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РЕЧЕВОЙ СИГНАЛ И ЕГО НОРМАЛИЗАЦИЯ

Authors: Zulunov Ravshanbek Mamatovich; Gulamova Diyora Iftixor qizi;

РЕЧЕВОЙ СИГНАЛ И ЕГО НОРМАЛИЗАЦИЯ

Abstract

{"references": ["\u0422\u0430\u043c\u043f\u0435\u043b\u044c \u0418.\u0411., \u041a\u0430\u0440\u043f\u043e\u0432 \u0410.\u0410. \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. \u0421\u041f\u0431: \u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0418\u0422\u041c\u041e, 2016. \u2014 6 \u0441", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432. \u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u0443\u0447\u0435\u0431\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u043a \u044d\u043f\u043e\u0445\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430. \u0416\u0443\u0440\u043d\u0430\u043b \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439, \u0442\u043e\u043c 1, \u0432\u044b\u043f\u0443\u0441\u043a 4, \u0441\u0435\u043d\u0442\u044f\u0431\u0440\u044c 2022 \u0433., \u0441\u0442\u0440. 261-263", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435. Web of Scientist: \u041c\u0435\u0436\u0434\u0443\u043d\u0430\u0440\u043e\u0434\u043d\u044b\u0439 \u0436\u0443\u0440\u043d\u0430\u043b \u043d\u0430\u0443\u0447\u043d\u044b\u0445 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439 (WoS), \u0442\u043e\u043c 3, \u0432\u044b\u043f\u0443\u0441\u043a 10, \u043e\u043a\u0442\u044f\u0431\u0440\u044c 2022 \u0433., \u0441. 764-770", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432, \u041f\u043e\u0434\u0433\u043e\u0442\u043e\u0432\u043a\u0430 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u043a \u044d\u043f\u043e\u0445\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430. Periodica Journal of Modern Philosophy, Social Sciences and Humanities, 2022, 11 \u043e\u043a\u0442\u044f\u0431\u0440\u044f, \u0441. 81-83", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432. \u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0438 \u043a\u0430\u043a \u043e\u043d \u0431\u043e\u0442\u0430\u0435\u0442. Education_devotees, \u043d\u043e\u044f\u0431\u0440\u044c 2022 \u0433., \u0447\u0430\u0441\u0442\u044c 1, \u0441\u0442\u0440. 149\u2013153", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435. \u0412\u0435\u0441\u0442\u043d\u0438\u043a \u0425\u043e\u0440\u0435\u0437\u043c\u0441\u043a\u043e\u0439 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u0438 \u041c\u0430\u044a\u043c\u0443\u043d\u0430, 03.11.2022, \u0441\u0442\u0440. 163-166", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432, \u0410. \u0422\u0438\u043b\u043b\u0430\u0432\u043e\u043b\u0434\u0438\u0435\u0432. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435. Periodica Journal of Modern Philosophy, Social Sciences and Humanities, 2022, \u0442. 12, \u043d\u043e\u044f\u0431\u0440\u044c, \u0441\u0442\u0440. 137\u2013142", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432, \u0414. \u0418\u0440\u043c\u0430\u0442\u043e\u0432\u0430. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430. \u0416\u0443\u0440\u043d\u0430\u043b \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439, 1(6), \u043d\u043e\u044f\u0431\u0440\u044c 2022 \u0433., \u0441\u0442\u0440. 53-56", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432, \u0410. \u0422\u0430\u0434\u0436\u0438\u0431\u0430\u0435\u0432\u0430. \u0421\u043c\u0435\u0448\u0430\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0432 \u0432\u044b\u0441\u0448\u0435\u0439 \u0448\u043a\u043e\u043b\u0435 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c LMS Moodle. \u0423\u0447\u0435\u0431\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441, 2019, 5 (16), \u0441. 5-9", "\u0420. \u0417\u0443\u043b\u0443\u043d\u043e\u0432, \u0421. \u0425\u0430\u0434\u0436\u0438\u0435\u0432. \u041e\u0442 \u043c\u0438\u0444\u043e\u043b\u043e\u0433\u0438\u0438 \u043a \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u043c\u0443 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044e: \u0438\u0441\u0442\u043e\u0440\u0438\u044f \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430. \u041e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u0435 \u043c\u044b\u0441\u043b\u0438, \u0434\u0435\u043a\u0430\u0431\u0440\u044c 2022 \u0433., \u0447\u0430\u0441\u0442\u044c 1, \u0441\u0442\u0440. 16-19", "\u0417\u0443\u043b\u0443\u043d\u043e\u0432 \u0420., \u041c\u0430\u0445\u043c\u0443\u0434\u043e\u0432\u0430 \u041c. \u0420\u043e\u043b\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0430 \u0432 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0447\u0435\u043b\u043e\u0432\u0435\u043a\u0430 \u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043d\u0435\u0439\u0440\u043e\u043a\u0438\u0431\u0435\u0440\u043d\u0435\u0442\u0438\u043a\u0438. \u0416\u0443\u0440\u043d\u0430\u043b \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439, \u0434\u0435\u043a\u0430\u0431\u0440\u044c 2022 \u0433., 1(7), 2\u20137 \u0441\u0442\u0440", "\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442, \u043a\u043d\u0438\u0433\u0430 1: \u0421\u0438\u0441\u0442\u0435\u043c\u044b \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u0438 \u044d\u043a\u0441\u043f\u0435\u0440\u0442\u043d\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u043f\u043e\u0434 \u0440\u0435\u0434. \u042d. \u0412. \u041f\u043e\u043f\u043e\u0432\u0430, \u041c. - \u0420\u0430\u0434\u0438\u043e \u0438 \u0421\u0432\u044f\u0437\u044c, 1990. - 464 \u0441", "\u0412\u0438\u043d\u0446\u044e\u043a \u0422.\u041a., \u0410\u043d\u0430\u043b\u0438\u0437, \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435 \u0438 \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0430\u0446\u0438\u044f \u0440\u0435\u0447\u0435\u0432\u044b\u0445 \u0441\u0438\u0433\u043d\u0430\u043b\u043e\u0432, \u2014 \u041a\u0438\u0435\u0432: \u041d\u0430\u0443\u043a\u043e\u0432\u0430 \u0434\u0443\u043c\u043a\u0430, 1987. \u2014 264 \u0441\u0442\u0440", "\u0410. \u041e\u043f\u043f\u0435\u043d\u0433\u0435\u0439\u043c, \u0420. \u0428\u0430\u0444\u0435\u0440, \u0426\u0438\u0444\u0440\u043e\u0432\u0430\u044f \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u0441\u0438\u0433\u043d\u0430\u043b\u043e\u0432, \u041c.: \u0422\u0435\u0445\u043d\u043e\u0441\u0444\u0435\u0440\u0430, 2006. \u2013 856 \u0441", "\u0411\u043e\u043d\u0434\u0430\u0440\u0435\u043d\u043a\u043e \u041b. \u0412., \u0412\u0435\u0440\u0431\u0438\u0446\u043a\u0430\u044f \u041b. \u0410., \u0413\u043e\u0440\u0434\u0438\u043d\u0430 \u041c. \u0412., \u041e\u0441\u043d\u043e\u0432\u044b \u043e\u0431\u0449\u0435\u0439 \u0444\u043e\u043d\u0435\u0442\u0438\u043a\u0438. - \u041c.: \u0410\u043a\u0430\u0434\u0435\u043c\u0438\u044f, 2004. - 160 \u0441"]}

В статье говорится о речи, определении речи и ее нормализации. Распознавание речи в настоящее время развивается. В настоящее время распознавание речи часто используется в системах видеонаблюдения, контроля доступа, различных мобильных и облачных платформах.

Keywords

модуль дискретного преобразования Фурье, Речь, дискретный сигнал, нормализация речевого сигнала, речевой сигнал

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