441]. \u2013 URL: http:\/\/kaldi-asr.org\/doc (\u0434\u0430\u0442\u0430 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f: 19.12.2021).<\/em><\/li>\n<li><em>Luj\u00e1n-Mares M. iATROS: \u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438 \u0438 \u043f\u0438\u0441\u044c\u043c\u0430 \/ M. Luj\u00e1n-Mares, V. Tamarit, V. Alabau et al. \/\/ V Journadas en Technologia del Habla \u2013 2008. \u2013 P. 75-58<\/em><\/li>\n<\/ol>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:7b9319de --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:290c423f --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:092d5b85 --><!-- vcwb\/dynamicElementComment:67fb3d2c --><\/p>\n<div class=\"vce-row-container\" data-vce-boxed-width=\"true\">\n<div class=\"vce-row vce-row--col-gap-30 vce-row-equal-height vce-row-content--top\" id=\"el-67fb3d2c\" data-vce-do-apply=\"all el-67fb3d2c\">\n<div class=\"vce-row-content\" data-vce-element-content=\"true\"><!-- vcwb\/dynamicElementComment:4e9fd410 --><\/p>\n<div class=\"vce-col vce-col--md-auto vce-col--xs-1 vce-col--xs-last vce-col--xs-first vce-col--sm-last vce-col--sm-first vce-col--md-last vce-col--lg-last vce-col--xl-last vce-col--md-first vce-col--lg-first vce-col--xl-first\" id=\"el-4e9fd410\">\n<div class=\"vce-col-inner\" data-vce-do-apply=\"border margin background  el-4e9fd410\">\n<div class=\"vce-col-content\" data-vce-element-content=\"true\" data-vce-do-apply=\"padding el-4e9fd410\"><!-- vcwb\/dynamicElementComment:cd187bec --><\/p>\n<div class=\"vce-text-block\">\n<div class=\"vce-text-block-wrapper vce\" id=\"el-cd187bec\" data-vce-do-apply=\"all el-cd187bec\">\n<p><strong><span style=\"font-size: 14pt;\">\u0414\u0430\u0442\u0430 \u043f\u0443\u0431\u043b\u0438\u043a\u0430\u0446\u0438\u044f<\/span><\/strong><\/p>\n<p>2023-09-25<\/p>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:cd187bec --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:4e9fd410 --><\/div>\n<\/div>\n<\/div>\n<p><!-- \/vcwb\/dynamicElementComment:67fb3d2c --><!--vcv no format--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0410\u0432\u0442\u043e\u0440\u044b&nbsp; &nbsp; &nbsp; &nbsp; \u0425\u0443\u0434\u043e\u0439\u0431\u0435\u0440\u0434\u0438\u0435\u0432 \u0425.\u0410. \u2013 \u043a\u0430\u043d\u0434\u0438\u0434\u0430\u0442 \u0444\u0438\u0437\u0438\u043a\u043e-\u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043d\u0430\u0443\u043a, \u0434\u043e\u0446\u0435\u043d\u0442 \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u041f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0422\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u043a\u0430 \u041c.\u0421. \u041e\u0441\u0438\u043c\u0438, \u0433. \u0425\u0443\u0434\u0436\u0430\u043d\u0434, \u0420\u0435\u0441\u043f\u0443\u0431\u043b\u0438\u043a\u0430 \u0422\u0430\u0434\u0436\u0438\u043a\u0438\u0441\u0442\u0430\u043d, tajlingvo@gmail.com &nbsp; &nbsp; &nbsp;\u0412\u043e\u0441\u0438\u0442\u043e\u0432 \u0420.\u041c. \u2013 \u0434\u043e\u043a\u0442\u043e\u0440\u0430\u043d\u0442, \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u044c \u043a\u0430\u0444\u0435\u0434\u0440\u044b \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u041f\u043e\u043b\u0438\u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442 \u0422\u0430\u0434\u0436\u0438\u043a\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e&nbsp; \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0430 \u0438\u043c\u0435\u043d\u0438 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u043a\u0430 \u041c.\u0421. \u041e\u0441\u0438\u043c\u0438, \u0433. \u0425\u0443\u0434\u0436\u0430\u043d\u0434, \u0420\u0435\u0441\u043f\u0443\u0431\u043b\u0438\u043a\u0430 \u0422\u0430\u0434\u0436\u0438\u043a\u0438\u0441\u0442\u0430\u043d, ravshan488889@gmail.com \u0410\u043d\u043d\u043e\u0442\u0430\u0446\u0438\u044f \u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d \u0441\u0440\u0430\u0432\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437 CMU Sphinx \u0438 Mozilla speech recognition, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0439 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 Deep Speech 0.6. \u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u043e \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0441\u0438\u0441\u0442\u0435\u043c \u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u0440\u0435\u0447\u0438. \u041a\u0430\u0436\u0434\u0430\u044f \u0438\u0437 \u043d\u0438\u0445&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[157],"tags":[340],"class_list":["post-2613","post","type-post","status-publish","format-standard","hentry","category-bulletin-of-pittu-2021-ru","tag---2021-1"],"acf":[],"featured_image_src":null,"author_info":{"display_name":"ilhomjonqodirov02","author_link":"https:\/\/vestnik.polytech.tj\/?author=1"},"_links":{"self":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/2613","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2613"}],"version-history":[{"count":2,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/2613\/revisions"}],"predecessor-version":[{"id":2615,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=\/wp\/v2\/posts\/2613\/revisions\/2615"}],"wp:attachment":[{"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2613"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2613"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vestnik.polytech.tj\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}