{"id":5731,"date":"2024-05-16T08:00:38","date_gmt":"2024-05-16T01:00:38","guid":{"rendered":"https:\/\/blogs.vbee.vn\/?p=5731"},"modified":"2024-11-22T11:27:20","modified_gmt":"2024-11-22T04:27:20","slug":"cong-nghe-tieng-noi","status":"publish","type":"post","link":"https:\/\/vbee.vn\/blog\/news\/cong-nghe-tieng-noi\/","title":{"rendered":"C\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i Vi\u1ec7t v\u1edbi kh\u1edfi nghi\u1ec7p Vbee v\u00e0 Qu\u1ef9 t\u00e0i tr\u1ee3 Vingroup"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter 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\/news\/cong-nghe-tieng-noi\/#Vbee_Cong_ty_khoi_nghiep_tien_phong_trong_cong_nghe_tieng_noi_tieng_Viet\" >Vbee: C\u00f4ng ty kh\u1edfi nghi\u1ec7p ti\u00ean phong trong c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t<\/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\/news\/cong-nghe-tieng-noi\/#Nghien_cuu_phat_trien_va_hoan_thien_cong_nghe_loi\" >Nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 ho\u00e0n thi\u1ec7n c\u00f4ng ngh\u1ec7 l\u00f5i<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vbee.vn\/blog\/news\/cong-nghe-tieng-noi\/#Phat_trien_dong_goi_san_pham_va_chiem_linh_thi_truong\" >Ph\u00e1t tri\u1ec3n, \u0111\u00f3ng g\u00f3i s\u1ea3n ph\u1ea9m v\u00e0 chi\u1ebfm l\u0129nh th\u1ecb tr\u01b0\u1eddng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/vbee.vn\/blog\/news\/cong-nghe-tieng-noi\/#Gop_phan_phat_trien_cong_dong_nghien_cuu_ve_cong_nghe_tieng_noi_tai_Viet_Nam\" >G\u00f3p ph\u1ea7n ph\u00e1t tri\u1ec3n c\u1ed9ng \u0111\u1ed3ng nghi\u00ean c\u1ee9u v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i t\u1ea1i Vi\u1ec7t Nam<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/vbee.vn\/blog\/news\/cong-nghe-tieng-noi\/#He_sinh_thai_cong_nghe_tieng_noi_tieng_Viet_cua_Vbee\" >H\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t c\u1ee7a Vbee<\/a><\/li><\/ul><\/nav><\/div><p><strong>Trong v\u00e0i ch\u1ee5c n\u0103m g\u1ea7n \u0111\u00e2y, c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i \u0111\u00e3 thu h\u00fat \u0111\u01b0\u1ee3c s\u1ef1 quan t\u00e2m c\u1ee7a r\u1ea5t nhi\u1ec1u nh\u00e0 khoa h\u1ecdc, nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 doanh nghi\u1ec7p l\u1edbn tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. M\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng quan tr\u1ecdng nh\u1ea5t c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 h\u1ec7 th\u1ed1ng h\u1ed9i tho\u1ea1i ti\u1ebfng n\u00f3i gi\u00fap cho con ng\u01b0\u1eddi c\u00f3 th\u1ec3 giao ti\u1ebfp v\u1edbi m\u00e1y t\u00ednh th\u00f4ng qua ti\u1ebfng n\u00f3i t\u1ef1 nhi\u00ean. Ch\u1eb3ng h\u1ea1n nh\u01b0, ch\u00fang ta c\u00f3 th\u1ec3 tra c\u1ee9u, h\u1ecfi \u0111\u00e1p hay th\u1ef1c hi\u1ec7n giao d\u1ecbch b\u1eb1ng ch\u00ednh gi\u1ecdng n\u00f3i c\u1ee7a m\u00ecnh.<\/strong><\/p><p>C\u00e1c <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/tro-ly-ao-la-gi\/\">tr\u1ee3 l\u00fd \u1ea3o<\/a> n\u1ed5i ti\u1ebfng tr\u00ean th\u1ebf gi\u1edbi nh\u01b0 Apple Siri, <a href=\"https:\/\/vbee.vn\/blog\/google\/google-assistant\/\">Google Assistant<\/a>, Amazon Alexa l\u00e0 nh\u1eefng v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh cho h\u1ec7 th\u1ed1ng h\u1ed9i tho\u1ea1i ti\u1ebfng n\u00f3i n\u00e0y. C\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i c\u0169ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng b\u00e1o c\u00f4ng c\u1ed9ng, trong ng\u00e0nh gi\u00e1o d\u1ee5c, <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/linh-vuc\/y-te\/\">y t\u1ebf<\/a>, gi\u1ea3i tr\u00ed\u2026 C\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i c\u00f2n gi\u00fap \u00edch cho nhi\u1ec1u ng\u01b0\u1eddi khuy\u1ebft t\u1eadt, nh\u01b0 h\u1ed7 tr\u1ee3 giao ti\u1ebfp cho nh\u1eefng ng\u01b0\u1eddi b\u1ecb r\u1ed1i lo\u1ea1n kh\u1ea3 n\u0103ng n\u00f3i, hay gi\u00fap ng\u01b0\u1eddi khi\u1ebfm th\u1ecb s\u1eed d\u1ee5ng c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 v\u00e0 \u0111\u1eb7c bi\u1ec7t gi\u00fap h\u1ecd c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn v\u1edbi kho tri th\u1ee9c kh\u1ed5ng l\u1ed3 c\u1ee7a nh\u00e2n lo\u1ea1i c\u00f9ng ng\u00f4n ng\u1eef v\u1edbi ng\u01b0\u1eddi m\u1eaft s\u00e1ng.<\/p><p style=\"text-align: center;\"><iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/l_ZW_CuTMfQ?si=qtHv9vCD7DEDwNXc\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p><p style=\"text-align: center;\"><em><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/vbee.vn\">Vbee<\/a> tr\u1edf th\u00e0nh 1 trong 12 d\u1ef1 \u00e1n \u0111\u1ea7u ti\u00ean tr\u00ean to\u00e0n qu\u1ed1c v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i nh\u1eadn \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3 tr\u1ecb gi\u00e1 10 t\u1ec9 t\u1eeb Qu\u1ef9 VinTech Fund n\u0103m 2019<\/em><\/p><h2><span class=\"ez-toc-section\" id=\"Vbee_Cong_ty_khoi_nghiep_tien_phong_trong_cong_nghe_tieng_noi_tieng_Viet\"><\/span>Vbee: C\u00f4ng ty kh\u1edfi nghi\u1ec7p ti\u00ean phong trong c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t<span class=\"ez-toc-section-end\"><\/span><\/h2><p>T\u1ea1i Vi\u1ec7t Nam, c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/vietnamese-vi\/\">ti\u1ebfng Vi\u1ec7t<\/a> \u0111\u00e3 \u0111\u01b0\u1ee3c nghi\u00ean c\u1ee9u v\u00e0 th\u1eed nghi\u1ec7m t\u1eeb h\u01a1n ch\u1ee5c n\u0103m nay. Tuy nhi\u00ean, c\u00f4ng ngh\u1ec7 n\u00e0y m\u1edbi b\u1eaft \u0111\u1ea7u \u0111\u01b0\u1ee3c t\u1eadp trung nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u01b0a ra th\u1ecb tr\u01b0\u1eddng ch\u1ec9 trong v\u00e0i n\u0103m g\u1ea7n \u0111\u00e2y, \u0111\u1eb7c bi\u1ec7t khi c\u00f3 s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a Vbee, c\u00f4ng ty kh\u1edfi nghi\u1ec7p ti\u00ean phong trong l\u0129nh v\u1ef1c t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t [1].<\/p><p>Vbee l\u00e0 c\u00f4ng ty kh\u1edfi nghi\u1ec7p ch\u00ednh th\u1ee9c th\u00e0nh l\u1eadp t\u1eeb n\u0103m 2018, v\u1edbi nhi\u1ec1u gi\u1ea3i th\u01b0\u1edfng l\u1edbn nh\u01b0 Gi\u1ea3i cao nh\u1ea5t Nh\u00e2n t\u00e0i \u0110\u1ea5t Vi\u1ec7t n\u0103m 2018, Gi\u1ea3i th\u01b0\u1edfng c\u00f4ng ngh\u1ec7 s\u1ed1 Vi\u1ec7t Nam c\u00e1c n\u0103m 2018 v\u00e0 2020, C\u00f4ng ty kh\u1edfi nghi\u1ec7p th\u1eafng cu\u1ed9c t\u1ea1i ch\u01b0\u01a1ng tr\u00ecnh T\u0103ng t\u1ed1c kh\u1edfi nghi\u1ec7p Grab (Grab Ventures Ignite) m\u00f9a 1 n\u0103m 2020&#8230; Vbee c\u0169ng \u0111\u01b0\u1ee3c B\u1ed9 Th\u00f4ng tin v\u00e0 <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/linh-vuc\/truyen-thong\/\">Truy\u1ec1n th\u00f4ng<\/a> l\u1ef1a ch\u1ecdn tr\u1edf th\u00e0nh m\u1ed9t trong hai n\u1ec1n t\u1ea3ng l\u00f5i ti\u00ean phong v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i trong ch\u01b0\u01a1ng tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 qu\u1ed1c gia \u201cMake in Vietnam\u201d.<\/p><figure id=\"attachment_8093\" aria-describedby=\"caption-attachment-8093\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-8093 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5.png\" alt=\"c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i\" width=\"768\" height=\"416\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5.png 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5-300x163.png 300w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5-750x406.png 750w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-8093\" class=\"wp-caption-text\">Vbee AIVoice Studio l\u00e0 m\u1ed9t s\u1ea3n ph\u1ea9m \u0111i\u1ec3n h\u00ecnh c\u1ee7a c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i Vi\u1ec7t.<\/figcaption><\/figure><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><p>N\u0103m 2019, m\u1ed9t c\u1ed9t m\u1ed1c quan tr\u1ecdng c\u1ee7a Vbee ch\u00ednh l\u00e0 tr\u1edf th\u00e0nh m\u1ed9t trong 12 d\u1ef1 \u00e1n \u0111\u1ea7u ti\u00ean v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3 b\u1edfi Qu\u1ef9 nghi\u00ean c\u1ee9u \u1ee9ng d\u1ee5ng VinTech Fund v\u00e0 Qu\u1ef9 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o VinIF thu\u1ed9c t\u1eadp \u0111o\u00e0n Vingroup. Vi\u1ec7c \u0111\u01b0\u1ee3c nh\u1eadn m\u1ee9c t\u00e0i tr\u1ee3 t\u1ed1i \u0111a (10 t\u1ef7 \u0111\u1ed3ng) \u0111\u00e3 mang l\u1ea1i cho Vbee m\u1ed9t c\u01a1 h\u1ed9i l\u1edbn trong vi\u1ec7c nghi\u00ean c\u1ee9u v\u00e0 l\u00e0m ch\u1ee7 c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn hi\u1ec7n \u0111\u1ea1i, t\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n, \u0111\u00f3ng g\u00f3i s\u1ea3n ph\u1ea9m v\u00e0 d\u1ea7n chi\u1ebfm l\u0129nh th\u1ecb tr\u01b0\u1eddng.<\/p><p>Kh\u00f4ng ch\u1ec9 \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i v\u1ec1 m\u1eb7t t\u00e0i ch\u00ednh, b\u00ean c\u1ea1nh nh\u1eefng gi\u1ea3i th\u01b0\u1edfng l\u1edbn kh\u00e1c, v\u1edbi s\u1ef1 c\u00f4ng nh\u1eadn v\u00e0 \u0111\u00e1nh gi\u00e1 c\u00f4ng t\u00e2m t\u1eeb Vingroup, th\u01b0\u01a1ng hi\u1ec7u c\u1ee7a Vbee \u0111\u00e3 \u0111\u01b0\u1ee3c c\u1ee7ng c\u1ed1 v\u00e0 tr\u1edf n\u00ean n\u1ed5i b\u1eadt tr\u00ean th\u1ecb tr\u01b0\u1eddng. Vbee c\u0169ng \u0111\u01b0\u1ee3c tham gia m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p. T\u1ea1i \u0111\u00f3, Vbee c\u00f3 th\u1ec3 giao l\u01b0u, h\u1ecdc t\u1eadp, chia s\u1ebb kinh nghi\u1ec7m v\u00e0 k\u1ebft n\u1ed1i kinh doanh.<\/p><h2><span class=\"ez-toc-section\" id=\"Nghien_cuu_phat_trien_va_hoan_thien_cong_nghe_loi\"><\/span>Nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 ho\u00e0n thi\u1ec7n c\u00f4ng ngh\u1ec7 l\u00f5i<span class=\"ez-toc-section-end\"><\/span><\/h2><p>M\u1ed9t trong nh\u1eefng th\u00e0nh qu\u1ea3 quan tr\u1ecdng nh\u1ea5t c\u1ee7a d\u1ef1 \u00e1n Vbee v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i khi \u0111\u01b0\u1ee3c Vingroup t\u00e0i tr\u1ee3 l\u00e0 \u0111\u01b0\u1ee3c cung c\u1ea5p \u0111\u1ee7 kinh ph\u00ed \u0111\u1ec3 nghi\u00ean c\u1ee9u v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1c m\u00f4 h\u00ecnh, c\u00f4ng ngh\u1ec7 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t ti\u00ean ti\u1ebfn, hi\u1ec7n \u0111\u1ea1i v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng trong th\u1ef1c ti\u1ec5n. \u0110i\u1ec1u n\u00e0y l\u00e0 m\u1ed9t y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n v\u1edbi b\u1ea5t k\u1ef3 m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f4ng ngh\u1ec7 n\u00e0o khi c\u00f3 th\u1ec3 ho\u00e0n to\u00e0n t\u1eadp trung v\u00e0o ho\u00e0n thi\u1ec7n c\u00f4ng ngh\u1ec7 l\u00f5i. T\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 c\u1ea1nh tranh \u0111\u01b0\u1ee3c v\u1edbi m\u1ed9t s\u1ed1 \u0111\u1ed1i th\u1ee7 \u0111ang d\u1ea7n xu\u1ea5t hi\u1ec7n tr\u00ean th\u1ecb tr\u01b0\u1eddng. Vbee \u0111\u00e3 nghi\u00ean c\u1ee9u, \u0111\u1ec1 xu\u1ea5t, th\u1ef1c hi\u1ec7n hu\u1ea5n luy\u1ec7n v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c m\u00f4 h\u00ecnh <a href=\"https:\/\/vbee.vn\/blog\/ai\/deep-learning\/\">h\u1ecdc s\u00e2u<\/a> m\u1edbi nh\u1ea5t, hi\u1ec7n \u0111\u1ea1i nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi cho c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i Vi\u1ec7t. C\u00e1c nghi\u00ean c\u1ee9u v\u00e0 th\u1ef1c nghi\u1ec7m c\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh nhanh ch\u00f3ng tr\u00ean c\u00e1c m\u00e1y ch\u1ee7 GPU [2] m\u1ea1nh v\u00e0 chuy\u00ean d\u1ee5ng.<\/p><p style=\"text-align: center;\"><iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/APMui9eD-nA?si=FUGKRI0ZvWMcIYly\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p><p style=\"text-align: center;\">Video gi\u1edbi thi\u1ec7u v\u1ec1 version m\u1edbi Vbee <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/vbee.vn\">Text to Speech<\/a> v3<\/p><p>Trong khu\u00f4n kh\u1ed5 c\u1ee7a d\u1ef1 \u00e1n, c\u00e1c b\u1ed9 ng\u1eef li\u1ec7u bao g\u1ed3m s\u00e1u gi\u1ecdng n\u00f3i nam n\u1eef thu\u1ed9c ba mi\u1ec1n B\u1eafc Trung Nam \u0111\u00e3 \u0111\u01b0\u1ee3c thu \u00e2m, ti\u1ec1n x\u1eed l\u00fd v\u00e0 hu\u1ea5n luy\u1ec7n tr\u00ean c\u00e1c c\u00f4ng ngh\u1ec7, m\u00f4 h\u00ecnh Vbee \u0111\u1ec1 xu\u1ea5t. K\u1ebft qu\u1ea3 th\u00ed nghi\u1ec7m c\u1ea3m th\u1ee5 MOS [3] cho th\u1ea5y ch\u1ea5t l\u01b0\u1ee3ng ti\u1ebfng n\u00f3i nh\u00e2n t\u1ea1o \u0111\u00e3 \u0111\u1ea1t \u0111\u1ed9 t\u1ef1 nhi\u00ean t\u1eeb 91% \u0111\u1ebfn 95% so v\u1edbi ti\u1ebfng n\u00f3i t\u1ef1 nhi\u00ean c\u1ee7a con ng\u01b0\u1eddi tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c gi\u1ecdng ba mi\u1ec1n.<\/p><p>Hi\u0300nh d\u01b0\u1edbi minh ho\u1ea1 s\u1ef1 ti\u1ebfn tri\u1ec3n c\u1ee7a ch\u1ea5t l\u01b0\u1ee3ng ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t nh\u00e2n t\u1ea1o so v\u1edbi ti\u1ebfng n\u00f3i t\u1ef1 nhi\u00ean khi s\u1eed d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i ti\u00ean ti\u1ebfn tr\u00ean th\u1ebf gi\u1edbi v\u00e0 m\u00f4 h\u00ecnh ng\u1eef \u0111i\u1ec7u \u0111\u1ec1 xu\u1ea5t cho ti\u1ebfng Vi\u1ec7t. Vi\u1ec7c \u0111\u01b0a th\u00eam m\u00f4 h\u00ecnh ng\u1eef \u0111i\u1ec7u ri\u00eang cho ti\u1ebfng Vi\u1ec7t \u0111\u00e3 gi\u00fap t\u0103ng t\u1eeb 5% \u0111\u1ebfn 8% ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a ti\u1ebfng n\u00f3i t\u1ed5ng h\u1ee3p so v\u1edbi ti\u1ebfng n\u00f3i t\u1ef1 nhi\u00ean. Nghi\u00ean c\u1ee9u n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n v\u00e0 c\u00f4ng b\u1ed1 t\u1ea1i h\u1ed9i ngh\u1ecb h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi (Rank A) v\u1ec1 ti\u1ebfng n\u00f3i Interspeech 2021 t\u1ea1i C\u1ed9ng ho\u00e0 S\u00e9c.<\/p><figure id=\"attachment_8090\" aria-describedby=\"caption-attachment-8090\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-8090 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-3.jpg\" alt=\"c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i\" width=\"768\" height=\"455\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-3.jpg 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-3-300x178.jpg 300w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-3-750x444.jpg 750w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-8090\" class=\"wp-caption-text\">S\u01a1 \u0111\u1ed3 gi\u00fap ch\u00fang ta th\u1ea5y \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 th\u00ed nghi\u1ec7m ch\u1ea5t l\u01b0\u1ee3ng ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i hi\u1ec7n \u0111\u1ea1i.<\/figcaption><\/figure><p>K\u1ebft qu\u1ea3 th\u00ed nghi\u1ec7m c\u1ea3m th\u1ee5 ch\u1ea5t l\u01b0\u1ee3ng ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i hi\u1ec7n \u0111\u1ea1i (HMM: Hidden Markov Model, DNN: Deep Neural Network, E2E: End-to-end, Natural: Ti\u1ebfng n\u00f3i t\u1ef1 nhi\u00ean) v\u00e0 m\u00f4 h\u00ecnh ho\u00e1 ng\u1eef \u0111i\u1ec7u ti\u1ebfng Vi\u1ec7t \u0111\u1ec1 xu\u1ea5t (Prosody).<\/p><p>M\u1ed9t trong nh\u1eefng m\u1ee5c ti\u00eau quan tr\u1ecdng c\u1ee7a Qu\u1ef9 Vingroup l\u00e0 n\u00e2ng cao t\u00ednh kh\u1ea3 thi c\u1ee7a c\u00e1c nghi\u00ean c\u1ee9u c\u0169ng nh\u01b0 \u0111\u01b0a \u0111\u01b0\u1ee3c c\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00f3 \u1ee9ng d\u1ee5ng v\u00e0o th\u1ef1c ti\u1ec5n. Ch\u00ednh v\u00ec v\u1eady, trong qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n, Vbee \u0111\u00e3 gi\u1ea3i quy\u1ebft v\u00e0 x\u1eed l\u00fd c\u00e1c <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/thach-thuc-han-che\/\">th\u00e1ch th\u1ee9c<\/a> trong vi\u1ec7c \u0111\u00f3ng g\u00f3i, tri\u1ec3n khai nh\u1eefng k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u ra th\u1ecb tr\u01b0\u1eddng, bao g\u1ed3m: (i) x\u1eed l\u00fd ph\u00e2n t\u00e1n v\u00e0 song song \u0111\u1ec3 gi\u1ea3m th\u1eddi gian ph\u1ea3n h\u1ed3i cho m\u1ed9t y\u00eau c\u1ea7u, (ii) \u0111\u1ec1 xu\u1ea5t v\u00e0 tri\u1ec3n khai gi\u1ea3i ph\u00e1p ph\u00e2n t\u1ea3i nh\u1eb1m ph\u1ee5c v\u1ee5 \u0111\u01b0\u1ee3c s\u1ed1 l\u01b0\u1ee3ng l\u1edbn ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi v\u1edbi kh\u1ea3 n\u0103ng scale t\u1ef1 \u0111\u1ed9ng kh\u00f4ng gi\u1edbi h\u1ea1n theo nhu c\u1ea7u trong th\u1ef1c t\u1ebf; (iii) \u0111\u1ea3m b\u1ea3o c\u00e1c y\u1ebfu t\u1ed1 b\u1ea3o m\u1eadt cho c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ean Cloud; v\u00e0 (iv) \u0111\u00f3ng g\u00f3i m\u00e3 ngu\u1ed3n khi tri\u1ec3n khai on-premise.<\/p><p>Th\u1ef1c t\u1ebf cho th\u1ea5y c\u00e1c c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i hi\u1ec7n \u0111\u1ea1i c\u00f3 \u0111\u1ed9 ph\u1ee9c t\u1ea1p cao v\u00e0 th\u1eddi gian t\u00ednh to\u00e1n l\u00e2u, r\u1ea5t kh\u00f3 \u0111\u1ec3 c\u00f3 th\u1ec3 \u0111\u01b0a ra s\u1eed d\u1ee5ng hay \u1ee9ng d\u1ee5ng v\u00e0o c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u00f2i h\u1ecfi x\u1eed l\u00fd theo th\u1eddi gian th\u1ef1c. V\u00ec v\u1eady, Vbee \u0111\u00e3 nghi\u00ean c\u1ee9u v\u00e0 \u0111\u1ec1 xu\u1ea5t gi\u1ea3i ph\u00e1p x\u1eed l\u00fd song song v\u00e0 ph\u00e2n t\u00e1n cho m\u1ed9t y\u00eau c\u1ea7u nh\u1eb1m r\u00fat ng\u1eafn th\u1eddi gian x\u1eed l\u00fd, gi\u00fap c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng th\u1eddi gian th\u1ef1c.<\/p><p>D\u1ecbch v\u1ee5 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i c\u1ee7a Vbee \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u00e0 tri\u1ec3n khai tr\u00ean cloud ho\u1eb7c on-premise, \u0111\u1ea3m b\u1ea3o h\u00e0ng tr\u0103m y\u00eau c\u1ea7u b\u1ea3o m\u1eadt khi tri\u1ec3n khai cho c\u00e1c doanh nghi\u1ec7p l\u1edbn, v\u1edbi kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng scale kh\u00f4ng gi\u1edbi h\u1ea1n theo nhu c\u1ea7u th\u1ef1c t\u1ebf. T\u1ea5t c\u1ea3 nh\u1eefng th\u00e1ch th\u1ee9c m\u00e0 Vbee \u0111\u00e3 gi\u1ea3i quy\u1ebft n\u00eau tr\u00ean l\u00e0 nh\u1eefng y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 gi\u00fap Vbee \u0111\u01b0a \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u v\u00e0o th\u1ef1c ti\u1ec5n s\u1eed d\u1ee5ng cho c\u00e1c doanh nghi\u1ec7p l\u1edbn c\u0169ng nh\u01b0 ph\u1ee5c v\u1ee5 \u0111\u01b0\u1ee3c m\u1ed9t l\u01b0\u1ee3ng l\u1edbn kh\u00e1ch h\u00e0ng.<\/p><h2><span class=\"ez-toc-section\" id=\"Phat_trien_dong_goi_san_pham_va_chiem_linh_thi_truong\"><\/span>Ph\u00e1t tri\u1ec3n, \u0111\u00f3ng g\u00f3i s\u1ea3n ph\u1ea9m v\u00e0 chi\u1ebfm l\u0129nh th\u1ecb tr\u01b0\u1eddng<span class=\"ez-toc-section-end\"><\/span><\/h2><p>Vi\u1ec7c ho\u00e0n thi\u1ec7n v\u00e0 \u0111\u00f3ng g\u00f3i c\u00f4ng ngh\u1ec7 l\u00f5i \u0111\u1ea3m b\u1ea3o c\u00e1c y\u1ebfu t\u1ed1 b\u1ea3o m\u1eadt, th\u1eddi gian \u0111\u00e1p \u1ee9ng hay s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi gi\u00fap Vbee c\u00f3 th\u1ec3 cung c\u1ea5p d\u1ecbch v\u1ee5 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i cho ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i \u0111\u1ec3 t\u1ea1o <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/cach-san-xuat-noi-dung-so\/\">n\u1ed9i dung s\u1ed1<\/a> nh\u01b0 s\u1ea3n xu\u1ea5t s\u00e1ch n\u00f3i, t\u1ea1o clip t\u1ef1 \u0111\u1ed9ng, review phim\u2026 Tuy nhi\u00ean, \u0111\u1ec3 c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn \u0111\u01b0\u1ee3c v\u1edbi c\u00e1c doanh nghi\u1ec7p l\u1edbn, vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m c\u00f3 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 l\u00f5i l\u00e0 m\u1ed9t nhi\u1ec7m v\u1ee5 thi\u1ebft y\u1ebfu v\u1edbi c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f4ng ngh\u1ec7 nh\u1eb1m tr\u1ef1c ti\u1ebfp gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 trong th\u1ef1c ti\u1ec5n.<\/p><p>Ch\u00ednh v\u00ec v\u1eady, Vbee, v\u1edbi s\u1ef1 t\u00e0i tr\u1ee3 c\u1ee7a Vingroup, \u0111\u00e3 nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng t\u1ed5ng \u0111\u00e0i nh\u00e2n t\u1ea1o AICC (<a href=\"https:\/\/vbee.ai\/aicall\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/vbee.ai\/aicall<\/a>). H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 kh\u1ea3 n\u0103ng thay th\u1ebf nh\u00e2n vi\u00ean t\u1ed5ng \u0111\u00e0i th\u1ef1c hi\u1ec7n m\u1ed9t s\u1ed1 nghi\u1ec7p v\u1ee5 nh\u01b0 <a href=\"https:\/\/vbee.vn\/blog\/usecase\/ai-trong-cham-soc-khach-hang\/\">ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng<\/a> t\u1ef1 \u0111\u1ed9ng, x\u00e1c nh\u1eadn \u0111\u01a1n h\u00e0ng v\u00e0 b\u00e1n h\u00e0ng t\u1ef1 \u0111\u1ed9ng. AICC cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 thi\u1ebft k\u1ebf v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c chi\u1ebfn d\u1ecbch g\u1ecdi t\u1ef1 \u0111\u1ed9ng v\u1edbi n\u1ed9i dung c\u00e1 nh\u00e2n ho\u00e1 cho t\u1eebng kh\u00e1ch h\u00e0ng. C\u00e1c t\u1ed5ng \u0111\u00e0i vi\u00ean \u1ea3o c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c cu\u1ed9c g\u1ecdi v\u00e0o b\u1ea5t k\u1ef3 th\u1eddi \u0111i\u1ec3m n\u00e0o (nh\u01b0 g\u1ecdi \u0111i\u1ec7n c\u1ea3nh b\u00e1o khi c\u00f3 s\u1ef1 c\u1ed1 hay v\u1ea5n \u0111\u1ec1 v\u1edbi t\u00e0i kho\u1ea3n\/ th\u1ebb c\u1ee7a kh\u00e1ch h\u00e0ng trong ng\u00e2n h\u00e0ng), v\u1edbi s\u1ed1 l\u01b0\u1ee3ng cu\u1ed9c g\u1ecdi \u0111\u1ed3ng th\u1eddi kh\u00f4ng gi\u1edbi h\u1ea1n (nh\u01b0 khi c\u1ea7n th\u1ef1c hi\u1ec7n g\u1ecdi ra cho h\u00e0ng ngh\u00ecn kh\u00e1ch h\u00e0ng \u0111\u1ed3ng th\u1eddi).<\/p><p>V\u1edbi c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t ch\u1ea5t l\u01b0\u1ee3ng cao c\u00f9ng h\u1ec7 th\u1ed1ng t\u1ed5ng \u0111\u00e0i nh\u00e2n t\u1ea1o AICC ti\u00ean phong, Vbee hi\u1ec7n \u0111\u00e3 v\u00e0 \u0111ang d\u1eabn \u0111\u1ea7u tr\u00ean th\u1ecb tr\u01b0\u1eddng v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng c\u0169ng nh\u01b0 th\u1ecb tr\u01b0\u1eddng doanh nghi\u1ec7p. Hi\u0300nh 5 minh ho\u1ea1 s\u1ed1 l\u01b0\u1ee3ng cu\u1ed9c g\u1ecdi \u0111\u00e3 th\u1ef1c hi\u1ec7n tr\u00ean t\u1ed5ng \u0111\u00e0i nh\u00e2n t\u1ea1o AICC v\u00e0 s\u1ea3n l\u01b0\u1ee3ng y\u00eau c\u1ea7u d\u1ecbch v\u1ee5 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i TTS c\u1ee7a Vbee t\u1eeb th\u00e1ng 1 \u0111\u1ebfn th\u00e1ng 7 n\u0103m 2021.<\/p><p>Theo \u0111\u00f3, Vbee \u0111\u00e3 v\u00e0 \u0111ang cung c\u1ea5p h\u00e0ng tri\u1ec7u cu\u1ed9c g\u1ecdi t\u1ed5ng \u0111\u00e0i nh\u00e2n t\u1ea1o v\u00e0 y\u00eau c\u1ea7u d\u1ecbch v\u1ee5 TTS m\u1ed7i th\u00e1ng. Kho\u1ea3ng h\u01a1n 600 tri\u1ec7u k\u00fd t\u1ef1 trung b\u00ecnh m\u1ed7i th\u00e1ng \u0111\u00e3 \u0111\u01b0\u1ee3c y\u00eau c\u1ea7u v\u00e0 chuy\u1ec3n \u0111\u1ed5i th\u00e0nh ti\u1ebfng n\u00f3i v\u1edbi c\u00f4ng ngh\u1ec7 TTS c\u1ee7a Vbee, c\u00f3 th\u00e1ng \u0111\u1ea1t m\u1ed1c g\u1ea7n 1 t\u1ec9 k\u00fd t\u1ef1. V\u1edbi h\u01a1n 70.000 ng\u01b0\u1eddi d\u00f9ng v\u00e0 g\u1ea7n 600 doanh nghi\u1ec7p tin d\u00f9ng, Vbee \u0111\u00e3 c\u00f3 b\u01b0\u1edbc chuy\u1ec3n m\u00ecnh nhanh ch\u00f3ng \u0111\u1ec3 tr\u1edf th\u00e0nh d\u1ecbch v\u1ee5 v\u1ec1 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t v\u00e0 t\u1ed5ng \u0111\u00e0i nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nhi\u1ec1u nh\u1ea5t t\u1ea1i Vi\u1ec7t Nam. Th\u00e0nh qu\u1ea3 n\u00e0y c\u00f3 s\u1ef1 g\u00f3p c\u00f4ng r\u1ea5t l\u1edbn c\u1ee7a Vingroup trong vi\u1ec7c t\u00e0i tr\u1ee3 kinh ph\u00ed c\u0169ng nh\u01b0 t\u1ed5 ch\u1ee9c qu\u1ea3n l\u00fd trong su\u1ed1t qu\u00e1 tr\u00ecnh d\u1ef1 \u00e1n di\u1ec5n ra.<\/p><figure id=\"attachment_8091\" aria-describedby=\"caption-attachment-8091\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-8091 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-4.jpg\" alt=\"c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i\" width=\"768\" height=\"458\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-4.jpg 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-4-300x179.jpg 300w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-4-750x447.jpg 750w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-8091\" class=\"wp-caption-text\">S\u1ed1 cu\u1ed9c g\u1ecdi c\u1ee7a t\u1ed5ng \u0111\u00e0i nh\u00e2n t\u1ea1o AICC v\u00e0 s\u1ea3n l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i TTS c\u1ee7a Vbee c\u00f3 nhi\u1ec1u s\u1ef1 thay \u0111\u1ed5i t\u1eeb trong c\u00e1c th\u00e1ng \u0111\u1ea7u n\u0103m 2021.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"Gop_phan_phat_trien_cong_dong_nghien_cuu_ve_cong_nghe_tieng_noi_tai_Viet_Nam\"><\/span>G\u00f3p ph\u1ea7n ph\u00e1t tri\u1ec3n c\u1ed9ng \u0111\u1ed3ng nghi\u00ean c\u1ee9u v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i t\u1ea1i Vi\u1ec7t Nam<span class=\"ez-toc-section-end\"><\/span><\/h2><p>Trong qu\u00e1 tr\u00ecnh th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i, Vbee \u0111\u00e3 k\u1ebft h\u1ee3p ch\u1eb7t ch\u1ebd v\u1edbi Vi\u1ec7n CNTT&amp;TT, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc B\u00e1ch Khoa H\u00e0 N\u1ed9i trong vi\u1ec7c t\u1ea1o m\u00f4i tr\u01b0\u1eddng nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n cho m\u1ed9t s\u1ed1 nh\u00f3m nghi\u00ean c\u1ee9u t\u1ea1i Vi\u1ec7n v\u1ec1 l\u0129nh v\u1ef1c <a href=\"https:\/\/vbee.vn\/blog\/ai\/xu-ly-ngon-ngu-tu-nhien-nlp\/\">x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean<\/a> v\u00e0 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t. M\u1ed9t s\u1ed1 nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 c\u00f3 c\u00f4ng b\u1ed1 t\u1ea1i c\u00e1c h\u1ed9i th\u1ea3o uy t\u00edn trong l\u0129nh v\u1ef1c.<\/p><p>B\u00ean c\u1ea1nh \u0111\u00f3, trong khu\u00f4n kh\u1ed5 d\u1ef1 \u00e1n, Vbee \u0111\u00e3 th\u1ef1c hi\u1ec7n ph\u1ed1i h\u1ee3p v\u00e0 t\u00e0i tr\u1ee3 cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111\u00e0o t\u1ea1o v\u00e0 nghi\u00ean c\u1ee9u c\u1ee7a Vi\u1ec7n nh\u01b0 c\u00e1c gi\u1ea3i th\u01b0\u1edfng \u0111\u1ed3 \u00e1n \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y t\u1ed1t nh\u1ea5t t\u1ea1i c\u00e1c h\u1ed9i \u0111\u1ed3ng b\u1ea3o v\u1ec7 n\u0103m 2020-2021, hay Tr\u01b0\u1eddng h\u00e8 v\u1ec1 Khoa h\u1ecdc d\u1eef li\u1ec7u v\u00e0 <a href=\"https:\/\/vbee.vn\/blog\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> c\u1ee7a Vi\u1ec7n t\u1ed5 ch\u1ee9c tr\u00ean ph\u1ea1m vi to\u00e0n qu\u1ed1c v\u00e0o th\u00e1ng 4 n\u0103m 2021.<\/p><figure id=\"attachment_8094\" aria-describedby=\"caption-attachment-8094\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-8094 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-9.jpg\" alt=\"c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i\" width=\"768\" height=\"463\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-9.jpg 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-9-300x181.jpg 300w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-9-750x452.jpg 750w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-8094\" class=\"wp-caption-text\">Vbee lu\u00f4n n\u1ed7 l\u1ef1c nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i Vi\u1ec7t.<\/figcaption><\/figure><p>Vbee lu\u00f4n hi\u1ec3u r\u00f5 vai tr\u00f2 ti\u00ean phong c\u1ee7a m\u00ecnh trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i t\u1ea1i Vi\u1ec7t Nam. V\u00ec v\u1eady, Vbee lu\u00f4n lu\u00f4n c\u00f3 \u00fd th\u1ee9c v\u00e0 ch\u1ee7 \u0111\u1ed9ng tham gia ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u00f3ng g\u00f3p cho c\u1ed9ng \u0111\u1ed3ng nghi\u00ean c\u1ee9u v\u1ec1 l\u0129nh v\u1ef1c n\u00e0y t\u1ea1i Vi\u1ec7t Nam. C\u1ee5 th\u1ec3, Vbee \u0111\u00e3 k\u1ebft h\u1ee3p v\u1edbi Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc B\u00e1ch Khoa H\u00e0 N\u1ed9i \u0111\u1ee9ng ra t\u1ed5 ch\u1ee9c v\u00e0 t\u00e0i tr\u1ee3 cho c\u00e1c cu\u1ed9c thi c\u1ed9ng \u0111\u1ed3ng v\u1ec1 c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i Vi\u1ec7t t\u1ea1i H\u1ed9i th\u1ea3o qu\u1ed1c t\u1ebf v\u1ec1 x\u1eed l\u00fd ng\u00f4n ng\u1eef v\u00e0 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t VLSP [4] trong su\u1ed1t c\u00e1c n\u0103m 2019, 2020 v\u00e0 c\u00e1c n\u0103m ti\u1ebfp theo.<\/p><p>Trong c\u00e1c cu\u1ed9c thi n\u00e0y, ngo\u00e0i vi\u1ec7c tr\u1ef1c ti\u1ebfp tham gia c\u00e1c ho\u1ea1t \u0111\u1ed9ng t\u1ed5 ch\u1ee9c, qu\u1ea3n l\u00fd, gi\u00e1m s\u00e1t, \u0111\u00e1nh gi\u00e1 c\u00e1c \u0111\u1ed9i thi; Vbee c\u00f2n tr\u1ef1c ti\u1ebfp \u0111\u00f3ng g\u00f3p d\u1eef li\u1ec7u \u0111\u1ed3ng th\u1eddi \u0111\u00f3ng g\u00f3p c\u00f4ng s\u1ee9c v\u00e0o vi\u1ec7c x\u00e2y d\u1ef1ng v\u00e0 ho\u00e0n thi\u1ec7n c\u00e1c d\u1eef li\u1ec7u kh\u00e1c chia s\u1ebb cho c\u1ed9ng \u0111\u1ed3ng. Ngo\u00e0i ra, Vbee c\u0169ng \u0111\u00e3 ph\u00e1t tri\u1ec3n v\u00e0 v\u1eadn h\u00e0nh n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd, t\u1ed5 ch\u1ee9c v\u00e0 \u0111\u00e1nh gi\u00e1 cho c\u00e1c cu\u1ed9c thi t\u1ed5ng h\u1ee3p ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t trong su\u1ed1t hai n\u0103m 2019 v\u00e0 2020.<\/p><h2><span class=\"ez-toc-section\" id=\"He_sinh_thai_cong_nghe_tieng_noi_tieng_Viet_cua_Vbee\"><\/span>H\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t c\u1ee7a Vbee<span class=\"ez-toc-section-end\"><\/span><\/h2><p>D\u1ef1 \u00e1n c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i Vbee v\u1edbi s\u1ef1 t\u00e0i tr\u1ee3 c\u1ee7a Vingroup d\u1ef1 ki\u1ebfn k\u00e9o d\u00e0i trong v\u00f2ng hai n\u0103m, t\u1eeb th\u00e1ng 10 n\u0103m 2019 \u0111\u1ebfn h\u1ebft th\u00e1ng 9 n\u0103m 2021. Tuy nhi\u00ean, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n r\u1ea5t nhanh c\u1ee7a c\u00f4ng ngh\u1ec7 v\u00e0 th\u1ecb tr\u01b0\u1eddng, Vbee \u0111\u00e3 n\u1ed7 l\u1ef1c ho\u00e0n th\u00e0nh to\u00e0n b\u1ed9 c\u00e1c KPI \u0111\u1eb7t ra trong d\u1ef1 \u00e1n s\u1edbm h\u01a1n k\u1ebf ho\u1ea1ch ban \u0111\u1ea7u s\u00e1u th\u00e1ng, v\u1edbi m\u1ed9t s\u1ed1 k\u1ebft qu\u1ea3 v\u01b0\u1ee3t ngo\u00e0i KPI v\u1ec1 c\u00f4ng b\u1ed1 khoa h\u1ecdc hay c\u00e1c \u0111\u00f3ng g\u00f3p cho c\u1ed9ng \u0111\u1ed3ng.<\/p><p>Trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n c\u1ee7a m\u00ecnh, Vbee lu\u00f4n h\u01b0\u1edbng t\u1edbi vi\u1ec7c ho\u00e0n thi\u1ec7n c\u00f4ng ngh\u1ec7 l\u00f5i v\u00e0 m\u1edf r\u1ed9ng c\u00e1c s\u1ea3n ph\u1ea9m trong h\u1ec7 sinh th\u00e1i v\u1ec1 ti\u1ebfng n\u00f3i ti\u1ebfng Vi\u1ec7t. B\u00ean c\u1ea1nh c\u00e1c d\u1ecbch v\u1ee5 cho ng\u01b0\u1eddi d\u00f9ng cu\u1ed1i nh\u01b0 c\u00e1c d\u1ecbch v\u1ee5 gi\u00e1 tr\u1ecb gia t\u0103ng (VAS [5]: s\u1ea3n xu\u1ea5t s\u00e1ch n\u00f3i, t\u1ea1o clip t\u1ef1 \u0111\u1ed9ng, review phim\u2026), c\u00f4ng ngh\u1ec7 c\u1ee7a Vbee c\u00f2n c\u00f3 th\u1ec3 t\u00edch h\u1ee3p v\u1edbi c\u00e1c thi\u1ebft b\u1ecb IoT trong c\u00e1c h\u1ec7 th\u1ed1ng \u00f4 t\u00f4 th\u00f4ng minh, nh\u00e0 th\u00f4ng minh, \u0111\u00f4 th\u1ecb th\u00f4ng minh, ch\u00ednh ph\u1ee7 \u0111i\u1ec7n t\u1eed\u2026<\/p><figure id=\"attachment_8092\" aria-describedby=\"caption-attachment-8092\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-8092 size-full\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5.jpg\" alt=\"C\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i\" width=\"768\" height=\"616\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5.jpg 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5-300x241.jpg 300w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2023\/05\/cong-nghe-tieng-noi-5-750x602.jpg 750w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-8092\" class=\"wp-caption-text\">C\u00e1c s\u1ea3n ph\u1ea9m \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i c\u1ee7a Vbee hi\u1ec7n \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i trong nhi\u1ec1u l\u0129nh v\u1ef1c \u0111\u1eddi s\u1ed1ng.<\/figcaption><\/figure><p>Trong su\u1ed1t th\u1eddi gian th\u1ef1c hi\u1ec7n d\u1ef1 \u00e1n, v\u1edbi s\u1ef1 t\u00e0i tr\u1ee3 v\u00e0 h\u1ed7 tr\u1ee3 t\u1eeb Vingroup, <a href=\"https:\/\/vbee.vn\/\">Vbee<\/a> \u0111\u00e3 d\u1ea7n kh\u1eb3ng \u0111\u1ecbnh \u0111\u01b0\u1ee3c ch\u1ed7 \u0111\u1ee9ng, n\u00e2ng cao uy t\u00edn v\u00e0 l\u00f2ng tin v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c v\u00e0 kh\u00e1ch h\u00e0ng. V\u1edbi m\u1ed9t c\u00f4ng ty kh\u1edfi nghi\u1ec7p c\u00f4ng ngh\u1ec7, vi\u1ec7c c\u00f3 \u0111\u01b0\u1ee3c m\u1ed9t ngu\u1ed3n t\u00e0i tr\u1ee3 v\u1edbi tr\u1ecb gi\u00e1 l\u00ean t\u1edbi 10 t\u1ef7 \u0111\u1ed3ng t\u1eeb Vingroup l\u00e0 m\u1ed9t c\u00fa h\u00edch l\u1edbn gi\u00fap Vbee c\u00f3 th\u1ec3 nhanh ch\u00f3ng ho\u00e0n thi\u1ec7n c\u00f4ng ngh\u1ec7, ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u00f3ng g\u00f3i s\u1ea3n ph\u1ea9m t\u1eeb \u0111\u00f3 nhanh ch\u00f3ng d\u1eabn \u0111\u1ea7u th\u1ecb tr\u01b0\u1eddng. Qu\u1ef9 Vingroup c\u0169ng t\u1ea1o ra nh\u1eefng k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 t\u1ea1o ra \u0111\u00f2n b\u1ea9y cho c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p n\u00f3i chung v\u00e0 Vbee n\u00f3i ri\u00eang ph\u00e1t tri\u1ec3n nhanh h\u01a1n v\u00e0 m\u1ea1nh m\u1ebd h\u01a1n.<\/p><p><strong>M\u1ed9t s\u1ed1 thu\u1eadt ng\u1eef<\/strong><\/p>[1] C\u00f4ng ngh\u1ec7 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh ti\u1ebfng n\u00f3i (Text-To-Speech TTS)<\/p>[2] M\u00e1y ch\u1ee7 GPU (Graphics Processing Unit) l\u00e0 m\u00e1y ch\u1ee7 c\u00f3 g\u1eafn c\u1ea1c \u0111\u1ed3 ho\u1ea1 GPU \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u v\u1edbi t\u1ed1c \u0111\u1ed9 t\u00ednh to\u00e1n nhanh g\u1ea5p nhi\u1ec1u l\u1ea7n so v\u1edbi m\u00e1y ch\u1ee7 th\u00f4ng th\u01b0\u1eddng. M\u00e1y ch\u1ee7 GPU ch\u00ednh l\u00e0 ch\u00eca kho\u00e1 gi\u00fap \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh nghi\u00ean c\u1ee9u cho c\u00e1c nh\u00e0 khoa h\u1ecdc \u0111\u1ec3 c\u00f3 th\u1ec3 th\u1eed nghi\u1ec7m v\u00e0 \u0111\u01b0a c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0o th\u1ef1c ti\u1ec5n.<\/p>[3] Th\u00ed nghi\u1ec7m c\u1ea3m th\u1ee5 MOS (Mean Opinion Score) l\u00e0 th\u00ed nghi\u1ec7m \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng c\u00e1c \u0111o\u1ea1n ti\u1ebfng n\u00f3i d\u1ef1a tr\u00ean s\u1ed1 \u0111i\u1ec3m trung b\u00ecnh c\u1ee7a nh\u1eefng ng\u01b0\u1eddi tham gia d\u1ef1a tr\u00ean m\u1ed9t ti\u00eau ch\u00ed n\u00e0o \u0111\u00f3.<\/p>[4] VLSP: Vietnamese Language and Speech Processing (<a href=\"https:\/\/vlsp.org.vn\" rel=\"nofollow noopener\" target=\"_blank\">https:\/\/vlsp.org.vn<\/a>)<\/p>[5] VAS: Value Added Service<\/p>","protected":false},"excerpt":{"rendered":"<p>Trong v\u00e0i ch\u1ee5c n\u0103m g\u1ea7n \u0111\u00e2y, c\u00f4ng ngh\u1ec7 ti\u1ebfng n\u00f3i \u0111\u00e3 thu h\u00fat \u0111\u01b0\u1ee3c s\u1ef1 quan t\u00e2m c\u1ee7a r\u1ea5t nhi\u1ec1u nh\u00e0 khoa h\u1ecdc, nh\u00e0 nghi\u00ean c\u1ee9u v\u00e0 doanh nghi\u1ec7p l\u1edbn tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. M\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng quan tr\u1ecdng nh\u1ea5t c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 h\u1ec7 th\u1ed1ng h\u1ed9i tho\u1ea1i ti\u1ebfng n\u00f3i gi\u00fap cho&#8230;<\/p>\n","protected":false},"author":4,"featured_media":8094,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-5731","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/5731","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\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/comments?post=5731"}],"version-history":[{"count":18,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/5731\/revisions"}],"predecessor-version":[{"id":20798,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/5731\/revisions\/20798"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media\/8094"}],"wp:attachment":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media?parent=5731"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/categories?post=5731"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/tags?post=5731"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}