\nNg\u00f4n ng\u1eef \u0111\u01a1n l\u1eadp v\u00e0 t\u00ednh \u0111a ngh\u0129a:<\/b> Ti\u1ebfng L\u00e0o kh\u00f4ng chia th\u00ec hay bi\u1ebfn \u0111\u1ed5i h\u00ecnh th\u00e1i t\u1eeb. \u00dd ngh\u0129a ho\u00e0n to\u00e0n ph\u1ee5 thu\u1ed9c v\u00e0o tr\u1eadt t\u1ef1 t\u1eeb v\u00e0 ng\u1eef c\u1ea3nh. M\u1ed9t sai s\u00f3t nh\u1ecf trong vi\u1ec7c x\u00e1c \u0111\u1ecbnh ch\u1ee7 ng\u1eef s\u1ebd d\u1eabn \u0111\u1ebfn d\u1ecbch sai to\u00e0n b\u1ed9 th\u00f4ng \u0111i\u1ec7p.<\/p>\n<\/li>\n\nH\u1ec7 th\u1ed1ng thanh \u0111i\u1ec7u ph\u1ee9c t\u1ea1p:<\/b> V\u1edbi 5-6 thanh \u0111i\u1ec7u t\u00f9y v\u00f9ng mi\u1ec1n, vi\u1ec7c ph\u00e1t \u00e2m sai cao \u0111\u1ed9 s\u1ebd bi\u1ebfn t\u1eeb “ng\u1ef1a” th\u00e0nh “ch\u00f3” ho\u1eb7c “chi\u1ebfu”. AI c\u1ea7n c\u00e1c microphone c\u1ef1c nh\u1ea1y \u0111\u1ec3 b\u1eaft \u0111\u01b0\u1ee3c c\u00e1c t\u1ea7n s\u1ed1 n\u00e0y.<\/p>\n<\/li>\n\nKho\u1ea3ng c\u00e1ch gi\u1eefa v\u0103n vi\u1ebft v\u00e0 v\u0103n n\u00f3i:<\/b> Ng\u01b0\u1eddi L\u00e0o b\u1ea3n x\u1ee9 th\u01b0\u1eddng s\u1eed d\u1ee5ng nhi\u1ec1u t\u1eeb \u0111\u1ec7m, n\u00f3i t\u1eaft v\u00e0 “nu\u1ed1t \u00e2m” trong giao ti\u1ebfp \u0111\u1eddi th\u01b0\u1eddng, v\u1ed1n l\u00e0 nh\u1eefng d\u1eef li\u1ec7u m\u00e0 AI th\u01b0\u1eddng thi\u1ebfu h\u1ee5t so v\u1edbi c\u00e1c v\u0103n b\u1ea3n h\u00e0nh ch\u00ednh chu\u1ea9n.<\/p>\n<\/li>\n<\/ul>\n<\/span>2. Gi\u1ea3i m\u00e3 4 t\u1ea7ng c\u00f4ng ngh\u1ec7 b\u00ean trong tai nghe phi\u00ean d\u1ecbch ti\u1ebfng L\u00e0o<\/strong><\/span><\/h2>\n\u0110\u1eebng l\u1ea7m t\u01b0\u1edfng tai nghe d\u1ecbch tr\u1ef1c ti\u1ebfp \u00e2m thanh sang \u00e2m thanh. Th\u1ef1c t\u1ebf, \u0111\u00f3 l\u00e0 m\u1ed9t chu\u1ed7i x\u1eed l\u00fd ph\u1ee9c t\u1ea1p di\u1ec5n ra trong t\u00edch t\u1eafc:<\/p>\n
<\/span>B\u01b0\u1edbc 1: ASR (Automatic Speech Recognition) – Nh\u1eadn di\u1ec7n gi\u1ecdng n\u00f3i<\/span><\/h3>\n\u0110\u00e2y l\u00e0 “c\u1eeda ng\u00f5” quan tr\u1ecdng nh\u1ea5t. AI chuy\u1ec3n s\u00f3ng \u00e2m ti\u1ebfng L\u00e0o th\u00e0nh v\u0103n b\u1ea3n (Text). V\u1edbi ti\u1ebfng L\u00e0o, \u0111\u00e2y l\u00e0 b\u01b0\u1edbc d\u1ec5 sai nh\u1ea5t do nhi\u1ec5u m\u00f4i tr\u01b0\u1eddng v\u00e0 gi\u1ecdng \u0111\u1ecba ph\u01b0\u01a1ng.<\/p>\n
<\/span>B\u01b0\u1edbc 2: NLP (Natural Language Processing) – Chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u<\/span><\/h3>\nSau khi c\u00f3 v\u0103n b\u1ea3n th\u00f4, AI ph\u1ea3i l\u1ecdc b\u1ecf c\u00e1c t\u1eeb “\u00e0, \u1eeb”, s\u1eeda l\u1ed7i ch\u00ednh t\u1ea3 v\u00e0 s\u1eafp x\u1ebfp l\u1ea1i c\u1ea5u tr\u00fac c\u00e2u sao cho logic tr\u01b0\u1edbc khi \u0111\u01b0a v\u00e0o b\u1ed9 m\u00e1y d\u1ecbch.<\/p>\n
<\/span>B\u01b0\u1edbc 3: NMT (Neural Machine Translation) – D\u1ecbch m\u00e3 ngu\u1ed3n<\/span><\/h3>\nV\u0103n b\u1ea3n ti\u1ebfng L\u00e0o \u0111\u01b0\u1ee3c chuy\u1ec3n sang ti\u1ebfng Vi\u1ec7t\/Anh. Hi\u1ec7n nay, nh\u1edd c\u00e1c m\u00f4 h\u00ecnh nh\u01b0 Transformer, vi\u1ec7c d\u1ecbch v\u0103n b\u1ea3n L\u00e0o – Vi\u1ec7t \u0111\u00e3 \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u00ean 85% v\u1edbi c\u00e1c c\u00e2u th\u00f4ng d\u1ee5ng.<\/p>\n
<\/span>B\u01b0\u1edbc 4: TTS (Text to Speech) – T\u1ed5ng h\u1ee3p gi\u1ecdng n\u00f3i<\/span><\/h3>\nV\u0103n b\u1ea3n \u0111\u00edch \u0111\u01b0\u1ee3c chuy\u1ec3n ng\u01b0\u1ee3c th\u00e0nh gi\u1ecdng n\u00f3i t\u1ef1 nhi\u00ean v\u00e0 ph\u00e1t v\u00e0o tai ng\u01b0\u1eddi nghe.<\/p>\n
<\/p>\n
\nL\u1eddi khuy\u00ean t\u1eeb chuy\u00ean gia Lingotrans:<\/b> N\u1ebfu tai nghe d\u1ecbch sai, 80% nguy\u00ean nh\u00e2n n\u1eb1m \u1edf b\u01b0\u1edbc ASR (kh\u00f4ng nghe r\u00f5) ch\u1ee9 kh\u00f4ng ph\u1ea3i do AI kh\u00f4ng bi\u1ebft d\u1ecbch t\u1eeb \u0111\u00f3.<\/p>\n<\/blockquote>\n
\n<\/span>3. Ti\u1ebfng L\u00e0o “S\u00e1ch v\u1edf” v\u00e0 ti\u1ebfng L\u00e0o “\u0110\u1eddi th\u01b0\u1eddng” tai nghe phi\u00ean d\u1ecbch Ti\u1ebfng L\u00e0o ph\u00e2n bi\u1ec7t \u0111\u01b0\u1ee3c kh\u00f4ng ?<\/strong><\/span><\/h2>\nT\u1ea1i sao khi xem tin t\u1ee9c tr\u00ean TV L\u00e0o, tai nghe d\u1ecbch r\u1ea5t chu\u1ea9n, nh\u01b0ng ra ch\u1ee3 v\u1ec9a h\u00e8 th\u00ec \u0111\u1ed9 ch\u00ednh x\u00e1c gi\u1ea3m xu\u1ed1ng?<\/p>\n
AI \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n d\u1ef1a tr\u00ean Big Data<\/b>. D\u1eef li\u1ec7u ti\u1ebfng L\u00e0o ch\u1ea5t l\u01b0\u1ee3ng cao hi\u1ec7n nay ch\u1ee7 y\u1ebfu \u0111\u1ebfn t\u1eeb:<\/p>\n\n- \n
V\u0103n b\u1ea3n ph\u00e1p lu\u1eadt, b\u00e1o ch\u00ed (Lao Pattana, Vientiane Times).<\/p>\n<\/li>\n
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C\u00e1c b\u00e0i ph\u00e1t bi\u1ec3u ch\u00ednh th\u1ee9c.<\/p>\n<\/li>\n<\/ul>\n
Trong khi \u0111\u00f3, ti\u1ebfng L\u00e0o \u0111\u1eddi th\u01b0\u1eddng ch\u1ee9a nhi\u1ec1u bi\u1ebfn th\u1ec3:<\/p>\n
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T\u1ed1c \u0111\u1ed9:<\/b> Ng\u01b0\u1eddi b\u1ea3n x\u1ee9 n\u00f3i nhanh h\u01a1n 1.5 l\u1ea7n so v\u1edbi t\u1ed1c \u0111\u1ed9 chu\u1ea9n c\u1ee7a AI.<\/p>\n<\/li>\n- \n
Nu\u1ed1t \u00e2m:<\/b> C\u00e1c \u00e2m cu\u1ed1i ho\u1eb7c ph\u1ee5 \u00e2m gh\u00e9p th\u01b0\u1eddng b\u1ecb l\u01b0\u1ee3c b\u1ecf trong h\u1ed9i tho\u1ea1i t\u1ef1 nhi\u00ean.<\/p>\n<\/li>\n- \n
T\u1eeb l\u00f3ng:<\/b> C\u00e1c t\u1eeb ng\u1eef \u0111\u1ecba ph\u01b0\u01a1ng ph\u00e1t sinh li\u00ean t\u1ee5c m\u00e0 d\u1eef li\u1ec7u offline ch\u01b0a k\u1ecbp c\u1eadp nh\u1eadt.<\/p>\n<\/li>\n
<\/li>\n<\/ul>\n
\n<\/span>4. Tai Nghe Phi\u00ean D\u1ecbch Ti\u1ebfng L\u00e0o C\u00f3 C\u1ea7n Internet kh\u00f4ng ?<\/strong><\/span><\/h2>\nTi\u1ebfng L\u00e0o \u0111\u01b0\u1ee3c x\u1ebfp v\u00e0o nh\u00f3m ng\u00f4n ng\u1eef c\u00f3 t\u00e0i nguy\u00ean s\u1ed1 th\u1ea5p (Low-resource languages).<\/p>\n
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D\u1ecbch Online:<\/b> Tai nghe k\u1ebft n\u1ed1i v\u1edbi m\u00e1y ch\u1ee7 \u0111\u00e1m m\u00e2y m\u1ea1nh m\u1ebd, s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI kh\u1ed5ng l\u1ed3 \u0111\u1ec3 \u0111\u1ed1i chi\u1ebfu ng\u1eef c\u1ea3nh. \u0110\u1ed9 ch\u00ednh x\u00e1c cao, hi\u1ec3u \u0111\u01b0\u1ee3c nhi\u1ec1u c\u00e2u ph\u1ee9c t\u1ea1p.<\/p>\n<\/li>\n- \n
D\u1ecbch Offline:<\/b> Ch\u1ec9 s\u1eed d\u1ee5ng c\u00e1c g\u00f3i ng\u00f4n ng\u1eef r\u00fat g\u1ecdn \u0111\u01b0\u1ee3c n\u00e9n trong chip tai nghe. V\u1edbi ti\u1ebfng L\u00e0o, d\u1ecbch offline ch\u1ec9 n\u00ean d\u00f9ng cho c\u00e1c nhu c\u1ea7u c\u01a1 b\u1ea3n nh\u01b0 h\u1ecfi \u0111\u01b0\u1eddng ho\u1eb7c ch\u00e0o h\u1ecfi \u0111\u01a1n gi\u1ea3n.<\/p>\n<\/li>\n- <\/li>\n<\/ul>\n
\n<\/span>5. Vi\u1ec7c d\u1ecbch ti\u1ebfng \u0111\u1ecba ph\u01b0\u01a1ng v\u1edbi tai nghe phi\u00ean d\u1ecbch Ti\u1ebfng L\u00e0o (Vientiane, Pakse, Luang Prabang)<\/strong><\/span><\/h2>\nNhi\u1ec1u kh\u00e1ch h\u00e0ng k\u1ef3 v\u1ecdng tai nghe c\u00f3 th\u1ec3 d\u1ecbch \u0111\u01b0\u1ee3c m\u1ecdi v\u00f9ng mi\u1ec1n. Tuy nhi\u00ean, th\u1ef1c t\u1ebf k\u1ef9 thu\u1eadt cho th\u1ea5y:<\/p>\n
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Gi\u1ecdng Vientiane (Vi\u00eang Ch\u0103n):<\/b> \u0110\u01b0\u1ee3c coi l\u00e0 chu\u1ea9n, AI nh\u1eadn di\u1ec7n t\u1ed1t nh\u1ea5t (\u0111\u1ea1t 90-95%).<\/p>\n<\/li>\n- \n
Gi\u1ecdng mi\u1ec1n Nam (Pakse\/Champasak):<\/b> C\u00f3 \u00e2m \u0111i\u1ec7u n\u1eb7ng h\u01a1n, AI c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c kho\u1ea3ng 70-80%.<\/p>\n<\/li>\n- \n
Gi\u1ecdng v\u00f9ng cao\/Pha ti\u1ebfng d\u00e2n t\u1ed9c:<\/b> \u0110\u00e2y l\u00e0 gi\u1edbi h\u1ea1n hi\u1ec7n t\u1ea1i c\u1ee7a c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u, kh\u00f4ng ri\u00eang g\u00ec s\u1ea3n ph\u1ea9m n\u00e0o.<\/p>\n<\/li>\n<\/ol>\n
Tai nghe phi\u00ean d\u1ecbch ti\u1ebfng L\u00e0o<\/figcaption><\/figure>\n
\n<\/span>6. Ng\u1eef c\u1ea3nh s\u1eed d\u1ee5ng tai nghe phi\u00ean d\u1ecbch ti\u1ebfng L\u00e0o: Khi n\u00e0o n\u00ean v\u00e0 kh\u00f4ng n\u00ean d\u00f9ng?<\/strong><\/span><\/h2>\n\u0110\u1ec3 tr\u00e1nh th\u1ea5t v\u1ecdng, ng\u01b0\u1eddi d\u00f9ng c\u1ea7n x\u00e1c \u0111\u1ecbnh r\u00f5 ranh gi\u1edbi c\u1ee7a thi\u1ebft b\u1ecb:<\/p>\n
<\/p>\n
\n\n\nNg\u1eef c\u1ea3nh n\u00ean d\u00f9ng<\/strong><\/td>\nNg\u1eef c\u1ea3nh n\u00ean th\u1eadn tr\u1ecdng<\/strong><\/td>\n<\/tr>\n<\/thead>\n\n\n| Giao ti\u1ebfp 1-1 trong du l\u1ecbch<\/span><\/td>\n | \u0110\u00e0m ph\u00e1n h\u1ee3p \u0111\u1ed3ng kinh t\u1ebf l\u1edbn<\/span><\/td>\n<\/tr>\n\n| Trao \u0111\u1ed5i c\u00f4ng vi\u1ec7c t\u1ea1i c\u00f4ng tr\u01b0\u1eddng<\/span><\/td>\n | Phi\u00ean t\u00f2a ho\u1eb7c th\u1ee7 t\u1ee5c ph\u00e1p l\u00fd<\/span><\/td>\n<\/tr>\n\n| Mua b\u00e1n, m\u1eb7c c\u1ea3 t\u1ea1i ch\u1ee3<\/span><\/td>\n | H\u1ed9i th\u1ea3o chuy\u00ean ng\u00e0nh y khoa, k\u1ef9 thu\u1eadt chuy\u00ean s\u00e2u<\/span><\/td>\n<\/tr>\n\n| H\u1ecdc giao ti\u1ebfp c\u01a1 b\u1ea3n<\/span><\/td>\n | Giao ti\u1ebfp trong m\u00f4i tr\u01b0\u1eddng qu\u00e1 \u1ed3n \u00e0o (qu\u00e1n bar, v\u0169 tr\u01b0\u1eddng)<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \n<\/span>7. Tai nghe phi\u00ean d\u1ecbch Ti\u1ebfng L\u00e0o chuy\u00ean d\u1ee5ng vs App \u0111i\u1ec7n tho\u1ea1i: T\u1ea1i sao tai nghe v\u1eabn chi\u1ebfm \u01b0u th\u1ebf?<\/strong><\/span><\/h2>\nD\u00f9 c\u00f9ng d\u00f9ng chung m\u1ed9t b\u1ed9 n\u00e3o AI, nh\u01b0ng ph\u1ea7n c\u1ee9ng tai nghe mang l\u1ea1i l\u1ee3i th\u1ebf v\u01b0\u1ee3t tr\u1ed9i:<\/p>\n <\/p>\n
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Kh\u1eed nhi\u1ec5u ch\u1ee7 \u0111\u1ed9ng (ANC):<\/b> Micro c\u1ee7a tai nghe \u0111\u1eb7t s\u00e1t mi\u1ec7ng, l\u1ecdc b\u1ecf ti\u1ebfng \u0111\u1ed9ng c\u01a1, ti\u1ebfng gi\u00f3 t\u1ed1t h\u01a1n micro \u0111i\u1ec7n tho\u1ea1i.<\/p>\n<\/li>\n- \n
H\u1ed9i tho\u1ea1i r\u1ea3nh tay:<\/b> B\u1ea1n c\u00f3 th\u1ec3 v\u1eeba l\u00e0m vi\u1ec7c v\u1eeba nghe d\u1ecbch m\u00e0 kh\u00f4ng c\u1ea7n nh\u00ecn ch\u1eb1m ch\u1eb1m v\u00e0o m\u00e0n h\u00ecnh, t\u1ea1o s\u1ef1 t\u00f4n tr\u1ecdng trong giao ti\u1ebfp.<\/p>\n<\/li>\n- \n
T\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i:<\/b> C\u00e1c d\u00f2ng tai nghe cao c\u1ea5p c\u00f3 chip x\u1eed l\u00fd \u00e2m thanh chuy\u00ean d\u1ee5ng, gi\u1ea3m \u0111\u1ed9 tr\u1ec5 (latency) xu\u1ed1ng d\u01b0\u1edbi 0.5 gi\u00e2y.<\/p>\n<\/li>\n<\/ul>\n \n<\/span>8. K\u1ebft lu\u1eadn: Tai nghe phi\u00ean d\u1ecbch Ti\u1ebfng L\u00e0o l\u00e0 Tr\u1ee3 l\u00fd ng\u00f4n ng\u1eef ch\u1ee9 kh\u00f4ng ph\u1ea3i “V\u1ea1n n\u0103ng”<\/strong><\/span><\/h2>\nTai nghe phi\u00ean d\u1ecbch ti\u1ebfng L\u00e0o l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn v\u0129 \u0111\u1ea1i c\u1ee7a AI, gi\u00fap x\u00f3a b\u1ecf r\u00e0o c\u1ea3n cho nh\u1eefng ng\u01b0\u1eddi \u0111i \u0111\u1ea7u t\u01b0, lao \u0111\u1ed9ng v\u00e0 du l\u1ecbch t\u1ea1i L\u00e0o. Tuy nhi\u00ean, n\u00f3 kh\u00f4ng thay th\u1ebf \u0111\u01b0\u1ee3c s\u1ef1 nh\u1ea1y b\u00e9n v\u0103n h\u00f3a c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n Tai nghe phi\u00ean d\u1ecbch ti\u1ebfng L\u00e0o<\/figcaption><\/figure>\nB\u00ed quy\u1ebft \u0111\u1ec3 d\u00f9ng tai nghe hi\u1ec7u qu\u1ea3 nh\u1ea5t:<\/b><\/p>\n\n- \n
N\u00f3i r\u00f5 r\u00e0ng, t\u1ed1c \u0111\u1ed9 v\u1eeba ph\u1ea3i.<\/p>\n<\/li>\n - \n
S\u1eed d\u1ee5ng c\u00e2u ng\u1eafn, \u0111\u01a1n gi\u1ea3n.<\/p>\n<\/li>\n - \n
Lu\u00f4n \u0111\u1ea3m b\u1ea3o k\u1ebft n\u1ed1i m\u1ea1ng \u1ed5n \u0111\u1ecbnh n\u1ebfu c\u1ea7n d\u1ecbch s\u00e2u.<\/p>\n<\/li>\n<\/ol>","protected":false},"excerpt":{"rendered":" Tai Nghe Phi\u00ean D\u1ecbch Ti\u1ebfng L\u00e0o: Ph\u00e2n T\u00edch C\u00f4ng Ngh\u1ec7 AI & Gi\u1edbi H\u1ea1n Ng\u00f4n Ng\u1eef 2026 B\u1ea1n \u0111ang t\u00ecm ki\u1ebfm m\u1ed9t gi\u1ea3i ph\u00e1p giao ti\u1ebfp t\u1ea1i x\u1ee9 s\u1edf Tri\u1ec7u Voi nh\u01b0ng b\u0103n kho\u0103n li\u1ec7u tai nghe phi\u00ean d\u1ecbch ti\u1ebfng L\u00e0o c\u00f3 th\u1ef1c s\u1ef1 hi\u1ec7u qu\u1ea3? Kh\u00e1c v\u1edbi ti\u1ebfng Anh hay ti\u1ebfng Trung, ti\u1ebfng L\u00e0o…<\/p>","protected":false},"author":1,"featured_media":3503,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,116],"tags":[],"class_list":["post-3501","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","category-tai-nghe-phien-dich"],"_links":{"self":[{"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/posts\/3501","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/comments?post=3501"}],"version-history":[{"count":2,"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/posts\/3501\/revisions"}],"predecessor-version":[{"id":3505,"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/posts\/3501\/revisions\/3505"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/media\/3503"}],"wp:attachment":[{"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/media?parent=3501"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/categories?post=3501"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lingotrans.com.vn\/zh\/wp-json\/wp\/v2\/tags?post=3501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}} | | | | | |