{"id":29987,"date":"2026-04-09T10:24:42","date_gmt":"2026-04-09T03:24:42","guid":{"rendered":"https:\/\/vbee.vn\/blog\/?p=29987"},"modified":"2026-04-09T10:24:42","modified_gmt":"2026-04-09T03:24:42","slug":"vbee-hop-tac-voi-google-cloud","status":"publish","type":"post","link":"https:\/\/vbee.vn\/blog\/news\/vbee-hop-tac-voi-google-cloud\/","title":{"rendered":"Vbee AIVoice m\u1edf r\u1ed9ng quy m\u00f4 h\u1ec7 th\u1ed1ng nh\u1edd Google Cloud"},"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\/vbee-hop-tac-voi-google-cloud\/#Vbee_AIVoice_%E2%80%93_Dan_dau_cong_nghe_giong_noi_AI_tieng_Viet_tu_nhien_giau_cam_xuc\" >Vbee AIVoice \u2013 D\u1eabn \u0111\u1ea7u c\u00f4ng ngh\u1ec7 gi\u1ecdng n\u00f3i AI ti\u1ebfng Vi\u1ec7t t\u1ef1 nhi\u00ean, gi\u00e0u c\u1ea3m x\u00fac<\/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\/vbee-hop-tac-voi-google-cloud\/#Nhan_ban_giong_noi_thoi_gian_thuc_voi_quy_trinh_AI_serverless\" >Nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i th\u1eddi gian th\u1ef1c v\u1edbi quy tr\u00ecnh AI serverless<\/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\/vbee-hop-tac-voi-google-cloud\/#Chinh_phuc_thi_truong_voi_muc_tang_truong_20_nguoi_dung_moi_thang\" >Chinh ph\u1ee5c th\u1ecb tr\u01b0\u1eddng v\u1edbi m\u1ee9c t\u0103ng tr\u01b0\u1edfng 20% ng\u01b0\u1eddi d\u00f9ng m\u1ed7i th\u00e1ng<\/a><\/li><\/ul><\/nav><\/div><p><strong><em>Khi nhu c\u1ea7u s\u1eed d\u1ee5ng AI Voice t\u0103ng m\u1ea1nh, b\u00e0i to\u00e1n l\u1edbn nh\u1ea5t kh\u00f4ng c\u00f2n l\u00e0 c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng. Vbee AIVoice \u0111\u00e3 l\u1ef1a ch\u1ecdn Google Cloud \u0111\u1ec3 gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c n\u00e0y, gi\u00fap x\u1eed l\u00fd h\u00e0ng lo\u1ea1t y\u00eau c\u1ea7u t\u1ea1o v\u00e0 nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i trong th\u1eddi gian ng\u1eafn.<\/em><\/strong><\/p><h2><span class=\"ez-toc-section\" id=\"Vbee_AIVoice_%E2%80%93_Dan_dau_cong_nghe_giong_noi_AI_tieng_Viet_tu_nhien_giau_cam_xuc\"><\/span>Vbee AIVoice \u2013 D\u1eabn \u0111\u1ea7u c\u00f4ng ngh\u1ec7 gi\u1ecdng n\u00f3i AI ti\u1ebfng Vi\u1ec7t t\u1ef1 nhi\u00ean, gi\u00e0u c\u1ea3m x\u00fac<span class=\"ez-toc-section-end\"><\/span><\/h2><p>C\u00e1c n\u1ec1n t\u1ea3ng <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/vbee.vn\">chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i<\/a> tr\u00ean th\u1ebf gi\u1edbi th\u01b0\u1eddng g\u1eb7p kh\u00f3 kh\u0103n khi th\u1ec3 hi\u1ec7n tr\u1ecdn v\u1eb9n \u00e2m s\u1eafc v\u00e0 ng\u1eef \u0111i\u1ec7u ph\u1ee9c t\u1ea1p c\u1ee7a <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/vietnamese-vi\/\">ti\u1ebfng Vi\u1ec7t<\/a>. \u0110\u00e2y c\u0169ng ch\u00ednh l\u00e0 kho\u1ea3ng tr\u1ed1ng m\u00e0 <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/vbee.vn\">Vbee<\/a> h\u01b0\u1edbng t\u1edbi: x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng <a href=\"https:\/\/vbee.vn\/blog\/ai\/giong-noi-tri-tue-nhan-tao\/\">gi\u1ecdng n\u00f3i AI<\/a> kh\u00f4ng ch\u1ec9 \u0111\u1ecdc \u0111\u00fang, m\u00e0 c\u00f2n \u0111\u1ecdc \u201cc\u00f3 h\u1ed3n\u201d, th\u1ec3 hi\u1ec7n r\u00f5 s\u1ef1 kh\u00e1c bi\u1ec7t v\u00f9ng mi\u1ec1n v\u00e0 \u0111\u1eb7c tr\u01b0ng ng\u00f4n ng\u1eef c\u1ee7a ng\u01b0\u1eddi Vi\u1ec7t.<\/p><p>Tuy nhi\u00ean, b\u00e0i to\u00e1n kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf ch\u1ea5t l\u01b0\u1ee3ng gi\u1ecdng \u0111\u1ecdc. Khi Vbee ra m\u1eaft t\u00ednh n\u0103ng nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i (Voice Cloning) v\u00e0o \u0111\u1ea7u n\u0103m 2025, nhu c\u1ea7u c\u1ee7a ng\u01b0\u1eddi d\u00f9ng t\u0103ng nhanh ngo\u00e0i d\u1ef1 \u0111o\u00e1n. Ch\u1ec9 sau m\u1ed9t \u0111\u00eam, s\u1ed1 l\u01b0\u1ee3ng y\u00eau c\u1ea7u t\u1ea1o gi\u1ecdng nh\u00e2n b\u1ea3n t\u0103ng v\u1ecdt, k\u00e9o theo \u00e1p l\u1ef1c l\u1edbn l\u00ean to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng.<\/p><p>Trong khi \u0111\u00f3, h\u1ea1 t\u1ea7ng c\u0169 d\u1ef1a tr\u00ean m\u00e1y \u1ea3o t\u0129nh l\u1ea1i kh\u00f4ng \u0111\u1ee7 linh ho\u1ea1t \u0111\u1ec3 \u0111\u00e1p \u1ee9ng m\u1ee9c t\u0103ng tr\u01b0\u1edfng n\u00e0y. M\u1ed7i khi qu\u00e1 t\u1ea3i, <a href=\"https:\/\/vbee.vn\/blog\/doi-ngu\/\">\u0111\u1ed9i ng\u0169<\/a> k\u1ef9 thu\u1eadt ph\u1ea3i c\u1ea5p th\u00eam server m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng, khi\u1ebfn qu\u00e1 tr\u00ecnh x\u1eed l\u00fd b\u1ecb ch\u1eadm l\u1ea1i. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 khi ph\u1ea3i ch\u1edd \u0111\u1ebfn v\u00e0i ng\u00e0y m\u1edbi nh\u1eadn \u0111\u01b0\u1ee3c gi\u1ecdng nh\u00e2n b\u1ea3n. Ngay c\u1ea3 c\u00e1c t\u00e1c v\u1ee5 quen thu\u1ed9c nh\u01b0 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i c\u0169ng b\u1ecb \u1ea3nh h\u01b0\u1edfng, v\u1edbi \u0111\u1ed9 tr\u1ec5 c\u00f3 l\u00fac k\u00e9o d\u00e0i \u0111\u1ebfn v\u00e0i ph\u00fat.<\/p><p>T\u1eeb \u0111\u00e2y, m\u1ed9t v\u1ea5n \u0111\u1ec1 c\u1ed1t l\u00f5i d\u1ea7n l\u1ed9 r\u00f5: \u0111\u1ec3 duy tr\u00ec tr\u1ea3i nghi\u1ec7m m\u01b0\u1ee3t m\u00e0 khi nhu c\u1ea7u t\u0103ng m\u1ea1nh, Vbee c\u1ea7n m\u1ed9t h\u1ea1 t\u1ea7ng c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng m\u1edf r\u1ed9ng, \u0111\u1ee7 s\u1ee9c x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 AI ph\u1ee9c t\u1ea1p theo th\u1eddi gian th\u1ef1c, thay v\u00ec ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c v\u1eadn h\u00e0nh th\u1ee7 c\u00f4ng nh\u01b0 tr\u01b0\u1edbc.<\/p><figure id=\"attachment_29988\" aria-describedby=\"caption-attachment-29988\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-29988\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/VBEE-113.webp\" alt=\"Vbee AIVoice v\u00e0 v\u1ea5n \u0111\u1ec1 h\u1ea1 t\u1ea7ng c\u1ea7n gi\u1ea3i quy\u1ebft.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/VBEE-113.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/VBEE-113-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-29988\" class=\"wp-caption-text\">Vbee AIVoice v\u00e0 v\u1ea5n \u0111\u1ec1 h\u1ea1 t\u1ea7ng c\u1ea7n gi\u1ea3i quy\u1ebft.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"Nhan_ban_giong_noi_thoi_gian_thuc_voi_quy_trinh_AI_serverless\"><\/span>Nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i th\u1eddi gian th\u1ef1c v\u1edbi quy tr\u00ecnh AI serverless<span class=\"ez-toc-section-end\"><\/span><\/h2><p>\u0110\u1ec3 gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng, Vbee \u0111\u00e3 l\u1ef1a ch\u1ecdn Google Cloud l\u00e0m n\u1ec1n t\u1ea3ng h\u1ea1 t\u1ea7ng. Trong \u0111\u00f3, kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng GPU theo m\u00f4 h\u00ecnh serverless c\u1ee7a Cloud Run gi\u00fap h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 x\u1eed l\u00fd c\u00e1c t\u00e1c v\u1ee5 AI n\u1eb7ng theo nhu c\u1ea7u m\u00e0 kh\u00f4ng c\u1ea7n v\u1eadn h\u00e0nh hay qu\u1ea3n l\u00fd m\u00e1y ch\u1ee7. \u0110\u1ed3ng th\u1eddi, n\u1ec1n t\u1ea3ng n\u00e0y c\u0169ng t\u00edch h\u1ee3p t\u1ed1t v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 MLOps, ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1ecbnh h\u01b0\u1edbng t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ee7a Vbee.<\/p><p>T\u1eeb \u0111\u00f3, Vbee x\u00e2y d\u1ef1ng l\u1ea1i to\u00e0n b\u1ed9 quy tr\u00ecnh x\u1eed l\u00fd nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i theo h\u01b0\u1edbng linh ho\u1ea1t v\u00e0 d\u1ec5 m\u1edf r\u1ed9ng h\u01a1n. C\u1ee5 th\u1ec3 nh\u01b0 sau:<\/p><ul><li>Khi ng\u01b0\u1eddi d\u00f9ng t\u1ea3i l\u00ean ho\u1eb7c ghi \u00e2m gi\u1ecdng n\u00f3i tr\u00ean h\u1ec7 th\u1ed1ng, d\u1eef li\u1ec7u s\u1ebd \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef tr\u00ean Cloud Storage. Sau \u0111\u00f3, m\u1ed9t ti\u1ebfn tr\u00ecnh x\u1eed l\u00fd tr\u00ean Cloud Run s\u1ebd t\u1ef1 \u0111\u1ed9ng l\u00e0m s\u1ea1ch v\u00e0 chia nh\u1ecf d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o.<\/li><li>Khi d\u1eef li\u1ec7u \u0111\u00e3 s\u1eb5n s\u00e0ng, h\u1ec7 th\u1ed1ng s\u1ebd k\u00edch ho\u1ea1t qu\u00e1 tr\u00ecnh hu\u1ea5n luy\u1ec7n tr\u00ean m\u00f4i tr\u01b0\u1eddng GPU (Cloud Run), t\u1ea1o ra m\u1ed9t m\u00f4 h\u00ecnh gi\u1ecdng n\u00f3i m\u1edbi d\u1ef1a tr\u00ean \u0111\u1eb7c tr\u01b0ng gi\u1ecdng c\u1ee7a t\u1eebng ng\u01b0\u1eddi d\u00f9ng.<\/li><li>Sau khi ho\u00e0n t\u1ea5t, m\u00f4 h\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c l\u01b0u v\u00e0o Artifact Registry v\u00e0 t\u1ef1 \u0111\u1ed9ng tri\u1ec3n khai l\u00ean h\u1ec7 th\u1ed1ng th\u00f4ng qua Cloud Build. Nh\u1edd v\u1eady, to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh t\u1eeb hu\u1ea5n luy\u1ec7n \u0111\u1ebfn \u0111\u01b0a v\u00e0o s\u1eed d\u1ee5ng \u0111\u1ec1u di\u1ec5n ra li\u1ec1n m\u1ea1ch, kh\u00f4ng c\u1ea7n can thi\u1ec7p th\u1ee7 c\u00f4ng.<\/li><li>\u1ede b\u01b0\u1edbc cu\u1ed1i c\u00f9ng, ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n nh\u1eadp v\u0103n b\u1ea3n, h\u1ec7 th\u1ed1ng s\u1ebd chuy\u1ec3n \u0111\u1ed5i th\u00e0nh gi\u1ecdng n\u00f3i theo th\u1eddi gian th\u1ef1c, s\u1eed d\u1ee5ng ch\u00ednh gi\u1ecdng \u0111\u00e3 \u0111\u01b0\u1ee3c nh\u00e2n b\u1ea3n tr\u01b0\u1edbc \u0111\u00f3.<\/li><\/ul><p>To\u00e0n b\u1ed9 quy tr\u00ecnh n\u00e0y \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u00e0n to\u00e0n, t\u1eeb l\u00fac t\u1ea3i d\u1eef li\u1ec7u l\u00ean cho \u0111\u1ebfn khi nh\u1eadn \u0111\u01b0\u1ee3c audio \u0111\u1ea7u ra, gi\u00fap h\u1ec7 th\u1ed1ng v\u1eeba x\u1eed l\u00fd nhanh h\u01a1n, v\u1eeba s\u1eb5n s\u00e0ng \u0111\u00e1p \u1ee9ng khi l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng t\u0103ng cao.<\/p><p>Chia s\u1ebb v\u1ec1 qu\u00e1 tr\u00ecnh tri\u1ec3n khai, anh <a href=\"https:\/\/vbee.vn\/blog\/doi-ngu\/nguyen-hoang-ky\/\">Nguy\u1ec5n Ho\u00e0ng K\u1ef3<\/a> &#8211; Head of AI c\u1ee7a Vbee cho bi\u1ebft: \u201cGoogle Cloud gi\u00fap h\u1ec7 th\u1ed1ng d\u1ec5 d\u00e0ng k\u1ebft n\u1ed1i v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Cloud Build, Artifact Registry hay Cloud Monitoring, t\u1eeb \u0111\u00f3 m\u1edf r\u1ed9ng quy m\u00f4 m\u00e0 kh\u00f4ng c\u1ea7n t\u1ed1n nhi\u1ec1u c\u00f4ng s\u1ee9c qu\u1ea3n l\u00fd h\u1ea1 t\u1ea7ng.\u201d<\/p><p>\u0110\u1ec3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng, Vbee c\u0169ng h\u1ee3p t\u00e1c v\u1edbi \u0111\u1ed1i t\u00e1c Cloud Ace. \u0110\u01a1n v\u1ecb n\u00e0y h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf ki\u1ebfn tr\u00fac ch\u1ea1y tr\u00ean n\u1ec1n container v\u1edbi Cloud Run (GPU), \u0111\u1ed3ng th\u1eddi t\u01b0 v\u1ea5n tri\u1ec3n khai CI\/CD, thi\u1ebft l\u1eadp h\u1ec7 th\u1ed1ng theo d\u00f5i v\u00e0 t\u1ed1i \u01b0u chi ph\u00ed th\u00f4ng qua c\u00e1c ch\u00ednh s\u00e1ch s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean d\u00e0i h\u1ea1n (CUDs).<\/p><figure id=\"attachment_29989\" aria-describedby=\"caption-attachment-29989\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-29989\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/Screenshot_16.webp\" alt=\"Vbee Voice Cloning ph\u00e1t tri\u1ec3n tr\u00ean h\u1ea1 t\u1ea7ng m\u1edbi c\u1ee7a Google Cloud.\" width=\"768\" height=\"429\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/Screenshot_16.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/Screenshot_16-300x168.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-29989\" class=\"wp-caption-text\">Vbee Voice Cloning ph\u00e1t tri\u1ec3n tr\u00ean h\u1ea1 t\u1ea7ng m\u1edbi c\u1ee7a Google Cloud.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"Chinh_phuc_thi_truong_voi_muc_tang_truong_20_nguoi_dung_moi_thang\"><\/span>Chinh ph\u1ee5c th\u1ecb tr\u01b0\u1eddng v\u1edbi m\u1ee9c t\u0103ng tr\u01b0\u1edfng 20% ng\u01b0\u1eddi d\u00f9ng m\u1ed7i th\u00e1ng<span class=\"ez-toc-section-end\"><\/span><\/h2><p>Nh\u1edd n\u1ec1n t\u1ea3ng h\u1ea1 t\u1ea7ng m\u1edbi, nh\u1eefng c\u1ea3i thi\u1ec7n kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf m\u1eb7t k\u1ef9 thu\u1eadt m\u00e0 c\u00f2n th\u1ec3 hi\u1ec7n r\u00f5 trong hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh v\u00e0 tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng. C\u1ee5 th\u1ec3:<\/p><p>Vi\u1ec7c chuy\u1ec3n sang ki\u1ebfn tr\u00fac serverless (kh\u00f4ng m\u00e1y ch\u1ee7) gi\u00fap t\u1ed1c \u0111\u1ed9 m\u1edf r\u1ed9ng c\u1ee7a d\u1ecbch v\u1ee5 Voice Cloning t\u0103ng t\u1edbi 800%, \u0111\u1ed3ng th\u1eddi gi\u1ea3m kho\u1ea3ng 50% kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c b\u1ea3o tr\u00ec c\u1ee7a \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt.<br \/>Khi kh\u00f4ng c\u00f2n b\u1ecb gi\u1edbi h\u1ea1n b\u1edfi h\u1ea1 t\u1ea7ng, h\u1ec7 th\u1ed1ng c\u0169ng ph\u1ea3n h\u1ed3i nhanh h\u01a1n \u0111\u00e1ng k\u1ec3. T\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd text-to-speech \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n kho\u1ea3ng 25%, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng nh\u1eadn audio g\u1ea7n nh\u01b0 theo th\u1eddi gian th\u1ef1c thay v\u00ec ph\u1ea3i ch\u1edd \u0111\u1ee3i \u0111\u1ebfn v\u00e0i ph\u00fat nh\u01b0 tr\u01b0\u1edbc.<\/p><p>Kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t, vi\u1ec7c gi\u1ea3m t\u1ea3i c\u00f4ng vi\u1ec7c v\u1eadn h\u00e0nh c\u00f2n gi\u00fap \u0111\u1ed9i ng\u0169 AI Engineering c\u00f3 th\u00eam th\u1eddi gian t\u1eadp trung v\u00e0o nghi\u00ean c\u1ee9u v\u00e0 th\u1eed nghi\u1ec7m c\u00e1c m\u00f4 h\u00ecnh l\u1edbn h\u01a1n. Nh\u1edd \u0111\u00f3, ch\u1ea5t l\u01b0\u1ee3ng gi\u1ecdng n\u00f3i ng\u00e0y c\u00e0ng t\u1ef1 nhi\u00ean v\u00e0 gi\u00e0u c\u1ea3m x\u00fac h\u01a1n. \u0110\u00e2y c\u0169ng l\u00e0 n\u1ec1n t\u1ea3ng gi\u00fap Vbee tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng \u0111\u01a1n v\u1ecb ti\u00ean phong t\u1ea1i Vi\u1ec7t Nam tri\u1ec3n khai c\u00f4ng ngh\u1ec7 sao ch\u00e9p gi\u1ecdng n\u00f3i (Voice Cloning) \u1edf quy m\u00f4 l\u1edbn, \u0111\u1ed3ng th\u1eddi duy tr\u00ec m\u1ee9c t\u0103ng tr\u01b0\u1edfng kho\u1ea3ng 20% ng\u01b0\u1eddi d\u00f9ng ho\u1ea1t \u0111\u1ed9ng m\u1ed7i th\u00e1ng.<\/p><p>Chia s\u1ebb v\u1ec1 s\u1ef1 thay \u0111\u1ed5i n\u00e0y, ch\u1ecb Nguy\u1ec5n Th\u1ecb Thu Trang (Founder &amp; CTO Vbee) cho bi\u1ebft: \u201cGoogle Cloud \u0111\u00e3 gi\u00fap Vbee r\u00fat ng\u1eafn kho\u1ea3ng c\u00e1ch t\u1eeb \u00fd t\u01b0\u1edfng \u0111\u1ebfn th\u1ef1c t\u1ebf, cho ph\u00e9p \u0111\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n nhanh h\u01a1n, linh ho\u1ea1t h\u01a1n v\u00e0 s\u1eb5n s\u00e0ng m\u1edf r\u1ed9ng \u1edf b\u1ea5t k\u1ef3 quy m\u00f4 n\u00e0o.\u201d<\/p><figure id=\"attachment_29990\" aria-describedby=\"caption-attachment-29990\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-29990\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/VBEE-11-1.webp\" alt=\"M\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, t\u1eebng b\u01b0\u1edbc m\u1edf r\u1ed9ng th\u1ecb tr\u01b0\u1eddng c\u1ee7a Vbee.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/VBEE-11-1.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2026\/04\/VBEE-11-1-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-29990\" class=\"wp-caption-text\">M\u1ee5c ti\u00eau ph\u00e1t tri\u1ec3n s\u1ea3n ph\u1ea9m, t\u1eebng b\u01b0\u1edbc m\u1edf r\u1ed9ng th\u1ecb tr\u01b0\u1eddng c\u1ee7a Vbee.<\/figcaption><\/figure><p>Tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00f3, Vbee \u0111ang t\u1eebng b\u01b0\u1edbc m\u1edf r\u1ed9ng \u0111\u1ecbnh h\u01b0\u1edbng s\u1ea3n ph\u1ea9m theo m\u00f4 h\u00ecnh \u201call-in-one\u201d cho c\u00e1c nhu c\u1ea7u li\u00ean quan \u0111\u1ebfn gi\u1ecdng n\u00f3i. B\u00ean c\u1ea1nh nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i v\u00e0 chuy\u1ec3n v\u0103n b\u1ea3n th\u00e0nh gi\u1ecdng n\u00f3i, h\u1ec7 th\u1ed1ng s\u1ebd ti\u1ebfp t\u1ee5c t\u00edch h\u1ee3p th\u00eam c\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/top-phan-mem-speech-to-text\/\">chuy\u1ec3n gi\u1ecdng n\u00f3i th\u00e0nh v\u0103n b\u1ea3n<\/a> (speech-to-text) v\u00e0 d\u1ecbch thu\u1eadt (AI translation), h\u01b0\u1edbng t\u1edbi x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 sinh th\u00e1i AI Voice to\u00e0n di\u1ec7n.<\/p><p>Kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf th\u1ecb tr\u01b0\u1eddng trong n\u01b0\u1edbc, Vbee \u0111ang t\u1eebng b\u01b0\u1edbc m\u1edf r\u1ed9ng sang \u0110\u00f4ng Nam \u00c1, t\u1eadn d\u1ee5ng h\u1ea1 t\u1ea7ng linh ho\u1ea1t t\u1eeb Google Cloud \u0111\u1ec3 tri\u1ec3n khai nhanh ch\u00f3ng v\u00e0 hi\u1ec7u qu\u1ea3 t\u1ea1i c\u00e1c th\u1ecb tr\u01b0\u1eddng m\u1edbi. Trong d\u00e0i h\u1ea1n, Vbee h\u01b0\u1edbng t\u1edbi vi\u1ec7c t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c t\u01b0\u01a1ng t\u00e1c b\u1eb1ng gi\u1ecdng n\u00f3i AI m\u1ed9t c\u00e1ch t\u1ef1 nhi\u00ean v\u00e0 gi\u00e0u c\u1ea3m x\u00fac, qua \u0111\u00f3 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng v\u00e0 t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh cho doanh nghi\u1ec7p.<\/p><blockquote><p><b data-path-to-node=\"12,0\" data-index-in-node=\"0\">Xem th\u00eam:<\/b> <span style=\"color: #282828;\">Chi ti\u1ebft c\u00e2u chuy\u1ec7n th\u00e0nh c\u00f4ng c\u1ee7a Vbee tr\u00ean trang ch\u1ee7 c\u1ee7a Google Cloud to\u00e0n c\u1ea7u<\/span> <span style=\"color: #0000ff;\"><a class=\"ng-star-inserted\" style=\"color: #0000ff;\" href=\"https:\/\/cloud.google.com\/customers\/vbee\" target=\"_blank\" rel=\"noopener nofollow\">T\u1ea1i \u0110\u00e2y<\/a>.<\/span><\/p><\/blockquote>","protected":false},"excerpt":{"rendered":"<p>Khi nhu c\u1ea7u s\u1eed d\u1ee5ng AI Voice t\u0103ng m\u1ea1nh, b\u00e0i to\u00e1n l\u1edbn nh\u1ea5t kh\u00f4ng c\u00f2n l\u00e0 c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng. Vbee AIVoice \u0111\u00e3 l\u1ef1a ch\u1ecdn Google Cloud \u0111\u1ec3 gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c n\u00e0y, gi\u00fap x\u1eed l\u00fd h\u00e0ng lo\u1ea1t y\u00eau c\u1ea7u t\u1ea1o v\u00e0 nh\u00e2n b\u1ea3n gi\u1ecdng n\u00f3i trong th\u1eddi gian&#8230;<\/p>\n","protected":false},"author":17,"featured_media":29991,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[],"class_list":["post-29987","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\/29987","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\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/comments?post=29987"}],"version-history":[{"count":3,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/29987\/revisions"}],"predecessor-version":[{"id":29995,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/29987\/revisions\/29995"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media\/29991"}],"wp:attachment":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media?parent=29987"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/categories?post=29987"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/tags?post=29987"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}