Cohere Transcribe<\/a> is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed for both short clips and long recordings, with support for inputs over 55 minutes.<\/p>\nTest setup<\/h2>\n\n7 audio clips total: 1 sample clip + 6 synthetic clips.<\/li>\nThe synthetic clips were generated with Chatterbox Multilingual<\/a> using one reference voice and language transfer.<\/li>\nEach clip was transcribed with Cohere Transcribe using an explicit language setting (no auto-detect).<\/li>\n<\/ul>\n\n Prompt: Minimal transcription dashboard UI screenshot, audio waveform on the left, transcript text lines on the right, dark background, green accent, clean modern design, high contrast<\/figcaption><\/figure>\nQuick results table<\/h2>\n\n\n\nTest<\/th>\nLanguage<\/th>\nAudio length<\/th>\nWhat it tested<\/th>\nResult snapshot<\/th>\n<\/tr>\n<\/thead>\n\n\n1<\/td>\nEnglish<\/td>\n0:11<\/td>\nClean narration<\/td>\nStrong baseline transcription<\/td>\n<\/tr>\n\n2<\/td>\nEnglish<\/td>\n0:13<\/td>\nNumbers + tracking code<\/td>\nDigits and decimals drifted<\/td>\n<\/tr>\n\n3<\/td>\nEnglish<\/td>\n0:20<\/td>\nEmails + URL + tokens<\/td>\nToken spelling broke down<\/td>\n<\/tr>\n\n4<\/td>\nSpanish<\/td>\n0:11<\/td>\nOrder info + postal code<\/td>\nLarge hallucination chunk<\/td>\n<\/tr>\n\n5<\/td>\nFrench<\/td>\n0:07<\/td>\nMeeting time + room number<\/td>\nClean output, good formatting<\/td>\n<\/tr>\n\n6<\/td>\nJapanese<\/td>\n0:05<\/td>\nShort announcement + code<\/td>\nMeaning preserved, code lost<\/td>\n<\/tr>\n\n7<\/td>\nArabic<\/td>\n0:11<\/td>\nOrder info + tracking code<\/td>\nHeavy distortion in numbers<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\nTranscription outputs<\/h2>\nTest 1 – English sample clip (0:11)<\/h3>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nFinally, there are many small cats including loose pet cats that eat the far more numerous small prey like insects, rodents, lizards and birds.<\/code><\/pre>\nThis clean narration case came back with a readable, well-formed sentence and punctuation.<\/p>\nTest 2 – English with numbers and a tracking code (0:13)<\/h3>\nInput script:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9:05 AM. Total weight 3.7 kilograms. Tracking code Z X dash 9 1 dash Delta.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9005 am. Total weight 327 kilograms. Tracking code ZX-91-DELTA.<\/code><\/pre>\nThe output kept the order ID and tracking pattern, but the time and decimal drifted (9:05 became 9005, 3.7 became 327). This type of mismatch matters in logistics and compliance workflows, so numeric post-validation still helps.<\/p>\nTest 3 – English with an email, URL, and token-like strings (0:20)<\/h3>\nInput script:<\/p>\nEmail support plus wiro at acme dot dev. URL https colon slash slash api dot example dot com slash v1 slash run question mark mode equals fast ampersand retry equals 2. Error code E underscore C O N N underscore R E S E T. Commit seven f three a nine c one.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
Audio:<\/p>\n
<\/audio><\/p>\nTranscription:<\/p>\nFinally, there are many small cats including loose pet cats that eat the far more numerous small prey like insects, rodents, lizards and birds.<\/code><\/pre>\nThis clean narration case came back with a readable, well-formed sentence and punctuation.<\/p>\nTest 2 – English with numbers and a tracking code (0:13)<\/h3>\nInput script:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9:05 AM. Total weight 3.7 kilograms. Tracking code Z X dash 9 1 dash Delta.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9005 am. Total weight 327 kilograms. Tracking code ZX-91-DELTA.<\/code><\/pre>\nThe output kept the order ID and tracking pattern, but the time and decimal drifted (9:05 became 9005, 3.7 became 327). This type of mismatch matters in logistics and compliance workflows, so numeric post-validation still helps.<\/p>\nTest 3 – English with an email, URL, and token-like strings (0:20)<\/h3>\nInput script:<\/p>\nEmail support plus wiro at acme dot dev. URL https colon slash slash api dot example dot com slash v1 slash run question mark mode equals fast ampersand retry equals 2. Error code E underscore C O N N underscore R E S E T. Commit seven f three a nine c one.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
Transcription:<\/p>\n
Finally, there are many small cats including loose pet cats that eat the far more numerous small prey like insects, rodents, lizards and birds.<\/code><\/pre>\nThis clean narration case came back with a readable, well-formed sentence and punctuation.<\/p>\nTest 2 – English with numbers and a tracking code (0:13)<\/h3>\nInput script:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9:05 AM. Total weight 3.7 kilograms. Tracking code Z X dash 9 1 dash Delta.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9005 am. Total weight 327 kilograms. Tracking code ZX-91-DELTA.<\/code><\/pre>\nThe output kept the order ID and tracking pattern, but the time and decimal drifted (9:05 became 9005, 3.7 became 327). This type of mismatch matters in logistics and compliance workflows, so numeric post-validation still helps.<\/p>\nTest 3 – English with an email, URL, and token-like strings (0:20)<\/h3>\nInput script:<\/p>\nEmail support plus wiro at acme dot dev. URL https colon slash slash api dot example dot com slash v1 slash run question mark mode equals fast ampersand retry equals 2. Error code E underscore C O N N underscore R E S E T. Commit seven f three a nine c one.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
This clean narration case came back with a readable, well-formed sentence and punctuation.<\/p>\n
Input script:<\/p>\n
For the shipping audit, order 48219 shipped on February 14 at 9:05 AM. Total weight 3.7 kilograms. Tracking code Z X dash 9 1 dash Delta.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9005 am. Total weight 327 kilograms. Tracking code ZX-91-DELTA.<\/code><\/pre>\nThe output kept the order ID and tracking pattern, but the time and decimal drifted (9:05 became 9005, 3.7 became 327). This type of mismatch matters in logistics and compliance workflows, so numeric post-validation still helps.<\/p>\nTest 3 – English with an email, URL, and token-like strings (0:20)<\/h3>\nInput script:<\/p>\nEmail support plus wiro at acme dot dev. URL https colon slash slash api dot example dot com slash v1 slash run question mark mode equals fast ampersand retry equals 2. Error code E underscore C O N N underscore R E S E T. Commit seven f three a nine c one.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/audio><\/p>\nTranscription:<\/p>\nFor the shipping audit, order 48219 shipped on February 14 at 9005 am. Total weight 327 kilograms. Tracking code ZX-91-DELTA.<\/code><\/pre>\nThe output kept the order ID and tracking pattern, but the time and decimal drifted (9:05 became 9005, 3.7 became 327). This type of mismatch matters in logistics and compliance workflows, so numeric post-validation still helps.<\/p>\nTest 3 – English with an email, URL, and token-like strings (0:20)<\/h3>\nInput script:<\/p>\nEmail support plus wiro at acme dot dev. URL https colon slash slash api dot example dot com slash v1 slash run question mark mode equals fast ampersand retry equals 2. Error code E underscore C O N N underscore R E S E T. Commit seven f three a nine c one.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
For the shipping audit, order 48219 shipped on February 14 at 9005 am. Total weight 327 kilograms. Tracking code ZX-91-DELTA.<\/code><\/pre>\nThe output kept the order ID and tracking pattern, but the time and decimal drifted (9:05 became 9005, 3.7 became 327). This type of mismatch matters in logistics and compliance workflows, so numeric post-validation still helps.<\/p>\nTest 3 – English with an email, URL, and token-like strings (0:20)<\/h3>\nInput script:<\/p>\nEmail support plus wiro at acme dot dev. URL https colon slash slash api dot example dot com slash v1 slash run question mark mode equals fast ampersand retry equals 2. Error code E underscore C O N N underscore R E S E T. Commit seven f three a nine c one.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
The output kept the order ID and tracking pattern, but the time and decimal drifted (9:05 became 9005, 3.7 became 327). This type of mismatch matters in logistics and compliance workflows, so numeric post-validation still helps.<\/p>\n
Email support plus wiro at acme dot dev. URL https colon slash slash api dot example dot com slash v1 slash run question mark mode equals fast ampersand retry equals 2. Error code E underscore C O N N underscore R E S E T. Commit seven f three a nine c one.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/audio><\/p>\nTranscription:<\/p>\nEmail support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
Email support plus wiro at acme.dev. Earls colon slash slash appy.example dot com slash v1 slash run question mark mode equals fast ampersand retry equals two. Error code e underscore con and underscore air e set commit seven f three a nine c one.<\/code><\/pre>\nThis is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\nTest 4 – Spanish order and postal code (0:11)<\/h3>\nInput script:<\/p>\nEl pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
This is the hardest category for most ASR systems: URLs, separators, and spelled-out tokens. The email normalized nicely, but the URL and error token became unstable. For production, it helps to avoid reading URLs aloud and instead use metadata fields or copy-paste paths.<\/p>\n
El pedido numero 1740 llego el martes a las 18 30. El codigo postal es 28013. Gracias por llamar al soporte.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/audio><\/p>\nTranscription:<\/p>\nEl pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
El pelido n\u00famero 1740. Llego el martes a las 18.30. El c\u00f3digo postal es BioChentoCientaERES. Gracias por llamar al soporte.<\/code><\/pre>\nThe overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\nTest 5 – French meeting details (0:07)<\/h3>\nInput script:<\/p>\nLa reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
The overall structure stayed intact, but the postal code segment collapsed into a non-numeric phrase. Since this Spanish clip was generated via cross-language voice transfer, the TTS accent and phonemes may be part of the error pattern.<\/p>\n
La reunion est planifiee pour jeudi a 14 heures 20. Le numero de salle est B 3 1. Merci de confirmer par email.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/audio><\/p>\nTranscription:<\/p>\nLa r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
La r\u00e9union est planifi\u00e9e pour jeudi \u00e0 14h20. Le num\u00e9ro de salle est B31. Merci de confirmer par email.<\/code><\/pre>\nThis was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\nTest 6 – Japanese short announcement + code (0:05)<\/h3>\nInput script:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
This was the cleanest multilingual result in the set: accents, spacing, and compact formatting (14h20, B31) all came through nicely.<\/p>\n
\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306fA 7 \u30c0\u30c3\u30b7\u30e5 K\u3002<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/audio><\/p>\nTranscription:<\/p>\n\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u305d\u308c\u306f\u91cd\u8981\u306a\u304a\u77e5\u3089\u305b\u3067\u3059\u3002\u5834\u6240\u306f\u6e0b\u8c37\u99c5\u306e\u5730\u4e0b\u3067\u3059\u3002\u30b3\u30fc\u30c9\u306f\u30b8\u30d6\u30c0\u30c3\u30b7\u30e5\u6a5f\u3002<\/code><\/pre>\nThe sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\nTest 7 – Arabic order details + tracking code (0:11)<\/h3>\nInput script:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
The sentence content stayed readable, but the alphanumeric code did not survive as letters and digits. Code capture works better as a separate input field or as text on screen with OCR.<\/p>\n
\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 5182 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0629 10 45. \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 A B \u0634\u0631\u0637\u0629 7 2.<\/code><\/pre>\nAudio:<\/p>\n<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
<\/audio><\/p>\nTranscription:<\/p>\n\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
\u062a\u0645 \u0634\u062d\u0646 \u0627\u0644\u0637\u0644\u0628 \u0631\u0642\u0645 \u0647\u0645\u0633\u0647 \u0648\u0633\u062a\u0647 \u0648\u0627\u0631\u0641\u064a\u0646\u0647 \u0648\u0633\u064a\u0646 \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0633\u0627\u0639\u0647 \u0648\u0633\u062a\u0647 \u0648\u062b\u0645\u0627\u0646 \u0648\u0627\u0631\u0641\u064a\u0646 \u0631\u0645\u0632 \u0627\u0644\u062a\u062a\u0628\u0639 \u0647\u0648 \u0627\u0628\u064a \u0634\u0631\u0637\u0647 \u0633\u0641\u0627\u0646 \u0648\u0633\u064a\u0646<\/code><\/pre>\nThe Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\nWhen Cohere Transcribe is a good fit<\/h2>\n\nClean narration, interviews, and meeting notes where readability matters more than exact token spelling.<\/li>\nMultilingual content where the audio source is natural speech (not synthetic voice transfer).<\/li>\nWorkflows that can post-validate numbers (order IDs, totals, timestamps) after transcription.<\/li>\n<\/ul>\nTry it<\/h2>\nRun your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
The Arabic clip produced a fluent-looking sentence, but numbers and letter sequences shifted heavily. For Arabic call center logs, it may help to keep numeric IDs in DTMF or CRM fields rather than spoken aloud.<\/p>\n
Run your own clips with Cohere Transcribe<\/a> and compare how it handles your accents, noise, and domain vocabulary.<\/p>\n","protected":false},"excerpt":{"rendered":"What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
What Cohere Transcribe does Cohere Transcribe is a speech-to-text (ASR) model that converts audio into text in 14 languages. It is designed…<\/p>\n","protected":false},"author":4,"featured_media":2273,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[52],"tags":[101,94,195,196,95,63],"class_list":["post-2274","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-model-reviews","tag-asr","tag-audio","tag-cohere","tag-cohere-transcribe","tag-multilingual","tag-speech-to-text"],"_links":{"self":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/comments?post=2274"}],"version-history":[{"count":1,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions"}],"predecessor-version":[{"id":2520,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/posts\/2274\/revisions\/2520"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media\/2273"}],"wp:attachment":[{"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/media?parent=2274"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/categories?post=2274"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wiro.ai\/blog\/wp-json\/wp\/v2\/tags?post=2274"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
![\"Transcription](\"https:\/\/wiro.ai\/blog\/wp-content\/uploads\/2026\/04\/cohere-transcribe-ui.png\")