{"id":17124,"date":"2025-08-25T08:00:29","date_gmt":"2025-08-25T01:00:29","guid":{"rendered":"https:\/\/vbee.vn\/blog\/?post_type=text-to-speech&#038;p=17124"},"modified":"2026-03-12T10:45:39","modified_gmt":"2026-03-12T03:45:39","slug":"lich-su-phat-trien","status":"publish","type":"post","link":"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/","title":{"rendered":"L\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i &#8211; T\u1eeb nh\u1eefng n\u0103m 1700 \u0111\u1ebfn nay!"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-grey ez-toc-container-direction\"><div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung ch\u00ednh<\/p><span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#1_Nguon_goc_cua_cong_nghe_Text_to_Speech_TTS\" >1. Ngu\u1ed3n g\u1ed1c c\u1ee7a c\u00f4ng ngh\u1ec7 Text to Speech (TTS)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#2_Cac_giai_doan_hinh_thanh_cong_nghe_TTS\" >2. C\u00e1c giai \u0111o\u1ea1n h\u00ecnh th\u00e0nh c\u00f4ng ngh\u1ec7 TTS<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#21_Giai_doan_bat_dau_1950_%E2%80%93_1970\" >2.1 Giai \u0111o\u1ea1n b\u1eaft \u0111\u1ea7u (1950 &#8211; 1970)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#22_Giai_doan_phat_trien_1970_%E2%80%93_2010\" >2.2 Giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n (1970 &#8211; 2010)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#23_Giai_doan_bung_no_2010_%E2%80%93_nay\" >2.3 Giai \u0111o\u1ea1n b\u00f9ng n\u1ed5 (2010 &#8211; nay)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#3_Tuong_lai_cua_cong_nghe_chuyen_van_ban_sang_tieng_noi\" >3. T\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n sang ti\u1ebfng n\u00f3i<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#31_Voice_Cloning_Singing_Text_to_Speech_Voice_Cloning\" >3.1 Voice Cloning, Singing Text to Speech Voice Cloning<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#32_Dubbing\" >3.2 Dubbing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#33_Voice_Conversion\" >3.3 Voice Conversion<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#4_Mot_so_cau_hoi_thuong_gap_ve_lich_su_phat_trien_cua_cong_nghe_TTS\" >4. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 l\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 TTS<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#41_Cong_nghe_chuyen_van_ban_thanh_giong_noi_Text_to_Speech_bat_dau_tu_khi_nao\" >4.1 C\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i (Text to Speech) b\u1eaft \u0111\u1ea7u t\u1eeb khi n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#42_Ai_la_nguoi_tien_phong_trong_viec_tong_hop_giong_noi_bang_may_tinh\" >4.2 Ai l\u00e0 ng\u01b0\u1eddi ti\u00ean phong trong vi\u1ec7c t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i b\u1eb1ng m\u00e1y t\u00ednh?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#43_Cong_nghe_Text_to_Speech_phat_trien_nhu_the_nao_trong_giai_doan_1970_%E2%80%93_2010\" >4.3 C\u00f4ng ngh\u1ec7 Text to Speech ph\u00e1t tri\u1ec3n nh\u01b0 th\u1ebf n\u00e0o trong giai \u0111o\u1ea1n 1970 \u2013 2010?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/lich-su-phat-trien\/#44_AI_va_mang_no-ron_sau_DNN_da_thay_doi_cong_nghe_TTS_ra_sao_tu_nam_2010_den_nay\" >4.4 AI v\u00e0 m\u1ea1ng n\u01a1-ron s\u00e2u (DNN) \u0111\u00e3 thay \u0111\u1ed5i c\u00f4ng ngh\u1ec7 TTS ra sao t\u1eeb n\u0103m 2010 \u0111\u1ebfn nay?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div><p><strong>L\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 Text to Speech b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng n\u0103m 1700 v\u00e0 \u0111\u00e3 tr\u1ea3i qua nhi\u1ec1u b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd t\u00ecm hi\u1ec3u v\u1ec1 ngu\u1ed3n g\u1ed1c v\u00e0 c\u00e1c giai \u0111o\u1ea1n h\u00ecnh th\u00e0nh c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i.<\/strong><\/p><p style=\"text-align: center;\"><p><iframe style=\"position: relative; top: 0px; border: none;\" title=\"H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng\" src=\"https:\/\/vbee.vn\/demo\" width=\"100%\" height=\"320\"><\/iframe><\/p><h2><span class=\"ez-toc-section\" id=\"1_Nguon_goc_cua_cong_nghe_Text_to_Speech_TTS\"><\/span>1. Ngu\u1ed3n g\u1ed1c c\u1ee7a c\u00f4ng ngh\u1ec7 Text to Speech (TTS)<span class=\"ez-toc-section-end\"><\/span><\/h2><p>H\u01a1n 200 n\u0103m tr\u01b0\u1edbc, con ng\u01b0\u1eddi \u0111\u00e3 b\u1eaft \u0111\u1ea7u \u1ea5p \u1ee7 \u00fd t\u01b0\u1edfng v\u1ec1 vi\u1ec7c t\u1ea1o ra m\u00e1y m\u00f3c c\u00f3 th\u1ec3 m\u00f4 ph\u1ecfng gi\u1ecdng n\u00f3i con ng\u01b0\u1eddi. N\u0103m 1779, Gi\u00e1o s\u01b0 ng\u01b0\u1eddi Nga <a href=\"https:\/\/en.wikipedia.org\/wiki\/Christian_Gottlieb_Kratzenstein\" rel=\"nofollow noopener\" target=\"_blank\">Christian Kratzenstein<\/a> \u0111\u00e3 ch\u1ebf t\u1ea1o m\u1ed9t thi\u1ebft b\u1ecb c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra c\u00e1c nguy\u00ean \u00e2m m\u1ed9t c\u00e1ch nh\u00e2n t\u1ea1o. M\u1ed9t ph\u00e1t minh kh\u00e1c ti\u1ebfp n\u1ed1i v\u00e0o n\u0103m 1791, \u0111\u00f3 l\u00e0 \u201cAcoustic-Mechanical Speech Machine\u201d c\u1ee7a Wolfgang Von Kempelen. Chi\u1ebfc m\u00e1y n\u00e0y c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng \u00e2m thanh \u0111\u01a1n l\u1ebb v\u00e0 m\u1ed9t s\u1ed1 t\u1ed5 h\u1ee3p \u00e2m thanh.<\/p><figure id=\"attachment_17158\" aria-describedby=\"caption-attachment-17158\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-17158\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-1-1.webp\" alt=\"Thi\u1ebft b\u1ecb t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c ph\u00e1t minh \u0111\u1ea7u th\u1ebf k\u1ef7 17.\" width=\"768\" height=\"672\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-1-1.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-1-1-300x263.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17158\" class=\"wp-caption-text\">Thi\u1ebft b\u1ecb t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i \u0111\u1ea7u ti\u00ean \u0111\u01b0\u1ee3c ph\u00e1t minh \u0111\u1ea7u th\u1ebf k\u1ef7 17. (Ngu\u1ed3n: responsivevoice.org)<\/figcaption><\/figure><p>\u0110\u1ebfn \u0111\u1ea7u nh\u1eefng n\u0103m 1800, Charles Wheatstone \u0111\u00e3 ch\u1ebf t\u1ea1o th\u00e0nh c\u00f4ng &#8220;m\u00e1y n\u00f3i&#8221; d\u1ef1a tr\u00ean thi\u1ebft k\u1ebf c\u1ee7a Von Kempelen. \u201cM\u00e1y n\u00f3i\u201d n\u00e0y ph\u1ee9c t\u1ea1p h\u01a1n v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra c\u00e1c nguy\u00ean \u00e2m c\u0169ng nh\u01b0 h\u1ea7u h\u1ebft ph\u1ee5 \u00e2m. Th\u1eadm ch\u00ed, m\u1ed9t s\u1ed1 s\u1ef1 k\u1ebft h\u1ee3p \u00e2m thanh v\u00e0 c\u1ea3 t\u1eeb \u0111\u1ea7y \u0111\u1ee7 c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u1ea1o ra.<\/p><figure id=\"attachment_17133\" aria-describedby=\"caption-attachment-17133\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17133 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-2.webp\" alt=\"Thi\u1ebft b\u1ecb Wheatstone \u0111\u00e3 ph\u00e1t tri\u1ec3n t\u1eeb m\u00e1y n\u00f3i c\u1ee7a Von Kempelen. \" width=\"768\" height=\"460\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-2.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-2-300x180.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17133\" class=\"wp-caption-text\">Thi\u1ebft b\u1ecb Wheatstone \u0111\u00e3 ph\u00e1t tri\u1ec3n t\u1eeb m\u00e1y n\u00f3i c\u1ee7a Von Kempelen. (Ngu\u1ed3n: research.spa.aalto.fi)<\/figcaption><\/figure><p>Sang giai \u0111o\u1ea1n n\u0103m 1937 &#8211; 1938, t\u1ea1i Bell Labs, Homer Dudley \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng thi\u1ebft b\u1ecb <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/vbee.vn\">t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i<\/a> VODER d\u1ef1a tr\u00ean c\u00f4ng tr\u00ecnh tr\u01b0\u1edbc \u0111\u00f3 c\u1ee7a \u00f4ng v\u1ec1 b\u1ed9 ph\u00e1t \u00e2m. VODER \u0111\u01b0\u1ee3c tr\u01b0ng b\u00e0y t\u1ea1i H\u1ed9i ch\u1ee3 Th\u1ebf gi\u1edbi New York n\u0103m 1939 v\u00e0 \u0111\u00e3 g\u00e2y ti\u1ebfng vang l\u1edbn.<\/p><figure id=\"attachment_17134\" aria-describedby=\"caption-attachment-17134\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17134 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-3.webp\" alt=\"S\u01a1 \u0111\u1ed3 m\u1ea1ch c\u1ee7a Voder. \" width=\"768\" height=\"443\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-3.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/nguon-goc-cua-cong-nghe-text-to-speech-3-300x173.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17134\" class=\"wp-caption-text\">S\u01a1 \u0111\u1ed3 m\u1ea1ch c\u1ee7a VODER. (Ngu\u1ed3n: en.wikipedia.org)<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"2_Cac_giai_doan_hinh_thanh_cong_nghe_TTS\"><\/span>2. C\u00e1c giai \u0111o\u1ea1n h\u00ecnh th\u00e0nh c\u00f4ng ngh\u1ec7 TTS<span class=\"ez-toc-section-end\"><\/span><\/h2><p>\u0110\u1ec3 c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n ho\u00e0n thi\u1ec7n nh\u01b0 ng\u00e0y h\u00f4m nay, c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh \u00e2m thanh \u0111\u00e3 tr\u1ea3i qua nhi\u1ec1u <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/thach-thuc-han-che\/\">th\u00e1ch th\u1ee9c v\u00e0 h\u1ea1n ch\u1ebf<\/a> \u0111\u1ec3 c\u1ea3i ti\u1ebfn v\u00e0 ph\u00e1t tri\u1ec3n.<\/p><h3><span class=\"ez-toc-section\" id=\"21_Giai_doan_bat_dau_1950_%E2%80%93_1970\"><\/span>2.1 Giai \u0111o\u1ea1n b\u1eaft \u0111\u1ea7u (1950 &#8211; 1970)<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Giai \u0111o\u1ea1n b\u1eaft \u0111\u1ea7u t\u1eeb n\u0103m 1950 \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc ch\u00e2n \u0111\u1ea7u ti\u00ean c\u1ee7a c\u00f4ng ngh\u1ec7 t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i d\u1ef1a tr\u00ean m\u00e1y t\u00ednh. V\u00e0o th\u1eddi \u0111i\u1ec3m n\u00e0y, c\u00e1c thi\u1ebft b\u1ecb m\u00e1y t\u00ednh c\u00f2n r\u1ea5t th\u00f4 s\u01a1 v\u00e0 h\u1ea1n ch\u1ebf v\u1ec1 kh\u1ea3 n\u0103ng x\u1eed l\u00fd \u00e2m thanh, tuy nhi\u00ean, c\u00e1c nh\u00e0 khoa h\u1ecdc \u0111\u00e3 b\u1eaft \u0111\u1ea7u th\u1eed nghi\u1ec7m v\u00e0 x\u00e2y d\u1ef1ng nh\u1eefng h\u1ec7 th\u1ed1ng \u0111\u01a1n gi\u1ea3n \u0111\u1ec3 bi\u1ebfn v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i. \u0110\u00e2y ch\u00ednh l\u00e0 n\u1ec1n t\u1ea3ng m\u1edf \u0111\u01b0\u1eddng cho c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng trong t\u01b0\u01a1ng lai.<\/p><p>N\u0103m 1961, t\u1ea1i Bell Labs, nh\u00e0 v\u1eadt l\u00fd John Larry Kelly, Jr c\u00f9ng v\u1edbi \u0111\u1ed3ng nghi\u1ec7p Louis Gerstman \u0111\u00e3 s\u1eed d\u1ee5ng chi\u1ebfc m\u00e1y t\u00ednh IBM 704 \u0111\u1ec3 th\u1ef1c hi\u1ec7n t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i \u0111\u1ea7u ti\u00ean. H\u1ecd ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng t\u1ea1o ra \u00e2m thanh m\u00f4 ph\u1ecfng gi\u1ecdng n\u00f3i con ng\u01b0\u1eddi b\u1eb1ng c\u00e1ch x\u1eed l\u00fd v\u00e0 t\u00e1i t\u1ea1o c\u00e1c t\u1ea7n s\u1ed1 \u00e2m thanh c\u01a1 b\u1ea3n. \u0110\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn l\u1edbn trong vi\u1ec7c m\u00e1y t\u00ednh c\u00f3 th\u1ec3 \u201cn\u00f3i\u201d thay v\u00ec ch\u1ec9 x\u1eed l\u00fd s\u1ed1 li\u1ec7u.<\/p><figure id=\"attachment_17126\" aria-describedby=\"caption-attachment-17126\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17126 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-bat-dau-1950-1970.webp\" alt=\"Thi\u1ebft b\u1ecb t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi Kelly. \" width=\"768\" height=\"402\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-bat-dau-1950-1970.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-bat-dau-1950-1970-300x157.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17126\" class=\"wp-caption-text\">Thi\u1ebft b\u1ecb t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi Kelly. (Ngu\u1ed3n: research.spa.aalto.fi)<\/figcaption><\/figure><p>D\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 n\u00e0y, John Larry Kelly \u0111\u00e3 t\u1ea1o ra phi\u00ean b\u1ea3n t\u1ed5ng h\u1ee3p b\u00e0i h\u00e1t \u201cDaisy Bell\u201d (Bicycle Built for Two) \u2013 m\u1ed9t trong nh\u1eefng b\u1ea3n Text to Voice \u0111\u1ea7u ti\u00ean c\u00f3 \u00e2m \u0111i\u1ec7u v\u00e0 t\u00ednh ngh\u1ec7 thu\u1eadt. Phi\u00ean b\u1ea3n gi\u1ecdng h\u00e1t t\u1ed5ng h\u1ee3p n\u00e0y \u0111\u00e3 \u0111i v\u00e0o l\u1ecbch s\u1eed khi \u0111\u01b0\u1ee3c nh\u00e0 v\u0103n ki\u00eam nh\u00e0 l\u00e0m phim Arthur C. Clarke s\u1eed d\u1ee5ng trong c\u1ea3nh cao tr\u00e0o c\u1ee7a b\u1ed9 phim khoa h\u1ecdc vi\u1ec5n t\u01b0\u1edfng n\u1ed5i ti\u1ebfng \u201c2001: A Space Odyssey\u201d ra m\u1eaft n\u0103m 1968. C\u1ea3nh phim n\u00e0y \u0111\u00e3 g\u00e2y \u1ea5n t\u01b0\u1ee3ng m\u1ea1nh v\u00e0 tr\u1edf th\u00e0nh bi\u1ec3u t\u01b0\u1ee3ng cho c\u00f4ng ngh\u1ec7 <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/vbee.vn\">gi\u1ecdng n\u00f3i nh\u00e2n t\u1ea1o<\/a>.<\/p><p>T\u1eeb n\u0103m 1966 \u0111\u1ebfn nh\u1eefng n\u0103m 1970, k\u1ef9 thu\u1eadt m\u00e3 h\u00f3a d\u1ef1 \u0111o\u00e1n tuy\u1ebfn t\u00ednh (Linear Predictive Coding \u2013 LPC) ra \u0111\u1eddi v\u00e0 \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c. LPC gi\u00fap m\u00f4 h\u00ecnh h\u00f3a c\u00e1ch ph\u00e1t \u00e2m c\u1ee7a con ng\u01b0\u1eddi b\u1eb1ng ph\u01b0\u01a1ng ph\u00e1p d\u1ef1 \u0111o\u00e1n v\u00e0 t\u00e1i t\u1ea1o t\u00edn hi\u1ec7u \u00e2m thanh d\u1ef1a tr\u00ean c\u00e1c th\u00f4ng s\u1ed1 tuy\u1ebfn t\u00ednh. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 gi\u00fap gi\u1ea3m dung l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ea7n x\u1eed l\u00fd m\u00e0 v\u1eabn gi\u1eef \u0111\u01b0\u1ee3c ch\u1ea5t l\u01b0\u1ee3ng gi\u1ecdng n\u00f3i \u1edf m\u1ee9c ch\u1ea5p nh\u1eadn \u0111\u01b0\u1ee3c. K\u1ef9 thu\u1eadt n\u00e0y tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng quan tr\u1ecdng cho nhi\u1ec1u h\u1ec7 th\u1ed1ng t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i trong c\u00e1c th\u1eadp k\u1ef7 ti\u1ebfp theo.<\/p><p>M\u1eb7c d\u00f9 trong giai \u0111o\u1ea1n n\u00e0y, gi\u1ecdng n\u00f3i t\u1ed5ng h\u1ee3p v\u1eabn c\u00f2n mang \u00e2m h\u01b0\u1edfng robot, c\u1ee9ng nh\u1eafc v\u00e0 thi\u1ebfu t\u1ef1 nhi\u00ean, kh\u00f4ng th\u1ec3 t\u00e1i t\u1ea1o \u0111\u01b0\u1ee3c c\u1ea3m x\u00fac hay ng\u1eef \u0111i\u1ec7u nh\u01b0 gi\u1ecdng n\u00f3i con ng\u01b0\u1eddi th\u1eadt, nh\u1eefng th\u00e0nh t\u1ef1u n\u00e0y \u0111\u00e3 m\u1edf ra h\u01b0\u1edbng \u0111i quan tr\u1ecdng cho ng\u00e0nh t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i. \u0110\u00e2y l\u00e0 n\u1ec1n m\u00f3ng gi\u00fap c\u00f4ng ngh\u1ec7 Text to Speech ng\u00e0y c\u00e0ng ph\u00e1t tri\u1ec3n v\u00e0 ti\u1ebfn b\u1ed9 h\u01a1n trong nh\u1eefng th\u1eadp k\u1ef7 sau.<\/p><h3><span class=\"ez-toc-section\" id=\"22_Giai_doan_phat_trien_1970_%E2%80%93_2010\"><\/span>2.2 Giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n (1970 &#8211; 2010)<span class=\"ez-toc-section-end\"><\/span><\/h3><p>N\u0103m 1975, Fumitada Itakura \u0111\u00e3 ph\u00e1t tri\u1ec3n ph\u01b0\u01a1ng ph\u00e1p c\u1eb7p ph\u1ed5 v\u1ea1ch (LSP) \u0111\u1ec3 m\u00e3 h\u00f3a gi\u1ecdng n\u00f3i c\u00f3 \u0111\u1ed9 n\u00e9n cao. T\u1eeb n\u0103m 1975 \u0111\u1ebfn n\u0103m 1981, Itakura nghi\u00ean c\u1ee9u c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 ph\u00e2n t\u00edch v\u00e0 t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i d\u1ef1a tr\u00ean ph\u01b0\u01a1ng ph\u00e1p LSP.<\/p><figure id=\"attachment_17159\" aria-describedby=\"caption-attachment-17159\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-17159\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-1-2.webp\" alt=\"Itakura v\u00e0 b\u1ed9 t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i.\" width=\"768\" height=\"671\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-1-2.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-1-2-300x262.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17159\" class=\"wp-caption-text\">Itakura v\u00e0 b\u1ed9 t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i. (Ngu\u1ed3n: ethw.org)<\/figcaption><\/figure><p>N\u0103m 1975, h\u1ec7 th\u1ed1ng t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i MUSA \u0111\u01b0\u1ee3c ph\u00e1t h\u00e0nh. N\u0103m 1976, m\u1ed9t trong nh\u1eefng thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed c\u1ea7m tay c\u00f3 t\u00ednh n\u0103ng t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i \u0111\u1ea7u ti\u00ean ra \u0111\u1eddi l\u00e0 m\u00e1y t\u00ednh c\u1ea7m tay Speech+ c\u1ee7a Telesensory Systems Inc. (TSI) d\u00e0nh cho ng\u01b0\u1eddi m\u00f9. Hay c\u00e1c thi\u1ebft b\u1ecb kh\u00e1c nh\u01b0 \u0111\u1ed3 ch\u01a1i Speak &amp; Spell do Texas Instruments s\u1ea3n xu\u1ea5t v\u00e0o n\u0103m 1978. Nh\u1eefng m\u00f3n \u0111\u1ed3 ch\u01a1i n\u00e0y l\u00e0 v\u00ed d\u1ee5 v\u1ec1 c\u00f4ng ngh\u1ec7 gi\u1ecdng n\u00f3i v\u1edbi ng\u1eef \u0111i\u1ec7u ch\u00ednh x\u00e1c, gi\u00fap ph\u00e2n bi\u1ec7t r\u00f5 r\u00e0ng v\u1edbi gi\u1ecdng robot ph\u1ed5 bi\u1ebfn v\u00e0o th\u1eddi b\u1ea5y gi\u1edd.<\/p><figure id=\"attachment_17129\" aria-describedby=\"caption-attachment-17129\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17129 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-2.webp\" alt=\"M\u00e1y Speak &amp; Spell m\u1eabu 1979 c\u1ee7a M\u1ef9. \" width=\"768\" height=\"609\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-2.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-2-300x238.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17129\" class=\"wp-caption-text\">M\u00e1y Speak &amp; Spell m\u1eabu 1979 c\u1ee7a M\u1ef9. (Ngu\u1ed3n: en.wikipedia.org)<\/figcaption><\/figure><p>V\u00e0o nh\u1eefng n\u0103m 1980, c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh \u00e2m thanh b\u1eaft \u0111\u1ea7u l\u00e0m khuynh \u0111\u1ea3o th\u1ebf gi\u1edbi tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed. Trong \u0111\u00f3 ph\u1ea3i k\u1ec3 \u0111\u1ebfn nh\u01b0 b\u1ea3n ph\u00e1t h\u00e0nh n\u0103m 1980 c\u1ee7a Stratovox (m\u1ed9t game arcade phong c\u00e1ch b\u1eafn s\u00fang) \u0111\u01b0\u1ee3c cho ra m\u1eaft b\u1edfi Sun Electronics, Manbiki Shoujo hay Milton c\u1ee7a C\u00f4ng ty Milton Bradley.<\/p><p>N\u0103m 1990, m\u1ed9t c\u1ed9t m\u1ed1c l\u1ecbch s\u1eed \u0111\u01b0\u1ee3c ghi d\u1ea5u khi Ann Syrdal t\u1ea1i AT&amp;T Bell Laboratories \u0111\u00e3 t\u1ea1o ra gi\u1ecdng n\u1eef \u0111\u1ea7u ti\u00ean cho m\u00e1y t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i. Su\u1ed1t th\u1eadp ni\u00ean 90, c\u00e1c k\u1ef9 s\u01b0 kh\u00f4ng ng\u1eebng nghi\u00ean c\u1ee9u v\u00e0 c\u1ea3i ti\u1ebfn, l\u1ea7n l\u01b0\u1ee3t chinh ph\u1ee5c nh\u1eefng th\u1eed th\u00e1ch \u0111\u1ec3 bi\u1ebfn gi\u1ecdng n\u00f3i m\u00e1y t\u00ednh tr\u1edf n\u00ean s\u1ed1ng \u0111\u1ed9ng v\u00e0 g\u1ea7n g\u0169i h\u01a1n.<\/p><figure id=\"attachment_17157\" aria-describedby=\"caption-attachment-17157\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-17157\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-3-1.webp\" alt=\"Ann Syrdal - ng\u01b0\u1eddi t\u1ea1o ra gi\u1ecdng n\u1eef \u0111\u1ea7u ti\u00ean cho thi\u1ebft b\u1ecb t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i.\" width=\"768\" height=\"706\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-3-1.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-phat-trien-1970-2010-3-1-300x276.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17157\" class=\"wp-caption-text\">Ann Syrdal &#8211; ng\u01b0\u1eddi t\u1ea1o ra gi\u1ecdng n\u1eef \u0111\u1ea7u ti\u00ean cho thi\u1ebft b\u1ecb t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i. (Ngu\u1ed3n: nytimes.com)<\/figcaption><\/figure><p>N\u0103m 1999, Microsoft ph\u00e1t h\u00e0nh Narrator, m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u1ecdc m\u00e0n h\u00ecnh hi\u1ec7n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p trong m\u1ecdi b\u1ea3n sao c\u1ee7a Microsoft Windows.<\/p><h3><span class=\"ez-toc-section\" id=\"23_Giai_doan_bung_no_2010_%E2%80%93_nay\"><\/span>2.3 Giai \u0111o\u1ea1n b\u00f9ng n\u1ed5 (2010 &#8211; nay)<span class=\"ez-toc-section-end\"><\/span><\/h3><p>K\u1ec3 t\u1eeb n\u0103m 2010, <a href=\"https:\/\/vbee.vn\/blog\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) \u0111\u00e3 \u0111\u01b0a <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/\">c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i<\/a> l\u00ean m\u1ed9t t\u1ea7m cao m\u1edbi, mang \u0111\u1ebfn nh\u1eefng tr\u1ea3i nghi\u1ec7m \u00e2m thanh s\u1ed1ng \u0111\u1ed9ng v\u00e0 \u0111\u1ea7y c\u1ea3m x\u00fac. T\u1eeb M\u00f4 h\u00ecnh Markov \u1ea9n (Hidden Markov Model &#8211; HMM) t\u1ea1o ra gi\u1ecdng \u0111\u1ecdc c\u1ee9ng nh\u1eafc, thi\u1ebfu c\u1ea3m x\u00fac v\u00e0 \u00edt \u0111a d\u1ea1ng, Text to Speech \u0111\u00e3 ph\u00e1t tri\u1ec3n v\u01b0\u1ee3t b\u1eadc nh\u1edd M\u1ea1ng l\u01b0\u1edbi th\u1ea7n kinh s\u00e2u (DNN &#8211; Deep neural networks).<\/p><p>DNN \u0111\u00e3 thay th\u1ebf HMM, tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 quan tr\u1ecdng trong Text to Speech. Nh\u1edd kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi t\u1eeb l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u \u00e2m thanh, DNN c\u00f3 th\u1ec3 m\u00f4 ph\u1ecfng ch\u00ednh x\u00e1c c\u00e1ch ph\u00e1t \u00e2m, ng\u1eef \u0111i\u1ec7u v\u00e0 c\u1ea3m x\u00fac, t\u1ea1o ra gi\u1ecdng \u0111\u1ecdc t\u1ef1 nhi\u00ean, m\u01b0\u1ee3t m\u00e0, ch\u00e2n th\u1ef1c.<\/p><p>C\u00f4ng ngh\u1ec7 TTS d\u1ef1a tr\u00ean DNN \u0111\u00e3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c nh\u01b0 <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/tro-ly-ao-la-gi\/\">tr\u1ee3 l\u00fd \u1ea3o<\/a> (<a href=\"https:\/\/assistant.google.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Google Assistant<\/a>, <a href=\"https:\/\/www.apple.com\/siri\/\" rel=\"nofollow noopener\" target=\"_blank\">Siri &#8211; Apple<\/a>, <a href=\"https:\/\/alexa.com\/\" rel=\"nofollow noopener\" target=\"_blank\">Alexa<\/a>), d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng t\u1ef1 \u0111\u1ed9ng, h\u1ec7 th\u1ed1ng th\u00f4ng b\u00e1o c\u00f4ng c\u1ed9ng, v\u00e0 nhi\u1ec1u \u1ee9ng d\u1ee5ng gi\u00e1o d\u1ee5c, gi\u1ea3i tr\u00ed kh\u00e1c nh\u01b0 tr\u00f2 ch\u01a1i \u0111i\u1ec7n t\u1eed, phim \u1ea3nh ho\u1eb7c s\u00e1ch n\u00f3i\u2026<\/p><p>M\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 \u1ee9ng d\u1ee5ng DNN \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n trong giai \u0111o\u1ea1n n\u00e0y ph\u1ea3i k\u1ec3 \u0111\u1ebfn nh\u01b0 WaveNet \u2013 m\u00f4 h\u00ecnh t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i t\u1ea1o ra d\u1ea1ng s\u00f3ng \u00e2m thanh th\u00f4, \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n b\u1edfi <a href=\"https:\/\/deepmind.google\/\" rel=\"nofollow noopener\" target=\"_blank\">DeepMind<\/a>; <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/create\/deep-voice-text-to-speech\/\">Deep Voice<\/a> 3 c\u1ee7a Baidu &#8211; m\u00f4 h\u00ecnh chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i c\u00f3 kh\u1ea3 n\u0103ng sao ch\u00e9p gi\u1ecdng n\u00f3i c\u1ee7a con ng\u01b0\u1eddi ch\u1ec9 v\u1edbi m\u1ed9t v\u00e0i ph\u00fat d\u1eef li\u1ec7u \u00e2m thanh hay Jukebox c\u1ee7a <a href=\"https:\/\/vbee.vn\/blog\/openai\/\">OpenAI<\/a> c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c b\u00e0i h\u00e1t c\u00f3 l\u1eddi v\u00e0 gi\u1ecdng h\u00e1t \u1edf nhi\u1ec1u th\u1ec3 lo\u1ea1i v\u00e0 phong c\u00e1ch kh\u00e1c nhau\u2026 C\u00e1c c\u00f4ng c\u1ee5 n\u00e0y gi\u00fap m\u1ecdi th\u00f4ng tin \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn m\u1ed9t c\u00e1ch thu\u1eadn l\u1ee3i h\u01a1n, d\u1ec5 d\u00e0ng h\u01a1n, h\u1ed7 tr\u1ee3 nhi\u1ec1u t\u00e1c v\u1ee5 c\u00f4ng vi\u1ec7c m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p><figure id=\"attachment_17127\" aria-describedby=\"caption-attachment-17127\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17127 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-bung-no-2010-hien-tai.webp\" alt=\"Siri - m\u1ed9t s\u1ea3n ph\u1ea9m c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh ti\u1ebfng n\u00f3i.\" width=\"768\" height=\"401\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-bung-no-2010-hien-tai.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/giai-doan-bung-no-2010-hien-tai-300x157.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17127\" class=\"wp-caption-text\">Siri &#8211; m\u1ed9t s\u1ea3n ph\u1ea9m c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh ti\u1ebfng n\u00f3i. (Ngu\u1ed3n: www.apple.com\/siri)<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"3_Tuong_lai_cua_cong_nghe_chuyen_van_ban_sang_tieng_noi\"><\/span>3. T\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n sang ti\u1ebfng n\u00f3i<span class=\"ez-toc-section-end\"><\/span><\/h2><p>T\u01b0\u01a1ng lai c\u1ee7a c\u00f4ng ngh\u1ec7 Text to Speech r\u1ea5t th\u00fa v\u1ecb v\u00e0 \u0111\u1ea7y h\u1ee9a h\u1eb9n. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 <a href=\"https:\/\/vbee.vn\/blog\/ai\/deep-learning\/\">h\u1ecdc s\u00e2u<\/a>, c\u00e1c m\u00f4 h\u00ecnh gi\u1ecdng n\u00f3i nh\u00e2n t\u1ea1o gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 truy\u1ec1n t\u1ea3i nh\u1eefng c\u1ea3m x\u00fac nh\u01b0 vui, bu\u1ed3n ho\u1eb7c t\u1ee9c gi\u1eadn, gi\u00fap cho vi\u1ec7c t\u01b0\u01a1ng t\u00e1c v\u00e0 truy\u1ec1n t\u1ea3i th\u00f4ng tin tr\u1edf n\u00ean d\u1ec5 d\u00e0ng, h\u1ea5p d\u1eabn v\u00e0 c\u00e1 nh\u00e2n h\u01a1n.<\/p><p>H\u00e3y c\u00f9ng t\u00ecm hi\u1ec3u v\u1ec1 c\u00e1c xu h\u01b0\u1edbng m\u1edbi trong c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i:<\/p><h3><span class=\"ez-toc-section\" id=\"31_Voice_Cloning_Singing_Text_to_Speech_Voice_Cloning\"><\/span>3.1 Voice Cloning, Singing Text to Speech Voice Cloning<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Voice Cloning &#8211; Nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i hay Singing Text to Speech Voice Cloning &#8211; Nh\u00e2n b\u1ea3n gi\u1ecdng h\u00e1t l\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n, m\u1ea1ng th\u1ea7n kinh (Neural Network) v\u00e0 k\u1ef9 thu\u1eadt h\u1ecdc s\u00e2u (Deep Learning) \u0111\u1ec3 t\u00e1i t\u1ea1o ho\u1eb7c b\u1eaft ch\u01b0\u1edbc gi\u1ecdng n\u00f3i c\u1ee7a m\u1ed9t ng\u01b0\u1eddi. Vi\u1ec7c nh\u00e2n b\u1ea3n cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u1ea1o c\u00e1c m\u00f4 h\u00ecnh b\u1eb1ng gi\u1ecdng n\u00f3i c\u1ee7a b\u1ea5t k\u1ef3 ai theo th\u1eddi gian th\u1ef1c. <a href=\"https:\/\/vbee.vn\/blog\/voice-cloning\/phan-mem-nhan-ban-giong-noi\/\">Ph\u1ea7n m\u1ec1m nh\u00e2n b\u1ea3n gi\u1ecdng \u0111\u1ecdc<\/a> t\u1ea1o ra gi\u1ecdng n\u00f3i m\u00e0 kh\u00f4ng c\u1ea7n thu \u00e2m, mang l\u1ea1i tr\u1ea3i nghi\u1ec7m c\u00e1 nh\u00e2n h\u00f3a cho ng\u01b0\u1eddi nghe v\u00e0 t\u1ea1o n\u1ed9i dung \u0111\u1ed9c \u0111\u00e1o.<\/p><p style=\"text-align: center;\"><button translate=\"no\" class=\"btg-button btg-button-2\" data-btnid=\"2\" id=\"VN_POSTCTA\" data-url=\"https:\/\/vbee.vn\/register?utm_source=BL&amp;utm_medium=REF&amp;utm_term=ID2&amp;utm_campaign=INT_UNK_CTA_UNK_UNK_A_VN_S_UNK_UNK\" data-action=\"link\" data-target=\"_self\">D\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<span class=\" btg-icon \"><\/span><\/button><figure id=\"attachment_17143\" aria-describedby=\"caption-attachment-17143\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17143 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/voice-cloning-singing-text-to-speech-voice-cloning.webp\" alt=\"Voice Cloning - nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i cho ph\u00e9p t\u1ea1o ra gi\u1ecdng n\u00f3i c\u1ee7a b\u1ea5t k\u1ef3 ai.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/voice-cloning-singing-text-to-speech-voice-cloning.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/voice-cloning-singing-text-to-speech-voice-cloning-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17143\" class=\"wp-caption-text\">Voice Cloning &#8211; nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i cho ph\u00e9p t\u1ea1o ra gi\u1ecdng n\u00f3i c\u1ee7a b\u1ea5t k\u1ef3 ai. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"32_Dubbing\"><\/span>3.2 Dubbing<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Dubbing &#8211; \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u1ea1o ra b\u1ea3n <a href=\"https:\/\/vbee.vn\/ai-dubbing\">l\u1ed3ng ti\u1ebfng AI<\/a> ch\u1ea5t l\u01b0\u1ee3ng cao b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau. C\u00f4ng ngh\u1ec7 Text to Speech v\u00e0 <a href=\"https:\/\/vbee.vn\/blog\/ai\/giong-noi-tri-tue-nhan-tao\/\">gi\u1ecdng n\u00f3i AI<\/a> \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 chuy\u1ec3n v\u0103n b\u1ea3n ng\u00f4n ng\u1eef g\u1ed1c sang c\u00e1c \u0111o\u1ea1n l\u1ed3ng ti\u1ebfng ng\u00f4n ng\u1eef kh\u00e1c nhau. V\u00ed d\u1ee5: m\u1ed9t video ti\u1ebfng Anh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c l\u1ed3ng ti\u1ebfng sang ti\u1ebfng Hindi ho\u1eb7c b\u1ea5t k\u1ef3 ng\u00f4n ng\u1eef n\u01b0\u1edbc ngo\u00e0i n\u00e0o kh\u00e1c, n\u00e2ng cao tr\u1ea3i nghi\u1ec7m xem cho kh\u00e1n gi\u1ea3 kh\u00f4ng n\u00f3i ti\u1ebfng Anh.<\/p><p><a href=\"https:\/\/vbee.vn\/blog\/long-tieng-ai\/\">C\u00f4ng ngh\u1ec7 l\u1ed3ng ti\u1ebfng b\u1eb1ng AI<\/a> \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a ng\u00e0nh l\u1ed3ng ti\u1ebfng truy\u1ec1n th\u1ed1ng, gi\u00fap n\u1ed9i dung \u0111\u01b0\u1ee3c b\u1ea3n \u0111\u1ecba h\u00f3a d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n v\u00e0 gi\u00e1 c\u1ea3 ph\u1ea3i ch\u0103ng h\u01a1n. \u0110\u1ed3ng th\u1eddi c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m xem cho kh\u00e1n gi\u1ea3 tr\u00ean to\u00e0n th\u1ebf gi\u1edbi.<\/p><figure id=\"attachment_17145\" aria-describedby=\"caption-attachment-17145\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17145 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/dubbing.webp\" alt=\"T\u1ea1o l\u1ed3ng ti\u1ebfng ch\u1ea5t l\u01b0\u1ee3ng cao b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau v\u1edbi c\u00f4ng ngh\u1ec7 Dubbing.\" width=\"768\" height=\"465\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/dubbing.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/dubbing-300x182.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17145\" class=\"wp-caption-text\">T\u1ea1o l\u1ed3ng ti\u1ebfng ch\u1ea5t l\u01b0\u1ee3ng cao b\u1eb1ng c\u00e1c ng\u00f4n ng\u1eef kh\u00e1c nhau v\u1edbi c\u00f4ng ngh\u1ec7 Dubbing. (Ngu\u1ed3n: vidnoz.com)<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"33_Voice_Conversion\"><\/span>3.3 Voice Conversion<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Voice Conversion &#8211; Chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i cho ph\u00e9p b\u1ea1n chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i c\u1ee7a m\u1ed9t ng\u01b0\u1eddi th\u00e0nh gi\u1ecdng n\u00f3i c\u1ee7a ng\u01b0\u1eddi kh\u00e1c. C\u00f4ng ngh\u1ec7 n\u00e0y s\u1eed d\u1ee5ng quy tr\u00ecnh sao ch\u00e9p gi\u1ecdng n\u00f3i \u0111\u1ec3 m\u00e3 h\u00f3a gi\u1ecdng n\u00f3i m\u1ee5c ti\u00eau (gi\u1ecdng n\u00f3i g\u1ed1c ch\u00fang ta s\u1eed d\u1ee5ng \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i) v\u00e0 t\u1ea1o ra gi\u1ecdng n\u00f3i t\u01b0\u01a1ng \u1ee9ng nh\u01b0ng v\u1eabn gi\u1eef nguy\u00ean ng\u1eef \u0111i\u1ec7u ban \u0111\u1ea7u. C\u00f4ng ngh\u1ec7 chuy\u1ec3n \u0111\u1ed5i gi\u1ecdng n\u00f3i ch\u1ea5t l\u01b0\u1ee3ng cao c\u00f3 kh\u1ea3 n\u0103ng c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1ch th\u1ee9c s\u1ea3n xu\u1ea5t, ph\u00e2n ph\u1ed1i v\u00e0 t\u01b0\u01a1ng t\u00e1c n\u1ed9i dung trong nhi\u1ec1u l\u0129nh v\u1ef1c.<\/p><figure id=\"attachment_17144\" aria-describedby=\"caption-attachment-17144\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-17144 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/voice-conversion.webp\" alt=\"Voice Conversion chuy\u1ec3n \u0111\u1ed5i d\u1ec5 d\u00e0ng gi\u1ecdng n\u00f3i c\u1ee7a m\u1ed9t ng\u01b0\u1eddi th\u00e0nh ng\u01b0\u1eddi kh\u00e1c. \" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/voice-conversion.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/06\/voice-conversion-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-17144\" class=\"wp-caption-text\">Voice Conversion chuy\u1ec3n \u0111\u1ed5i d\u1ec5 d\u00e0ng gi\u1ecdng n\u00f3i c\u1ee7a m\u1ed9t ng\u01b0\u1eddi th\u00e0nh ng\u01b0\u1eddi kh\u00e1c. (Ngu\u1ed3n: freepik.com)<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"4_Mot_so_cau_hoi_thuong_gap_ve_lich_su_phat_trien_cua_cong_nghe_TTS\"><\/span>4. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 l\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 TTS<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"41_Cong_nghe_chuyen_van_ban_thanh_giong_noi_Text_to_Speech_bat_dau_tu_khi_nao\"><\/span>4.1 C\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i (Text to Speech) b\u1eaft \u0111\u1ea7u t\u1eeb khi n\u00e0o?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>C\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i b\u1eaft ngu\u1ed3n t\u1eeb th\u1ebf k\u1ef7 18 v\u1edbi nh\u1eefng m\u00e1y m\u00f3c c\u01a1 h\u1ecdc \u0111\u01a1n gi\u1ea3n m\u00f4 ph\u1ecfng gi\u1ecdng n\u00f3i. Tuy nhi\u00ean, b\u01b0\u1edbc ti\u1ebfn l\u1edbn \u0111\u1ea7u ti\u00ean trong t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i b\u1eb1ng m\u00e1y t\u00ednh b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng n\u0103m 1950 v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i \u0111\u1ea7u ti\u00ean s\u1eed d\u1ee5ng m\u00e1y t\u00ednh l\u1edbn.<\/p><h3><span class=\"ez-toc-section\" id=\"42_Ai_la_nguoi_tien_phong_trong_viec_tong_hop_giong_noi_bang_may_tinh\"><\/span>4.2 Ai l\u00e0 ng\u01b0\u1eddi ti\u00ean phong trong vi\u1ec7c t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i b\u1eb1ng m\u00e1y t\u00ednh?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>John Larry Kelly, Jr v\u00e0 Louis Gerstman t\u1ea1i Bell Labs \u0111\u01b0\u1ee3c xem l\u00e0 nh\u1eefng nh\u00e0 ti\u00ean phong v\u1edbi h\u1ec7 th\u1ed1ng t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i b\u1eb1ng m\u00e1y t\u00ednh IBM 704 v\u00e0o n\u0103m 1961. H\u1ecd \u0111\u00e3 t\u1ea1o ra phi\u00ean b\u1ea3n gi\u1ecdng h\u00e1t n\u1ed5i ti\u1ebfng \u201cDaisy Bell\u201d.<\/p><h3><span class=\"ez-toc-section\" id=\"43_Cong_nghe_Text_to_Speech_phat_trien_nhu_the_nao_trong_giai_doan_1970_%E2%80%93_2010\"><\/span>4.3 C\u00f4ng ngh\u1ec7 Text to Speech ph\u00e1t tri\u1ec3n nh\u01b0 th\u1ebf n\u00e0o trong giai \u0111o\u1ea1n 1970 \u2013 2010?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Trong giai \u0111o\u1ea1n n\u00e0y, nhi\u1ec1u ph\u01b0\u01a1ng ph\u00e1p m\u00e3 h\u00f3a gi\u1ecdng n\u00f3i m\u1edbi ra \u0111\u1eddi, c\u00f9ng v\u1edbi s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb c\u1ea7m tay, \u0111\u1ed3 ch\u01a1i t\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i v\u00e0 ph\u1ea7n m\u1ec1m \u0111\u1ecdc m\u00e0n h\u00ecnh nh\u01b0 Microsoft Narrator. Gi\u1ecdng n\u00f3i t\u1ed5ng h\u1ee3p d\u1ea7n tr\u1edf n\u00ean t\u1ef1 nhi\u00ean h\u01a1n, nh\u01b0ng v\u1eabn c\u00f2n h\u1ea1n ch\u1ebf v\u1ec1 c\u1ea3m x\u00fac v\u00e0 ng\u1eef \u0111i\u1ec7u.<\/p><h3><span class=\"ez-toc-section\" id=\"44_AI_va_mang_no-ron_sau_DNN_da_thay_doi_cong_nghe_TTS_ra_sao_tu_nam_2010_den_nay\"><\/span>4.4 AI v\u00e0 m\u1ea1ng n\u01a1-ron s\u00e2u (DNN) \u0111\u00e3 thay \u0111\u1ed5i c\u00f4ng ngh\u1ec7 TTS ra sao t\u1eeb n\u0103m 2010 \u0111\u1ebfn nay?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>T\u1eeb n\u0103m 2010, AI v\u00e0 c\u00e1c m\u00f4 h\u00ecnh Deep Neural Networks gi\u00fap m\u00f4 ph\u1ecfng ch\u00ednh x\u00e1c c\u00e1ch ph\u00e1t \u00e2m, ng\u1eef \u0111i\u1ec7u v\u00e0 c\u1ea3m x\u00fac c\u1ee7a con ng\u01b0\u1eddi. Gi\u1ecdng n\u00f3i t\u1ed5ng h\u1ee3p nh\u1edd \u0111\u00f3 tr\u1edf n\u00ean t\u1ef1 nhi\u00ean, m\u01b0\u1ee3t m\u00e0 v\u00e0 \u0111a d\u1ea1ng h\u01a1n r\u1ea5t nhi\u1ec1u, \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong tr\u1ee3 l\u00fd \u1ea3o, d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng, gi\u1ea3i tr\u00ed v\u00e0 gi\u00e1o d\u1ee5c.<\/p><p>Text to Speech \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng v\u1edbi nh\u1eefng ti\u1ebfn b\u1ed9 m\u1edbi trong c\u00f4ng ngh\u1ec7 gi\u00fap t\u1ea1o ra nh\u1eefng l\u1eddi n\u00f3i t\u1ef1 nhi\u00ean gi\u00e0u c\u1ea3m x\u00fac. Nh\u1eefng ti\u1ebfn b\u1ed9 n\u00e0y mang \u0111\u1ebfn c\u01a1 h\u1ed9i m\u1edbi v\u1ec1 kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn v\u00e0 s\u00e1ng t\u1ea1o n\u1ed9i dung kh\u00f4ng gi\u1edbi h\u1ea1n cho c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t, doanh nghi\u1ec7p v\u00e0 c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u00ean to\u00e0n th\u1ebf gi\u1edbi.\u00a0<\/p>","protected":false},"excerpt":{"rendered":"<p>L\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 Text to Speech b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng n\u0103m 1700 v\u00e0 \u0111\u00e3 tr\u1ea3i qua nhi\u1ec1u b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd t\u00ecm hi\u1ec3u v\u1ec1 ngu\u1ed3n g\u1ed1c v\u00e0 c\u00e1c giai \u0111o\u1ea1n h\u00ecnh th\u00e0nh c\u1ee7a c\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i.1. Ngu\u1ed3n g\u1ed1c c\u1ee7a c\u00f4ng ngh\u1ec7 Text&#8230;<\/p>\n","protected":false},"author":12,"featured_media":17155,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[216],"tags":[],"class_list":["post-17124","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-chuyen-van-ban-thanh-giong-noi"],"_links":{"self":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/17124","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/comments?post=17124"}],"version-history":[{"count":13,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/17124\/revisions"}],"predecessor-version":[{"id":26614,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/17124\/revisions\/26614"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media\/17155"}],"wp:attachment":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media?parent=17124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/categories?post=17124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/tags?post=17124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}