{
  "aboutHtml": "<p>Voxtral TTS — matn va ovoz namunasidan aytilgan audio yaratish uchun Mistral AI ning 4B matndan nutqqa modeli. Yaratuvchining model sahifasi 2603 nashrini voxtral-mini-tts-2603 deb belgilaydi, chiqarilgan vaznlar kartasi esa Voxtral 4B TTS 2603 deb nomlangan. Ushbu yozuv Voxtral Small audio tushunish, transkripsiya va keyingi real vaqt kirish modellaridan alohida bo‘lgan shu nutq yaratish reliziga tegishli.</p><p>Ifodali nutq va ovoz moslashi</p><p>Model namuna ovozining pauzalari, ritmi, ohangi, aksenti va hissiy ijrosini qamrash uchun yaratilgan. Ovoz matn qanday eshitilishi kerakligini ko‘rsatuvchi yo‘riq vazifasini bajaradi; yaratuvchining sharhi alohida prosodiya yoki hissiyot teglarini, yoxud namuna yozuvi transkriptini talab qilmaydi. Asl matn nima aytilishini belgilaydi, audio namuna esa ijroni yo‘naltiradi.</p><p>Sharh atigi ikki–uch soniyalik audiodan ovozni moslashtirishni ta’riflaydi. Arxitektura tavsifi besh soniyadan yigirma besh soniyagacha ovoz namunalarini muhokama qiladi. Bu bayonotlar turli doiraga ega: qisqa moslashtirish misoli eng qisqa namunadan foydalanish talabi emas. Yakuniy natijada kerakli uslub va aksentni aks ettiruvchi ravshan nutqni tanlang.</p><p>Chiqarilgan karta yigirmata tayyor ovoz va yangi ovozlarga moslashni o‘z ichiga oladi. Yaratuvchining nutq jarayoni saqlangan ovoz profili yoki bir martalik namuna klipidan foydalanishi mumkin. Profilni saqlash bitta ovoz namunasini alohida nutq so‘rovlarida qayta ishlatishga imkon beradi, bir martalik klip esa joriy vazifaga ovoz namunasini beradi. Profil va yaratilgan yozuv turli artefaktlardir.</p><p>Tillar va tillararo ijro</p><p>Reliz ingliz, fransuz, ispan, nemis, italyan, portugal, niderland, arab va hind tillarini qo‘llab-quvvatlaydi; yaratuvchi lahja farqlari, tillararo ovoz ko‘chirish va tillarni aralashtirishni ta’riflaydi. Eng yaxshi natija uchun nutq qo‘llanmasi namuna tilini matn tiliga moslashni tavsiya qiladi. Tillararo ko‘chirish tayyor matnni boshqa qo‘llab-quvvatlanadigan tilda aytganda namuna aksentini saqlashi mumkin.</p><p>Amaliy bayon vazifasi turli qo‘llab-quvvatlanadigan tillardagi tushuntirish uchun bir xil ovoz uslubidan foydalanishi, har bir matn esa ko‘zlangan tinglovchiga mos tayyorlanishi mumkin. Ovozli yordamchi javobi tahrirlanmagan hujjatni baland o‘qish o‘rniga qisqa suhbat ssenariyidan foydalanishi mumkin. Matndan nutqqa modeli tayyor so‘zlarni ovozga aylantiradi; ularni hosil qiluvchi tarjima yoki javob yozish bosqichi alohida qadamdir.</p><p>Matnni tayyorlash</p><p>Yaratuvchining nutq qo‘llanmasi og‘zaki aytishga mos matnni tavsiya qiladi. Model mumkin bo‘lgan o‘qilishlar orasida tanlamasligi uchun raqamlar va belgilarni aytilishi kerak bo‘lgan shaklda yozing. Raqam miqdor, vaqt yoki identifikator bo‘lishi mumkin; sintezdan oldin kerakli og‘zaki ifodani belgilang. Talaffuz muhim bo‘lsa, qisqartmalarni to‘liq yozing; harflab o‘qish ko‘zlangan bo‘lsa, harflarni ajrating.</p><p>Nutq sifatida aytilmaydigan boy formatlash, emojilar va maxsus belgilardan saqlaning. Ijroga kerakli tinish belgilari va so‘zlar bilan to‘liq gaplar tayyorlang. Qo‘llanma eng yaxshi natija uchun 300 so‘zdan kam topshiriqlarni tavsiya qiladi. Bu e’lon qilingan qat’iy eng katta kirish uzunligi emas, sifat tavsiyasidir.</p><p>Jarayon tushuntirishida harakat va shartni tinglovchi kuzata oladigan gapda yozing. E’londa muhim ma’lumotni ixtiyoriy tafsilotdan oldinga qo‘ying. Ovozli javobda faktik javobni saqlang, faqat ekranga mo‘ljallangan formatlash yoki o‘qilmasligi kerak bo‘lgan manba belgilarini olib tashlang. Bu tayyorgarlik namuna uslubni belgilashidan oldin ssenariyning o‘zini audioga mos qiladi.</p><p>Oqim, chiqish va davomiylik</p><p>Yaratuvchi oddiy va oqimli yetkazishni hujjatlashtiradi hamda ichki yaratishda ikki daqiqagacha audioni ta’riflaydi. Chiqarilgan vaznlar kartasi bir nechta nutq vazifasini tayyorlash uchun paketli inferensiyani ham sanaydi. Xizmatdagi uzunroq yaratishlar bitta ichki bo‘lakni cheksiz deb ko‘rmay, navbatlab birlashtirishdan foydalanadi. Uzunroq bayon uchun yaxlit bo‘limlar tayyorlang va ularning ovoz hamda matn tayyorgarligini davom ettirishni boshqaruvchi yetkazish jarayoniga mos tuting.</p><p>Chiqarilgan karta 24 kHz audioni belgilaydi va WAV, PCM, FLAC, MP3, AAC hamda Opus chiqish formatlarini nomlaydi. Nutq xizmati qo‘llanmasi siqilgan yetkazish uchun MP3, siqilmagan PCM uchun WAV, yo‘qotishsiz siqish uchun FLAC va oqim uchun PCM yoki Opus ni muhokama qiladi. Ulangan jarayon qo‘llab-quvvatlaydigan hamda uning pleyeri yoki qayta ishlash bosqichiga mos formatni tanlang. Format tanlovi va oqim xatti-harakati ovoz moslashining o‘zidan alohidadir.</p><p>Model arxitekturasi va amaliy chegaralar</p><p>E’lon autoregressiv, flow-matching arxitekturasini ta’riflaydi: 3.4B Transformer dekoder asosi, 390 million parametrli akustik Transformer va 300 million parametrli neyron audio kodek. Dekoder semantik mazmunni bashorat qiladi, akustik qism nutq ko‘rinishini yaratadi, kodek esa audioni boshqaradi. Bu qismlar taxminiy 4B model belgisini tushuntiradi; ular qo‘shimcha kirish tillari yoki boshqa javob yaratish modeli emas.</p><p>Amaliy chiqish — tayyor ssenariy va tanlangan ovozga bog‘langan sintez yozuvi yoki audio oqimi. Bir nechta bo‘lim yaratilganda ilova to‘g‘ri materialni saqlashi, ijro etishi yoki yig‘ishi uchun shu bog‘liqliklarni saqlang. Model transkript, semantik qidiruv vektori yoki yangidan yozilgan faktik javob o‘rniga audio yaratadi.</p><p>2603 nutq nashri, qo‘llab-quvvatlanadigan til va namuna uslubini saqlang. O‘qilgan manbalar ichki ikki daqiqalik bayonotni va 300 so‘zdan kam tayyorlash tavsiyasini beradi, ammo alohida qat’iy eng katta matn-belgi chegarasini yoki umumiy birlashtirilgan yozuv davomiyligini belgilamaydi. Tayyor audio artefaktni haqiqiy matn, ovoz va yetkazish talablaridan kelib chiqib belgilang.</p>",
  "aboutText": "Voxtral TTS — matn va ovoz namunasidan aytilgan audio yaratish uchun Mistral AI ning 4B matndan nutqqa modeli. Yaratuvchining model sahifasi 2603 nashrini voxtral-mini-tts-2603 deb belgilaydi, chiqarilgan vaznlar kartasi esa Voxtral 4B TTS 2603 deb nomlangan. Ushbu yozuv Voxtral Small audio tushunish, transkripsiya va keyingi real vaqt kirish modellaridan alohida bo‘lgan shu nutq yaratish reliziga tegishli.\n\nIfodali nutq va ovoz moslashi\n\nModel namuna ovozining pauzalari, ritmi, ohangi, aksenti va hissiy ijrosini qamrash uchun yaratilgan. Ovoz matn qanday eshitilishi kerakligini ko‘rsatuvchi yo‘riq vazifasini bajaradi; yaratuvchining sharhi alohida prosodiya yoki hissiyot teglarini, yoxud namuna yozuvi transkriptini talab qilmaydi. Asl matn nima aytilishini belgilaydi, audio namuna esa ijroni yo‘naltiradi.\n\nSharh atigi ikki–uch soniyalik audiodan ovozni moslashtirishni ta’riflaydi. Arxitektura tavsifi besh soniyadan yigirma besh soniyagacha ovoz namunalarini muhokama qiladi. Bu bayonotlar turli doiraga ega: qisqa moslashtirish misoli eng qisqa namunadan foydalanish talabi emas. Yakuniy natijada kerakli uslub va aksentni aks ettiruvchi ravshan nutqni tanlang.\n\nChiqarilgan karta yigirmata tayyor ovoz va yangi ovozlarga moslashni o‘z ichiga oladi. Yaratuvchining nutq jarayoni saqlangan ovoz profili yoki bir martalik namuna klipidan foydalanishi mumkin. Profilni saqlash bitta ovoz namunasini alohida nutq so‘rovlarida qayta ishlatishga imkon beradi, bir martalik klip esa joriy vazifaga ovoz namunasini beradi. Profil va yaratilgan yozuv turli artefaktlardir.\n\nTillar va tillararo ijro\n\nReliz ingliz, fransuz, ispan, nemis, italyan, portugal, niderland, arab va hind tillarini qo‘llab-quvvatlaydi; yaratuvchi lahja farqlari, tillararo ovoz ko‘chirish va tillarni aralashtirishni ta’riflaydi. Eng yaxshi natija uchun nutq qo‘llanmasi namuna tilini matn tiliga moslashni tavsiya qiladi. Tillararo ko‘chirish tayyor matnni boshqa qo‘llab-quvvatlanadigan tilda aytganda namuna aksentini saqlashi mumkin.\n\nAmaliy bayon vazifasi turli qo‘llab-quvvatlanadigan tillardagi tushuntirish uchun bir xil ovoz uslubidan foydalanishi, har bir matn esa ko‘zlangan tinglovchiga mos tayyorlanishi mumkin. Ovozli yordamchi javobi tahrirlanmagan hujjatni baland o‘qish o‘rniga qisqa suhbat ssenariyidan foydalanishi mumkin. Matndan nutqqa modeli tayyor so‘zlarni ovozga aylantiradi; ularni hosil qiluvchi tarjima yoki javob yozish bosqichi alohida qadamdir.\n\nMatnni tayyorlash\n\nYaratuvchining nutq qo‘llanmasi og‘zaki aytishga mos matnni tavsiya qiladi. Model mumkin bo‘lgan o‘qilishlar orasida tanlamasligi uchun raqamlar va belgilarni aytilishi kerak bo‘lgan shaklda yozing. Raqam miqdor, vaqt yoki identifikator bo‘lishi mumkin; sintezdan oldin kerakli og‘zaki ifodani belgilang. Talaffuz muhim bo‘lsa, qisqartmalarni to‘liq yozing; harflab o‘qish ko‘zlangan bo‘lsa, harflarni ajrating.\n\nNutq sifatida aytilmaydigan boy formatlash, emojilar va maxsus belgilardan saqlaning. Ijroga kerakli tinish belgilari va so‘zlar bilan to‘liq gaplar tayyorlang. Qo‘llanma eng yaxshi natija uchun 300 so‘zdan kam topshiriqlarni tavsiya qiladi. Bu e’lon qilingan qat’iy eng katta kirish uzunligi emas, sifat tavsiyasidir.\n\nJarayon tushuntirishida harakat va shartni tinglovchi kuzata oladigan gapda yozing. E’londa muhim ma’lumotni ixtiyoriy tafsilotdan oldinga qo‘ying. Ovozli javobda faktik javobni saqlang, faqat ekranga mo‘ljallangan formatlash yoki o‘qilmasligi kerak bo‘lgan manba belgilarini olib tashlang. Bu tayyorgarlik namuna uslubni belgilashidan oldin ssenariyning o‘zini audioga mos qiladi.\n\nOqim, chiqish va davomiylik\n\nYaratuvchi oddiy va oqimli yetkazishni hujjatlashtiradi hamda ichki yaratishda ikki daqiqagacha audioni ta’riflaydi. Chiqarilgan vaznlar kartasi bir nechta nutq vazifasini tayyorlash uchun paketli inferensiyani ham sanaydi. Xizmatdagi uzunroq yaratishlar bitta ichki bo‘lakni cheksiz deb ko‘rmay, navbatlab birlashtirishdan foydalanadi. Uzunroq bayon uchun yaxlit bo‘limlar tayyorlang va ularning ovoz hamda matn tayyorgarligini davom ettirishni boshqaruvchi yetkazish jarayoniga mos tuting.\n\nChiqarilgan karta 24 kHz audioni belgilaydi va WAV, PCM, FLAC, MP3, AAC hamda Opus chiqish formatlarini nomlaydi. Nutq xizmati qo‘llanmasi siqilgan yetkazish uchun MP3, siqilmagan PCM uchun WAV, yo‘qotishsiz siqish uchun FLAC va oqim uchun PCM yoki Opus ni muhokama qiladi. Ulangan jarayon qo‘llab-quvvatlaydigan hamda uning pleyeri yoki qayta ishlash bosqichiga mos formatni tanlang. Format tanlovi va oqim xatti-harakati ovoz moslashining o‘zidan alohidadir.\n\nModel arxitekturasi va amaliy chegaralar\n\nE’lon autoregressiv, flow-matching arxitekturasini ta’riflaydi: 3.4B Transformer dekoder asosi, 390 million parametrli akustik Transformer va 300 million parametrli neyron audio kodek. Dekoder semantik mazmunni bashorat qiladi, akustik qism nutq ko‘rinishini yaratadi, kodek esa audioni boshqaradi. Bu qismlar taxminiy 4B model belgisini tushuntiradi; ular qo‘shimcha kirish tillari yoki boshqa javob yaratish modeli emas.\n\nAmaliy chiqish — tayyor ssenariy va tanlangan ovozga bog‘langan sintez yozuvi yoki audio oqimi. Bir nechta bo‘lim yaratilganda ilova to‘g‘ri materialni saqlashi, ijro etishi yoki yig‘ishi uchun shu bog‘liqliklarni saqlang. Model transkript, semantik qidiruv vektori yoki yangidan yozilgan faktik javob o‘rniga audio yaratadi.\n\n2603 nutq nashri, qo‘llab-quvvatlanadigan til va namuna uslubini saqlang. O‘qilgan manbalar ichki ikki daqiqalik bayonotni va 300 so‘zdan kam tayyorlash tavsiyasini beradi, ammo alohida qat’iy eng katta matn-belgi chegarasini yoki umumiy birlashtirilgan yozuv davomiyligini belgilamaydi. Tayyor audio artefaktni haqiqiy matn, ovoz va yetkazish talablaridan kelib chiqib belgilang.",
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">Mistral: Voxtral Mini TTS</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Yopish\">×</button></div><div class=\"idline\"><span>Mistral /</span><code>mistralai/voxtral-mini-tts-2603</code><button type=\"button\" id=\"copy-id\">ID ni nusxalash</button></div><nav class=\"card-jump-nav\" aria-label=\"Model kartochkasi bo‘limlari\"><button type=\"button\" data-card-jump=\"overview\">Boshlash</button><button type=\"button\" data-card-jump=\"methods\">Kirish ma’lumotlari va usullar</button><button type=\"button\" data-card-jump=\"pricing\">Tariflar</button><button type=\"button\" data-card-jump=\"examples\">Namunalar</button><button type=\"button\" data-card-jump=\"results\">Natijalar</button><button type=\"button\" data-card-jump=\"aliases\">Taxalluslar</button></nav><div class=\"card-method-tabs\" role=\"tablist\" aria-label=\"API usullari\"><button type=\"button\" role=\"tab\" tabindex=\"0\" aria-controls=\"card-method-content\" aria-selected=\"true\" id=\"card-method-tab-0\" data-card-method=\"Ultra|speech|/v1/audio/speech|mistralai%2Fvoxtral-mini-tts-2603\">Ovozlashtirish</button></div><div id=\"card-method-content\" role=\"tabpanel\" aria-labelledby=\"card-method-tab-0\"><section class=\"card-section\" data-card-section=\"overview\"><h3 tabindex=\"-1\">Boshlash</h3><p class=\"mdesc-full\">Voxtral TTS — Mistral AI ning to‘qqiz tilda namuna asosidagi ovoz moslashini qo‘llab-quvvatlovchi 4B nutq yaratish modeli. U tayyor matnni ifodali audioga aylantiradi, qayta ishlatiladigan yoki bir martalik ovoz namunalarini hamda oqimni qo‘llab-quvvatlaydi va hujjatlashtirilgan audio formatlarda 24 kHz chiqish yaratadi.</p><dl class=\"card-io\" data-card-io><div><dt>Qabul qilinadigan kirish ma’lumotlari</dt><dd>Matn</dd></div><div><dt>Natijalar</dt><dd>Audio</dd></div></dl><details class=\"card-about\"><summary>Model haqida</summary><p class=\"note-s\" data-model-method-boundary>Bu tavsif model imkoniyatlarini yoritadi. Ailoot da tanlangan usul uchun mavjud kirish, chiqish va parametrlar quyida keltirilgan.</p><div class=\"mabout\" id=\"m-about\"><p>Voxtral TTS — matn va ovoz namunasidan aytilgan audio yaratish uchun Mistral AI ning 4B matndan nutqqa modeli. Yaratuvchining model sahifasi 2603 nashrini voxtral-mini-tts-2603 deb belgilaydi, chiqarilgan vaznlar kartasi esa Voxtral 4B TTS 2603 deb nomlangan. Ushbu yozuv Voxtral Small audio tushunish, transkripsiya va keyingi real vaqt kirish modellaridan alohida bo‘lgan shu nutq yaratish reliziga tegishli.</p><p>Ifodali nutq va ovoz moslashi</p><p>Model namuna ovozining pauzalari, ritmi, ohangi, aksenti va hissiy ijrosini qamrash uchun yaratilgan. Ovoz matn qanday eshitilishi kerakligini ko‘rsatuvchi yo‘riq vazifasini bajaradi; yaratuvchining sharhi alohida prosodiya yoki hissiyot teglarini, yoxud namuna yozuvi transkriptini talab qilmaydi. Asl matn nima aytilishini belgilaydi, audio namuna esa ijroni yo‘naltiradi.</p><p>Sharh atigi ikki–uch soniyalik audiodan ovozni moslashtirishni ta’riflaydi. Arxitektura tavsifi besh soniyadan yigirma besh soniyagacha ovoz namunalarini muhokama qiladi. Bu bayonotlar turli doiraga ega: qisqa moslashtirish misoli eng qisqa namunadan foydalanish talabi emas. Yakuniy natijada kerakli uslub va aksentni aks ettiruvchi ravshan nutqni tanlang.</p><p>Chiqarilgan karta yigirmata tayyor ovoz va yangi ovozlarga moslashni o‘z ichiga oladi. Yaratuvchining nutq jarayoni saqlangan ovoz profili yoki bir martalik namuna klipidan foydalanishi mumkin. Profilni saqlash bitta ovoz namunasini alohida nutq so‘rovlarida qayta ishlatishga imkon beradi, bir martalik klip esa joriy vazifaga ovoz namunasini beradi. Profil va yaratilgan yozuv turli artefaktlardir.</p><p>Tillar va tillararo ijro</p><p>Reliz ingliz, fransuz, ispan, nemis, italyan, portugal, niderland, arab va hind tillarini qo‘llab-quvvatlaydi; yaratuvchi lahja farqlari, tillararo ovoz ko‘chirish va tillarni aralashtirishni ta’riflaydi. Eng yaxshi natija uchun nutq qo‘llanmasi namuna tilini matn tiliga moslashni tavsiya qiladi. Tillararo ko‘chirish tayyor matnni boshqa qo‘llab-quvvatlanadigan tilda aytganda namuna aksentini saqlashi mumkin.</p><p>Amaliy bayon vazifasi turli qo‘llab-quvvatlanadigan tillardagi tushuntirish uchun bir xil ovoz uslubidan foydalanishi, har bir matn esa ko‘zlangan tinglovchiga mos tayyorlanishi mumkin. Ovozli yordamchi javobi tahrirlanmagan hujjatni baland o‘qish o‘rniga qisqa suhbat ssenariyidan foydalanishi mumkin. Matndan nutqqa modeli tayyor so‘zlarni ovozga aylantiradi; ularni hosil qiluvchi tarjima yoki javob yozish bosqichi alohida qadamdir.</p><p>Matnni tayyorlash</p><p>Yaratuvchining nutq qo‘llanmasi og‘zaki aytishga mos matnni tavsiya qiladi. Model mumkin bo‘lgan o‘qilishlar orasida tanlamasligi uchun raqamlar va belgilarni aytilishi kerak bo‘lgan shaklda yozing. Raqam miqdor, vaqt yoki identifikator bo‘lishi mumkin; sintezdan oldin kerakli og‘zaki ifodani belgilang. Talaffuz muhim bo‘lsa, qisqartmalarni to‘liq yozing; harflab o‘qish ko‘zlangan bo‘lsa, harflarni ajrating.</p><p>Nutq sifatida aytilmaydigan boy formatlash, emojilar va maxsus belgilardan saqlaning. Ijroga kerakli tinish belgilari va so‘zlar bilan to‘liq gaplar tayyorlang. Qo‘llanma eng yaxshi natija uchun 300 so‘zdan kam topshiriqlarni tavsiya qiladi. Bu e’lon qilingan qat’iy eng katta kirish uzunligi emas, sifat tavsiyasidir.</p><p>Jarayon tushuntirishida harakat va shartni tinglovchi kuzata oladigan gapda yozing. E’londa muhim ma’lumotni ixtiyoriy tafsilotdan oldinga qo‘ying. Ovozli javobda faktik javobni saqlang, faqat ekranga mo‘ljallangan formatlash yoki o‘qilmasligi kerak bo‘lgan manba belgilarini olib tashlang. Bu tayyorgarlik namuna uslubni belgilashidan oldin ssenariyning o‘zini audioga mos qiladi.</p><p>Oqim, chiqish va davomiylik</p><p>Yaratuvchi oddiy va oqimli yetkazishni hujjatlashtiradi hamda ichki yaratishda ikki daqiqagacha audioni ta’riflaydi. Chiqarilgan vaznlar kartasi bir nechta nutq vazifasini tayyorlash uchun paketli inferensiyani ham sanaydi. Xizmatdagi uzunroq yaratishlar bitta ichki bo‘lakni cheksiz deb ko‘rmay, navbatlab birlashtirishdan foydalanadi. Uzunroq bayon uchun yaxlit bo‘limlar tayyorlang va ularning ovoz hamda matn tayyorgarligini davom ettirishni boshqaruvchi yetkazish jarayoniga mos tuting.</p><p>Chiqarilgan karta 24 kHz audioni belgilaydi va WAV, PCM, FLAC, MP3, AAC hamda Opus chiqish formatlarini nomlaydi. Nutq xizmati qo‘llanmasi siqilgan yetkazish uchun MP3, siqilmagan PCM uchun WAV, yo‘qotishsiz siqish uchun FLAC va oqim uchun PCM yoki Opus ni muhokama qiladi. Ulangan jarayon qo‘llab-quvvatlaydigan hamda uning pleyeri yoki qayta ishlash bosqichiga mos formatni tanlang. Format tanlovi va oqim xatti-harakati ovoz moslashining o‘zidan alohidadir.</p><p>Model arxitekturasi va amaliy chegaralar</p><p>E’lon autoregressiv, flow-matching arxitekturasini ta’riflaydi: 3.4B Transformer dekoder asosi, 390 million parametrli akustik Transformer va 300 million parametrli neyron audio kodek. Dekoder semantik mazmunni bashorat qiladi, akustik qism nutq ko‘rinishini yaratadi, kodek esa audioni boshqaradi. Bu qismlar taxminiy 4B model belgisini tushuntiradi; ular qo‘shimcha kirish tillari yoki boshqa javob yaratish modeli emas.</p><p>Amaliy chiqish — tayyor ssenariy va tanlangan ovozga bog‘langan sintez yozuvi yoki audio oqimi. Bir nechta bo‘lim yaratilganda ilova to‘g‘ri materialni saqlashi, ijro etishi yoki yig‘ishi uchun shu bog‘liqliklarni saqlang. Model transkript, semantik qidiruv vektori yoki yangidan yozilgan faktik javob o‘rniga audio yaratadi.</p><p>2603 nutq nashri, qo‘llab-quvvatlanadigan til va namuna uslubini saqlang. O‘qilgan manbalar ichki ikki daqiqalik bayonotni va 300 so‘zdan kam tayyorlash tavsiyasini beradi, ammo alohida qat’iy eng katta matn-belgi chegarasini yoki umumiy birlashtirilgan yozuv davomiyligini belgilamaydi. Tayyor audio artefaktni haqiqiy matn, ovoz va yetkazish talablaridan kelib chiqib belgilang.</p></div></details></section><section class=\"card-section\" data-card-section=\"methods\"><h3 tabindex=\"-1\">Ailoot da mavjud · kirish ma’lumotlari va usullar</h3><details class=\"card-method\" open><summary><b>Ailoot Ultra · Ovozlashtirish</b> <code>POST /v1/audio/speech</code></summary><dl class=\"method-capabilities\"><div><dt>Kirish</dt><dd><code>text</code></dd></div><div><dt>Chiqish</dt><dd><code>audio</code></dd></div><div><dt>Chiqish formati</dt><dd>mp3</dd></div></dl><div class=\"tw\" data-card-parameters data-typed-parameters><table><thead><tr><th>Maydon</th><th>Tur</th><th>Talab</th><th>Qiymatlar va cheklovlar</th><th>Standart</th></tr></thead><tbody><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">model</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>string</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>mistralai/voxtral-mini-tts-2603</div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">input</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>string</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>Eng kam uzunlik: 1</div><div>Birlik: Unicode belgilari</div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">voice</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>string</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>en_paul_sad, en_paul_neutral, en_paul_happy, en_paul_frustrated, en_paul_excited, en_paul_confident, en_paul_cheerful, en_paul_angry, gb_oliver_neutral, gb_oliver_sad, gb_oliver_excited, gb_oliver_curious, gb_oliver_confident, gb_oliver_cheerful, gb_oliver_angry, gb_jane_sarcasm, gb_jane_confused, gb_jane_shameful, gb_jane_sad, gb_jane_neutral, gb_jane_jealousy, gb_jane_frustrated, gb_jane_curious, gb_jane_confident, fr_marie_sad, fr_marie_neutral, fr_marie_happy, fr_marie_excited, fr_marie_curious, fr_marie_angry</div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr><tr data-parameter-availability=\"source_interface\"><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">response_format</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span><code>string</code></td><td data-cell-label=\"Talab\"><span class=\"card-cell-label\">Talab</span>Majburiy</td><td data-cell-label=\"Qiymatlar va cheklovlar\"><span class=\"card-cell-label\">Qiymatlar va cheklovlar</span><div>mp3</div></td><td data-cell-label=\"Standart\" data-default=\"unspecified\"><span class=\"card-cell-label\">Standart</span>—</td></tr></tbody></table></div><details class=\"card-about\" data-material-combinations><summary>Kirish materiallari birikmalari</summary><p class=\"note-s\"><b>text_to_speech</b> · Majburiy: input</p></details><details class=\"note-s\" data-method-contract><summary>Usul parametrlari va hayot sikli</summary><div class=\"tw\" data-card-table=\"contract\"><table><thead><tr><th>Parametr</th><th>Parametr talablari</th></tr></thead><tbody><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>content_type</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>application/json</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>required</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>model, input, voice, response_format</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>voice_ids</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>en_paul_sad, en_paul_neutral, en_paul_happy, en_paul_frustrated, en_paul_excited, en_paul_confident, en_paul_cheerful, en_paul_angry, gb_oliver_neutral, gb_oliver_sad, gb_oliver_excited, gb_oliver_curious, gb_oliver_confident, gb_oliver_cheerful, gb_oliver_angry, gb_jane_sarcasm, gb_jane_confused, gb_jane_shameful, gb_jane_sad, gb_jane_neutral, gb_jane_jealousy, gb_jane_frustrated, gb_jane_curious, gb_jane_confident, fr_marie_sad, fr_marie_neutral, fr_marie_happy, fr_marie_excited, fr_marie_curious, fr_marie_angry</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>response_format</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>mp3</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>max_input_characters</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>null</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>other_options</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>false</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>input</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>aynan UTF-8 matni; normallashtirmasdan Unicode belgilarini sanash</td></tr><tr><th data-cell-label=\"Parametr\" scope=\"row\"><span class=\"card-cell-label\">Parametr</span><code>material_types</code></th><td data-cell-label=\"Parametr talablari\"><span class=\"card-cell-label\">Parametr talablari</span>text</td></tr></tbody></table></div><p>Hayot sikli: <code>synchronous_result_then_owned_library</code></p><p class=\"note-s\"><code>GET /v1/media/tasks/{task_id}</code> · Amalda qaytarilgan task_id yoki media kutubxonasidagi yozuv</p><p class=\"note-s\"><code>GET /v1/media/assets/{asset_id}/content</code></p><p class=\"note-s\"><code>GET /v1/media/assets</code></p><p class=\"note-s\"><code>GET /v1/media/assets/{asset_id}</code></p><p class=\"note-s\">Shu model profilidan aniq ovozni tanlang.</p><p class=\"note-s\">Kirish belgilari va audio soniyalari — turli hisoblash birliklari.</p></details></details></section><section class=\"card-section\" data-card-section=\"pricing\"><h3 tabindex=\"-1\">Tariflar</h3><div data-native-semantic-method=\"v1\" data-tariff-reference-only><p class=\"note-s\" data-rate-support-note>Tarif ma’lumotlari so‘rov imkoniyatlarini qo‘shmaydi. Qo‘llab-quvvatlanadigan parametrlar tanlangan usulda ko‘rsatilgan.</p><dl data-price-conditions><dt>Tezkor rejim</dt><dd>Ko‘rsatilmagan <span class=\"note-s\">Tezkor rejim tanlanganda</span></dd><dt>Flex rejimi</dt><dd>Ko‘rsatilmagan <span class=\"note-s\">flex rejimi tanlanganda</span></dd><dt>Maksimal fikrlash darajasi</dt><dd>Ko‘rsatilmagan <span class=\"note-s\">Maksimal fikrlash darajasi uchun standart (default) tuzatish qo‘llanganda</span></dd></dl></div><div data-declared-tariff-pricing><h4>Ailoot tariflari</h4><h4>Sozlamalar bo‘yicha narxlar</h4><p class=\"note-s\">Har bir to‘lovni ko‘rsatilgan shartlarga moslang. Har bir muqobil sozlamalar to‘plami uchun bitta tarifdan foydalaning.</p><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Sozlama</th><th>Tariflar jadvali</th><th>To‘lanadigan miqdor</th><th>Hisob birligi</th><th>To‘lov</th></tr></thead><tbody><tr><th data-cell-label=\"Sozlama\" scope=\"row\"><span class=\"card-cell-label\">Sozlama</span>Tokenlar uchun bazaviy tariflar</th><td data-cell-label=\"Tariflar jadvali\"><span class=\"card-cell-label\">Tariflar jadvali</span>Asosiy tarif</td><td data-cell-label=\"To‘lanadigan miqdor\"><span class=\"card-cell-label\">To‘lanadigan miqdor</span>—</td><td data-cell-label=\"Hisob birligi\"><span class=\"card-cell-label\">Hisob birligi</span>—</td><td data-cell-label=\"To‘lov\"><span class=\"card-cell-label\">To‘lov</span><div><span>Kirish · Kirish tokenlari</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Chiqish · Chiqish tokenlari</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshdan o‘qish</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshga yozish</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div><div><span>Kirish · Keshga yozish, 1 soat</span> <b>—</b> <span class=\"price-unit\">/ 1K token</span></div></td></tr><tr><th data-cell-label=\"Sozlama\" scope=\"row\"><span class=\"card-cell-label\">Sozlama</span>Ultra</th><td data-cell-label=\"Tariflar jadvali\"><span class=\"card-cell-label\">Tariflar jadvali</span>—</td><td data-cell-label=\"To‘lanadigan miqdor\"><span class=\"card-cell-label\">To‘lanadigan miqdor</span>Har bir Unicode kod nuqtasi, jumladan Han belgilari, bitta belgi hisoblanadi.</td><td data-cell-label=\"Hisob birligi\"><span class=\"card-cell-label\">Hisob birligi</span>1K kirish belgisi uchun</td><td data-cell-label=\"To‘lov\"><span class=\"card-cell-label\">To‘lov</span><div><span>Kirish · Kirish belgisi</span> <b>$0.032</b> <span class=\"price-unit\">1K kirish belgisi uchun</span></div></td></tr></tbody></table></div></div><div data-declared-reference-pricing><h4>Ma’lumot uchun tarif tafsilotlari</h4><p class=\"note-s\">Modelning ma’lumot jadvallari usul tanlash, narx hisobi yoki to‘lovlarni o‘zgartirmaydi. Amaldagi to‘lovlar tanlangan Ailoot usuli tariflari bo‘yicha hisoblanadi.</p><details class=\"card-price-reference\" data-declared-reference-group data-client-selectable=\"false\"><summary>Mistral: Voxtral Mini TTS</summary><h4>Sozlamalar bo‘yicha narxlar</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Sozlama</th><th>To‘lovni hisoblash shartlari</th><th>To‘lov</th></tr></thead><tbody><tr><th data-cell-label=\"Sozlama\" scope=\"row\"><span class=\"card-cell-label\">Sozlama</span>Mistral: Voxtral Mini TTS · Standart sozlama</th><td data-cell-label=\"To‘lovni hisoblash shartlari\"><span class=\"card-cell-label\">To‘lovni hisoblash shartlari</span>Standart konfiguratsiya</td><td data-cell-label=\"To‘lov\"><span class=\"card-cell-label\">To‘lov</span><div><span>Kirish · Kirish belgilari</span> <b>0,000032 US$</b> <span class=\"price-unit\">kirish belgisi uchun</span></div></td></tr></tbody></table></div></details></div><p class=\"note-s\">Ailoot so‘rovdan oldin taxminiy summani band qiladi. Natijadan keyin o‘lchangan sarf asosidagi yakuniy to‘lovni yechadi. Oqimli javob bo‘yicha yakuniy hisob-kitob yakuniy sarf yozuviga asoslanadi. <a href=\"/docs/uz/billing/reserve/\">Summani band qilish va to‘lovni hisoblash tartibi →</a></p></section><section class=\"card-section\" data-card-section=\"examples\"><h3 tabindex=\"-1\">So‘rov namunalari</h3><h4>Ailoot Ultra · Ovozlashtirish</h4><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Kod variantlari\"><button class=\"cg-tab\" id=\"model-code-1943-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1943-panel-0\" aria-selected=\"true\" tabindex=\"0\">curl</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Kodni nusxalash\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-1943-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1943-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\n: &quot;${AILOOT_VOICE_ID:?Choose an accepted voice ID from this exact model profile}&quot;\nexport AILOOT_VOICE_ID\npython3 - &lt;&lt;&#39;PY_REQUEST&#39;\nimport json,os\nfrom pathlib import Path\np=json.loads(&#39;{&quot;model&quot;: &quot;mistralai/voxtral-mini-tts-2603&quot;, &quot;input&quot;: &quot;Good afternoon! This is a short voice take.&quot;}&#39;)\nvoice=os.environ[&quot;AILOOT_VOICE_ID&quot;]\nallowed=json.loads(&#39;[&quot;en_paul_sad&quot;, &quot;en_paul_neutral&quot;, &quot;en_paul_happy&quot;, &quot;en_paul_frustrated&quot;, &quot;en_paul_excited&quot;, &quot;en_paul_confident&quot;, &quot;en_paul_cheerful&quot;, &quot;en_paul_angry&quot;, &quot;gb_oliver_neutral&quot;, &quot;gb_oliver_sad&quot;, &quot;gb_oliver_excited&quot;, &quot;gb_oliver_curious&quot;, &quot;gb_oliver_confident&quot;, &quot;gb_oliver_cheerful&quot;, &quot;gb_oliver_angry&quot;, &quot;gb_jane_sarcasm&quot;, &quot;gb_jane_confused&quot;, &quot;gb_jane_shameful&quot;, &quot;gb_jane_sad&quot;, &quot;gb_jane_neutral&quot;, &quot;gb_jane_jealousy&quot;, &quot;gb_jane_frustrated&quot;, &quot;gb_jane_curious&quot;, &quot;gb_jane_confident&quot;, &quot;fr_marie_sad&quot;, &quot;fr_marie_neutral&quot;, &quot;fr_marie_happy&quot;, &quot;fr_marie_excited&quot;, &quot;fr_marie_curious&quot;, &quot;fr_marie_angry&quot;]&#39;)\nif voice not in allowed: raise SystemExit(&quot;Choose an accepted voice ID from this exact model profile&quot;)\np[&quot;voice&quot;]=voice\np[&quot;response_format&quot;]=&quot;mp3&quot;\nPath(&quot;request.json&quot;).write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/audio/speech \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -H &#39;Content-Type: application/json&#39; \\\n  --data-binary @request.json -D response-headers.txt -o speech.mp3\n</code></pre></div></div></div></section><section class=\"card-section\" data-card-section=\"results\"><h3 tabindex=\"-1\">Natijalarni olish va saqlash</h3><h4>Ailoot Ultra · Ovozlashtirish</h4><p class=\"note-s\">mp3</p><ul class=\"card-result-paths\"><li><code>GET /v1/media/tasks/{task_id}</code></li><li><code>GET /v1/media/assets/{asset_id}/content</code></li><li><code>GET /v1/media/assets</code></li><li><code>GET /v1/media/assets/{asset_id}</code></li></ul><details class=\"card-about\"><summary>Boshqa kontentni o‘qish</summary><div class=\"code-group\"><div class=\"cg-bar\"><div class=\"cg-tabs\" role=\"tablist\" aria-label=\"Kod variantlari\"><button class=\"cg-tab\" id=\"model-code-1944-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1944-panel-0\" aria-selected=\"true\" tabindex=\"0\">Media kutubxonasi</button><button class=\"cg-tab\" id=\"model-code-1944-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1944-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Vazifa holati</button><button class=\"cg-tab\" id=\"model-code-1944-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1944-panel-2\" aria-selected=\"false\" tabindex=\"-1\">Material tafsilotlari</button></div><div class=\"cg-tools\"><button class=\"cg-btn cg-copy\" type=\"button\" aria-label=\"Kodni nusxalash\"><svg class=\"cp\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><rect x=\"5.25\" y=\"5.25\" width=\"8.5\" height=\"8.5\" rx=\"1.75\"/><path d=\"M10.75 5.25V3.5a1.25 1.25 0 0 0-1.25-1.25H3.5A1.25 1.25 0 0 0 2.25 3.5v6a1.25 1.25 0 0 0 1.25 1.25h1.75\"/></svg><svg class=\"ok\" viewBox=\"0 0 16 16\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.4\"><path d=\"m3 8.5 3.25 3.25L13 5\"/></svg></button></div></div><div class=\"cg-body\"><div class=\"cg-pane\" id=\"model-code-1944-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1944-tab-0\"><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/media/assets \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -o media-assets.json\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-1944-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1944-tab-1\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\n: &quot;${AILOOT_MEDIA_TASK_ID:?Set the actual ID returned by the response or media-library metadata}&quot;\nexport AILOOT_MEDIA_TASK_ID\nresource_id=$(python3 -c &#39;import os,urllib.parse;print(urllib.parse.quote(os.environ[&quot;AILOOT_MEDIA_TASK_ID&quot;],safe=&quot;&quot;))&#39;)\ncurl --fail-with-body --silent --show-error &quot;https://api.ailoot.ai/v1/media/tasks/$resource_id&quot; \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -o media-task.json\npython3 - &lt;&lt;&#39;PY_RESULT&#39;\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(&quot;media-task.json&quot;).read_text())))\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-1944-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-1944-tab-2\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${AILOOT_API_KEY:?Set your Ailoot API key}&quot;\n: &quot;${AILOOT_ASSET_ID:?Set the actual ID returned by the response or media-library metadata}&quot;\nexport AILOOT_ASSET_ID\nresource_id=$(python3 -c &#39;import os,urllib.parse;print(urllib.parse.quote(os.environ[&quot;AILOOT_ASSET_ID&quot;],safe=&quot;&quot;))&#39;)\ncurl --fail-with-body --silent --show-error &quot;https://api.ailoot.ai/v1/media/assets/$resource_id&quot; \\\n  -H &quot;Authorization: Bearer $AILOOT_API_KEY&quot; -o media-asset.json\npython3 - &lt;&lt;&#39;PY_RESULT&#39;\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(&quot;media-asset.json&quot;).read_text())))\nPY_RESULT\n</code></pre></div></div></div></details><div class=\"card-result-process\" data-all-results><h5>Barcha tayyor natijalarni saqlash</h5><p class=\"note-s\">Qaytarilgan har bir to‘liq javob, fayl va kontent qismini saqlang.</p><p class=\"note-s\">To‘liq ikkilik natija va sarlavhalarni saqlang. JSON yoki bir nechta natija qaytarilsa, har bir ma’lumot elementini saqlang va qaytarilgan har bir haqiqiy imzolangan resurs URL manzilidan faylni yuklab oling.</p></div><div class=\"card-result-process\" data-unknown-recovery><h5>Asl javobni tekshirish kerak bo‘lsa</h5><p class=\"note-s\">Ma’lumotlarni solishtirib tekshirish uchun dastlabki operation_id/X-Client-Request-ID ni saqlang va so‘rovni qayta yubormang; audio holatini davriy tekshirish uchun alohida yo‘nalish yo‘q.</p></div><details class=\"card-about\" data-output-fields><summary>Javob maydonlari</summary><div class=\"tw\" data-card-table=\"output\"><table><thead><tr><th>Maydon</th><th>Tur</th></tr></thead><tbody><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">binary audio</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span>bytes</td></tr><tr><th data-cell-label=\"Maydon\" scope=\"row\"><span class=\"card-cell-label\">Maydon</span><code class=\"card-field-name\">response headers</code></th><td data-cell-label=\"Tur\" data-field-type><span class=\"card-cell-label\">Tur</span>headers</td></tr></tbody></table></div></details><details class=\"card-about\" data-method-errors><summary>Xatolar va keyingi qadamlar</summary><div class=\"tw\" data-card-table=\"errors\"><table><thead><tr><th>Javob</th><th>Shart</th><th>Keyingi qadam</th></tr></thead><tbody><tr><th data-cell-label=\"Javob\" scope=\"row\"><span class=\"card-cell-label\">Javob</span>400 · <code>invalid_request_error</code></th><td data-cell-label=\"Shart\"><span class=\"card-cell-label\">Shart</span>Majburiy maydonlar, material ifodasi yoki parametr qiymati noto‘g‘ri</td><td data-cell-label=\"Keyingi qadam\"><span class=\"card-cell-label\">Keyingi qadam</span>Yangi yaratish so‘rovidan oldin ko‘rsatilgan maydonlarni tuzating.</td></tr><tr><th data-cell-label=\"Javob\" scope=\"row\"><span class=\"card-cell-label\">Javob</span><code>server_error</code></th><td data-cell-label=\"Shart\"><span class=\"card-cell-label\">Shart</span>Qaytarilgan javob operatsiya yoki natijani tekshirish kerakligini bildiradi</td><td data-cell-label=\"Keyingi qadam\"><span class=\"card-cell-label\">Keyingi qadam</span>Dastlab qaytarilgan operatsiya/vazifa ID sini, so‘rov sarlavhalarini va javobni saqlang; aynan shu operatsiya uchun qo‘llab-quvvatlanadigan o‘qish so‘rovlarini davom ettiring. Yaratish so‘rovini qayta yubormang.</td></tr></tbody></table></div></details></section><section class=\"card-section\" data-card-section=\"aliases\"><h3 tabindex=\"-1\">Taxalluslar</h3><h4>Model taxalluslari</h4><p class=\"note-s\"><span data-model-alias-route=\"Ultra\"><b>Ailoot Ultra</b> <a href=\"#m=mistralai%2Fvoxtral-mini-tts-2603&amp;route=Ultra&amp;caller=mistralai%2Fvoxtral-mini-tts-2603&amp;fmt=speech\"><code>mistralai/voxtral-mini-tts-2603</code></a></span></p><h4>Usul yo‘llari taxalluslari</h4><p class=\"note-s\">Yuqorida ko‘rsatilgan usul yo‘llaridan foydalaning.</p><h4>Chaqirish uchun tegishli ID lar</h4><p class=\"note-s\"><a href=\"#m=mistralai%2Fvoxtral-mini-tts-2603&amp;route=Ultra&amp;caller=mistralai%2Fvoxtral-mini-tts-2603&amp;fmt=speech\"><code>mistralai/voxtral-mini-tts-2603</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "mistralai/voxtral-mini-tts-2603",
        "fmt": "speech",
        "http": "POST",
        "path": "/v1/audio/speech",
        "request_model_id": "mistralai/voxtral-mini-tts-2603",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|speech|/v1/audio/speech|mistralai%2Fvoxtral-mini-tts-2603",
      "ordinal": 0,
      "rawMethod": {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep the complete binary result and headers. If JSON/multiple outputs are returned, retain every data item and fetch each actual signed asset URL.",
            "errors": [
              {
                "code": null,
                "condition": "Majburiy maydonlar, material ifodasi yoki parametr qiymati noto‘g‘ri",
                "http_status": 400,
                "recovery": "Yangi yaratish so‘rovidan oldin ko‘rsatilgan maydonlarni tuzating.",
                "type": "invalid_request_error"
              },
              {
                "code": null,
                "condition": "Qaytarilgan javob operatsiya yoki natijani tekshirish kerakligini bildiradi",
                "http_status": null,
                "recovery": "Dastlab qaytarilgan operatsiya/vazifa ID sini, so‘rov sarlavhalarini va javobni saqlang; aynan shu operatsiya uchun qo‘llab-quvvatlanadigan o‘qish so‘rovlarini davom ettiring. Yaratish so‘rovini qayta yubormang.",
                "type": "server_error"
              }
            ],
            "hints": [],
            "ignored_fields": [],
            "lifecycle": {
              "all_results": "Follow everyactualreturnedoutputandownedasset; no result is discardedbecauseindex0orcontent_urlalreadyexists.",
              "assets": [
                {
                  "http": "GET",
                  "path": "/v1/media/assets"
                },
                {
                  "http": "GET",
                  "path": "/v1/media/assets/{asset_id}"
                }
              ],
              "content": [
                {
                  "http": "GET",
                  "path": "/v1/media/assets/{asset_id}/content",
                  "url_source": "exact returned signed URL; never construct token"
                }
              ],
              "mode": "synchronous_result_then_owned_library",
              "operation_id_is_not_task_id": true,
              "status": [
                {
                  "http": "GET",
                  "id_source": "actual returned task_id or media library record",
                  "path": "/v1/media/tasks/{task_id}"
                }
              ],
              "unknown": "Ma’lumotlarni solishtirib tekshirish uchun dastlabki operation_id/X-Client-Request-ID ni saqlang va so‘rovni qayta yubormang; audio holatini davriy tekshirish uchun alohida yo‘nalish yo‘q."
            },
            "material_combinations": [
              {
                "content_type": "application/json",
                "mode": "text_to_speech",
                "required": [
                  "input"
                ]
              }
            ],
            "media_library": {
              "asset": {
                "fields": [
                  {
                    "description": null,
                    "name": "asset_id",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "task_id",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "output_key",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "family",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "model",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "method",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "status",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "content_type",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "sha256",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "size_bytes",
                    "type": "integer"
                  },
                  {
                    "description": null,
                    "name": "content_url",
                    "type": "string"
                  }
                ],
                "http": "GET",
                "id_source": "actual returned asset_id",
                "path": "/v1/media/assets/{asset_id}"
              },
              "content": {
                "http": "GET",
                "path": "/v1/media/assets/{asset_id}/content",
                "range_header_supported": true,
                "url_source": "Use exact returned signed content_url including its token; do not construct a token."
              },
              "expired_link": {
                "code": "link_expired",
                "http_status": 404,
                "recovery": "Read the asset again to obtain its refreshed signed content_url, then fetch that URL. Do not regenerate."
              },
              "list": {
                "all_pages": "Follow every returned next_cursor, then select records by their actual task_id/output_key.",
                "http": "GET",
                "output_fields": [
                  {
                    "description": null,
                    "name": "object",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "data",
                    "type": "asset[]"
                  },
                  {
                    "description": null,
                    "name": "next_cursor",
                    "type": "string|null"
                  }
                ],
                "parameters": [
                  {
                    "availability": "source_interface",
                    "default": null,
                    "default_known": false,
                    "enum": null,
                    "enum_known": false,
                    "name": "family",
                    "required": false,
                    "type": "string"
                  },
                  {
                    "availability": "source_interface",
                    "default": null,
                    "default_known": false,
                    "enum": null,
                    "enum_known": false,
                    "name": "cursor",
                    "required": false,
                    "type": "string"
                  },
                  {
                    "availability": "source_interface",
                    "default": 20,
                    "default_known": true,
                    "enum": null,
                    "enum_known": false,
                    "maximum": 100,
                    "minimum": 1,
                    "name": "limit",
                    "required": false,
                    "type": "integer"
                  }
                ],
                "path": "/v1/media/assets"
              },
              "revoke": {
                "http": "DELETE",
                "meaning": "Revokes/deletes the existing owned file; this is not generation cancellation.",
                "path": "/v1/media/assets/{asset_id}",
                "pending_status": "revoking",
                "success_statuses": [
                  202,
                  204
                ]
              },
              "task": {
                "http": "GET",
                "id_source": "actual returned task_id or media library record; operation_id is not task_id",
                "path": "/v1/media/tasks/{task_id}"
              }
            },
            "operation_modes": [
              "text_to_speech"
            ],
            "outputs": {
              "all_results": "To‘liq ikkilik natija va sarlavhalarni saqlang. JSON yoki bir nechta natija qaytarilsa, har bir ma’lumot elementini saqlang va qaytarilgan har bir haqiqiy imzolangan resurs URL manzilidan faylni yuklab oling.",
              "family": "audio",
              "fields": [
                {
                  "description": null,
                  "name": "binary audio",
                  "type": "bytes"
                },
                {
                  "description": null,
                  "name": "response headers",
                  "type": "headers"
                }
              ],
              "format": "mp3",
              "http_success": 200
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mistralai/voxtral-mini-tts-2603"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "limit_known": false,
                "maximum_length": null,
                "min_length": 1,
                "name": "input",
                "required": true,
                "type": "string",
                "unit": "Unicode belgilari"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "en_paul_sad",
                  "en_paul_neutral",
                  "en_paul_happy",
                  "en_paul_frustrated",
                  "en_paul_excited",
                  "en_paul_confident",
                  "en_paul_cheerful",
                  "en_paul_angry",
                  "gb_oliver_neutral",
                  "gb_oliver_sad",
                  "gb_oliver_excited",
                  "gb_oliver_curious",
                  "gb_oliver_confident",
                  "gb_oliver_cheerful",
                  "gb_oliver_angry",
                  "gb_jane_sarcasm",
                  "gb_jane_confused",
                  "gb_jane_shameful",
                  "gb_jane_sad",
                  "gb_jane_neutral",
                  "gb_jane_jealousy",
                  "gb_jane_frustrated",
                  "gb_jane_curious",
                  "gb_jane_confident",
                  "fr_marie_sad",
                  "fr_marie_neutral",
                  "fr_marie_happy",
                  "fr_marie_excited",
                  "fr_marie_curious",
                  "fr_marie_angry"
                ],
                "enum_known": true,
                "name": "voice",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mp3"
                ],
                "enum_known": true,
                "name": "response_format",
                "required": true,
                "type": "string"
              }
            ],
            "profile_binding": "Exact existing Ailoot model and method; interface constraints below do not assert provider qualification.",
            "unsupported": [
              "every field outside exactmodel,input,voice,response_format",
              "stream/speed/reference speech options"
            ]
          },
          "hints": [
            "Shu model profilidan aniq ovozni tanlang.",
            "Kirish belgilari va audio soniyalari — turli hisoblash birliklari."
          ],
          "input": {
            "content_type": "application/json",
            "input": "aynan UTF-8 matni; normallashtirmasdan Unicode belgilarini sanash",
            "material_types": [
              "text"
            ],
            "max_input_characters": null,
            "other_options": false,
            "required": [
              "model",
              "input",
              "voice",
              "response_format"
            ],
            "response_format": [
              "mp3"
            ],
            "voice_ids": [
              "en_paul_sad",
              "en_paul_neutral",
              "en_paul_happy",
              "en_paul_frustrated",
              "en_paul_excited",
              "en_paul_confident",
              "en_paul_cheerful",
              "en_paul_angry",
              "gb_oliver_neutral",
              "gb_oliver_sad",
              "gb_oliver_excited",
              "gb_oliver_curious",
              "gb_oliver_confident",
              "gb_oliver_cheerful",
              "gb_oliver_angry",
              "gb_jane_sarcasm",
              "gb_jane_confused",
              "gb_jane_shameful",
              "gb_jane_sad",
              "gb_jane_neutral",
              "gb_jane_jealousy",
              "gb_jane_frustrated",
              "gb_jane_curious",
              "gb_jane_confident",
              "fr_marie_sad",
              "fr_marie_neutral",
              "fr_marie_happy",
              "fr_marie_excited",
              "fr_marie_curious",
              "fr_marie_angry"
            ]
          },
          "lifecycle": {
            "assets": [
              {
                "http": "GET",
                "path": "/v1/media/assets"
              },
              {
                "http": "GET",
                "path": "/v1/media/assets/{asset_id}"
              }
            ],
            "content": [
              {
                "http": "GET",
                "path": "/v1/media/assets/{asset_id}/content",
                "url_source": "exact returned signed URL; never construct token"
              }
            ],
            "mode": "synchronous_result_then_owned_library",
            "operation_id_is_not_task_id": true,
            "status": [
              {
                "http": "GET",
                "id_source": "Amalda qaytarilgan task_id yoki media kutubxonasidagi yozuv",
                "path": "/v1/media/tasks/{task_id}"
              }
            ],
            "unknown": "Retain original operation_id/X-Client-Request-ID for reconciliation without resubmission; no dedicated audio poll route."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/audio/speech"
          },
          "method_aliases": [],
          "operation_modes": [
            "text_to_speech"
          ],
          "output": {
            "family": "audio",
            "format": "mp3",
            "http_success": 200,
            "response": "full binary MP3 plus response headers",
            "result": "complete playable owned MP3"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "quantity_meter": "utf8.RuneCountInString(validUTF8): one Han codepoint=1; no Han weighting",
              "quoted_unit": "per 1000 input character"
            },
            "label": "Ultra",
            "units": [
              {
                "amount": "0.032000",
                "amount_unit": "usd_per_1000_characters",
                "billing_input": true,
                "estimate_only": false,
                "key": "audio_input_character",
                "label": "input character",
                "native_amount_usd_per_unit": "0.000032",
                "native_quantity": 1,
                "public_unit_label": "per 1000 input character",
                "quantity": "1000",
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_character"
              }
            ]
          }
        ],
        "declared_tariff_references": [
          {
            "client_selectable": false,
            "key": "20ebfeb88167b8c33fea",
            "label": "Mistral: Voxtral Mini TTS",
            "profiles": [
              {
                "basis": "",
                "dimensions": {
                  "conditions": "Standart konfiguratsiya"
                },
                "label": "Mistral: Voxtral Mini TTS · Standart sozlama",
                "units": [
                  {
                    "amount": "0.000032",
                    "amount_unit": "usd_per_exact_physical_unit",
                    "billing_input": false,
                    "key": "3ceae9e888e4cc9cd6e6009e",
                    "label": "Input characters",
                    "public_unit_label": "per input character",
                    "quantity": "1",
                    "rate_role": "declared_tariff_rate",
                    "side": "in",
                    "unit": "input_character"
                  }
                ]
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_VOICE_ID:?Choose an accepted voice ID from this exact model profile}\"\nexport AILOOT_VOICE_ID\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"mistralai/voxtral-mini-tts-2603\", \"input\": \"Good afternoon! This is a short voice take.\"}')\nvoice=os.environ[\"AILOOT_VOICE_ID\"]\nallowed=json.loads('[\"en_paul_sad\", \"en_paul_neutral\", \"en_paul_happy\", \"en_paul_frustrated\", \"en_paul_excited\", \"en_paul_confident\", \"en_paul_cheerful\", \"en_paul_angry\", \"gb_oliver_neutral\", \"gb_oliver_sad\", \"gb_oliver_excited\", \"gb_oliver_curious\", \"gb_oliver_confident\", \"gb_oliver_cheerful\", \"gb_oliver_angry\", \"gb_jane_sarcasm\", \"gb_jane_confused\", \"gb_jane_shameful\", \"gb_jane_sad\", \"gb_jane_neutral\", \"gb_jane_jealousy\", \"gb_jane_frustrated\", \"gb_jane_curious\", \"gb_jane_confident\", \"fr_marie_sad\", \"fr_marie_neutral\", \"fr_marie_happy\", \"fr_marie_excited\", \"fr_marie_curious\", \"fr_marie_angry\"]')\nif voice not in allowed: raise SystemExit(\"Choose an accepted voice ID from this exact model profile\")\np[\"voice\"]=voice\np[\"response_format\"]=\"mp3\"\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/audio/speech \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o speech.mp3\n",
            "label": "curl",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/media/assets \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o media-assets.json\n",
            "label": "List actual media assets",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_MEDIA_TASK_ID:?Set the actual ID returned by the response or media-library metadata}\"\nexport AILOOT_MEDIA_TASK_ID\nresource_id=$(python3 -c 'import os,urllib.parse;print(urllib.parse.quote(os.environ[\"AILOOT_MEDIA_TASK_ID\"],safe=\"\"))')\ncurl --fail-with-body --silent --show-error \"https://api.ailoot.ai/v1/media/tasks/$resource_id\" \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o media-task.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(\"media-task.json\").read_text())))\nPY_RESULT\n",
            "label": "Read actual media task",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_ASSET_ID:?Set the actual ID returned by the response or media-library metadata}\"\nexport AILOOT_ASSET_ID\nresource_id=$(python3 -c 'import os,urllib.parse;print(urllib.parse.quote(os.environ[\"AILOOT_ASSET_ID\"],safe=\"\"))')\ncurl --fail-with-body --silent --show-error \"https://api.ailoot.ai/v1/media/assets/$resource_id\" \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o media-asset.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(\"media-asset.json\").read_text())))\nPY_RESULT\n",
            "label": "Read actual asset metadata",
            "language": "bash"
          }
        ],
        "family": "openai",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "speech",
        "hints": [
          "Select exact voice from this model profile.",
          "Input characters and audio seconds are different meters."
        ],
        "http": "POST",
        "in": null,
        "input": [
          "text"
        ],
        "label": "Озвучка текста",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": null,
        "output": [
          "audio"
        ],
        "path": "/v1/audio/speech",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "per_request",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null,
          "unit_prices": {
            "audio_input_character": 3.2e-05
          }
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "quantity_meter": "utf8.RuneCountInString(validUTF8): one Han codepoint=1; no Han weighting",
              "quoted_unit": "per 1000 input character"
            },
            "label": "Ultra",
            "units": [
              {
                "amount": "0.032000",
                "amount_unit": "usd_per_1000_characters",
                "billing_input": true,
                "estimate_only": false,
                "key": "audio_input_character",
                "label": "input character",
                "native_amount_usd_per_unit": "0.000032",
                "native_quantity": 1,
                "public_unit_label": "per 1000 input character",
                "quantity": "1000",
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_character"
              }
            ]
          }
        ],
        "request_model_id": "mistralai/voxtral-mini-tts-2603",
        "route_label": "Ultra",
        "status_reads": [
          "GET /v1/media/tasks/{task_id}",
          "GET /v1/media/assets/{asset_id}/content"
        ],
        "tiers": [],
        "units": [
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "input_price",
            "label": "Input tokens",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "output_price",
            "label": "Output tokens",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "output_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "out",
            "unit": "output_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_read_price",
            "label": "Cache read",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "cached_input_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "cached_input_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_price",
            "label": "Cache write",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "generic_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "generic_cache_creation_token"
          },
          {
            "amount": null,
            "amount_unit": "usd_per_thousand_tokens",
            "billing_input": true,
            "estimate_only": false,
            "key": "cache_write_1h_price",
            "label": "Cache write, 1 hour",
            "native_amount_usd_per_unit": null,
            "native_quantity": 1,
            "native_unit": "one_hour_cache_creation_token",
            "public_unit_label": "/ 1K tokens",
            "quantity": 1000,
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "one_hour_cache_creation_token"
          },
          {
            "amount": "0.032000",
            "amount_unit": "usd_per_1000_characters",
            "billing_input": true,
            "estimate_only": false,
            "key": "audio_input_character",
            "label": "input character",
            "native_amount_usd_per_unit": "0.000032",
            "native_quantity": 1,
            "public_unit_label": "per 1000 input character",
            "quantity": "1000",
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_character"
          }
        ]
      }
    }
  ],
  "model_id": "mistralai/voxtral-mini-tts-2603",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "2d2ae9af2453ed8725db0967660c07ec724fe24393531c24a260b5964f17419c",
    "input_html_sha256": "33db5b00479871ac482b5458564f6bb546f93e928565234f269c682ce7eb4c50",
    "private_audit_sha256": "f256b598849e32855de06da3f186d3deecb70f29c53007233022539c015baff6",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/uz/mistralai-voxtral-mini-tts-2603/",
    "description": "Voxtral TTS — Mistral AI ning to‘qqiz tilda namuna asosidagi ovoz moslashini qo‘llab-quvvatlovchi 4B nutq yaratish modeli. U tayyor matnni ifodali audioga aylantiradi, qayta ishlatiladigan yoki bir martalik ovoz namunalarini hamda oqimni qo‘llab-quvvatlaydi va hujjatlashtirilgan audio formatlarda 24 kHz chiqish yaratadi.",
    "locale": "uz",
    "md_url": "https://ailoot.ai/models/uz/mistralai-voxtral-mini-tts-2603/index.md",
    "title": "Mistral: Voxtral Mini TTS — Ailoot",
    "url": "https://ailoot.ai/models/uz/mistralai-voxtral-mini-tts-2603/"
  },
  "rawModel": {
    "about": "Voxtral TTS — matn va ovoz namunasidan aytilgan audio yaratish uchun Mistral AI ning 4B matndan nutqqa modeli. Yaratuvchining model sahifasi 2603 nashrini voxtral-mini-tts-2603 deb belgilaydi, chiqarilgan vaznlar kartasi esa Voxtral 4B TTS 2603 deb nomlangan. Ushbu yozuv Voxtral Small audio tushunish, transkripsiya va keyingi real vaqt kirish modellaridan alohida bo‘lgan shu nutq yaratish reliziga tegishli.\n\nIfodali nutq va ovoz moslashi\n\nModel namuna ovozining pauzalari, ritmi, ohangi, aksenti va hissiy ijrosini qamrash uchun yaratilgan. Ovoz matn qanday eshitilishi kerakligini ko‘rsatuvchi yo‘riq vazifasini bajaradi; yaratuvchining sharhi alohida prosodiya yoki hissiyot teglarini, yoxud namuna yozuvi transkriptini talab qilmaydi. Asl matn nima aytilishini belgilaydi, audio namuna esa ijroni yo‘naltiradi.\n\nSharh atigi ikki–uch soniyalik audiodan ovozni moslashtirishni ta’riflaydi. Arxitektura tavsifi besh soniyadan yigirma besh soniyagacha ovoz namunalarini muhokama qiladi. Bu bayonotlar turli doiraga ega: qisqa moslashtirish misoli eng qisqa namunadan foydalanish talabi emas. Yakuniy natijada kerakli uslub va aksentni aks ettiruvchi ravshan nutqni tanlang.\n\nChiqarilgan karta yigirmata tayyor ovoz va yangi ovozlarga moslashni o‘z ichiga oladi. Yaratuvchining nutq jarayoni saqlangan ovoz profili yoki bir martalik namuna klipidan foydalanishi mumkin. Profilni saqlash bitta ovoz namunasini alohida nutq so‘rovlarida qayta ishlatishga imkon beradi, bir martalik klip esa joriy vazifaga ovoz namunasini beradi. Profil va yaratilgan yozuv turli artefaktlardir.\n\nTillar va tillararo ijro\n\nReliz ingliz, fransuz, ispan, nemis, italyan, portugal, niderland, arab va hind tillarini qo‘llab-quvvatlaydi; yaratuvchi lahja farqlari, tillararo ovoz ko‘chirish va tillarni aralashtirishni ta’riflaydi. Eng yaxshi natija uchun nutq qo‘llanmasi namuna tilini matn tiliga moslashni tavsiya qiladi. Tillararo ko‘chirish tayyor matnni boshqa qo‘llab-quvvatlanadigan tilda aytganda namuna aksentini saqlashi mumkin.\n\nAmaliy bayon vazifasi turli qo‘llab-quvvatlanadigan tillardagi tushuntirish uchun bir xil ovoz uslubidan foydalanishi, har bir matn esa ko‘zlangan tinglovchiga mos tayyorlanishi mumkin. Ovozli yordamchi javobi tahrirlanmagan hujjatni baland o‘qish o‘rniga qisqa suhbat ssenariyidan foydalanishi mumkin. Matndan nutqqa modeli tayyor so‘zlarni ovozga aylantiradi; ularni hosil qiluvchi tarjima yoki javob yozish bosqichi alohida qadamdir.\n\nMatnni tayyorlash\n\nYaratuvchining nutq qo‘llanmasi og‘zaki aytishga mos matnni tavsiya qiladi. Model mumkin bo‘lgan o‘qilishlar orasida tanlamasligi uchun raqamlar va belgilarni aytilishi kerak bo‘lgan shaklda yozing. Raqam miqdor, vaqt yoki identifikator bo‘lishi mumkin; sintezdan oldin kerakli og‘zaki ifodani belgilang. Talaffuz muhim bo‘lsa, qisqartmalarni to‘liq yozing; harflab o‘qish ko‘zlangan bo‘lsa, harflarni ajrating.\n\nNutq sifatida aytilmaydigan boy formatlash, emojilar va maxsus belgilardan saqlaning. Ijroga kerakli tinish belgilari va so‘zlar bilan to‘liq gaplar tayyorlang. Qo‘llanma eng yaxshi natija uchun 300 so‘zdan kam topshiriqlarni tavsiya qiladi. Bu e’lon qilingan qat’iy eng katta kirish uzunligi emas, sifat tavsiyasidir.\n\nJarayon tushuntirishida harakat va shartni tinglovchi kuzata oladigan gapda yozing. E’londa muhim ma’lumotni ixtiyoriy tafsilotdan oldinga qo‘ying. Ovozli javobda faktik javobni saqlang, faqat ekranga mo‘ljallangan formatlash yoki o‘qilmasligi kerak bo‘lgan manba belgilarini olib tashlang. Bu tayyorgarlik namuna uslubni belgilashidan oldin ssenariyning o‘zini audioga mos qiladi.\n\nOqim, chiqish va davomiylik\n\nYaratuvchi oddiy va oqimli yetkazishni hujjatlashtiradi hamda ichki yaratishda ikki daqiqagacha audioni ta’riflaydi. Chiqarilgan vaznlar kartasi bir nechta nutq vazifasini tayyorlash uchun paketli inferensiyani ham sanaydi. Xizmatdagi uzunroq yaratishlar bitta ichki bo‘lakni cheksiz deb ko‘rmay, navbatlab birlashtirishdan foydalanadi. Uzunroq bayon uchun yaxlit bo‘limlar tayyorlang va ularning ovoz hamda matn tayyorgarligini davom ettirishni boshqaruvchi yetkazish jarayoniga mos tuting.\n\nChiqarilgan karta 24 kHz audioni belgilaydi va WAV, PCM, FLAC, MP3, AAC hamda Opus chiqish formatlarini nomlaydi. Nutq xizmati qo‘llanmasi siqilgan yetkazish uchun MP3, siqilmagan PCM uchun WAV, yo‘qotishsiz siqish uchun FLAC va oqim uchun PCM yoki Opus ni muhokama qiladi. Ulangan jarayon qo‘llab-quvvatlaydigan hamda uning pleyeri yoki qayta ishlash bosqichiga mos formatni tanlang. Format tanlovi va oqim xatti-harakati ovoz moslashining o‘zidan alohidadir.\n\nModel arxitekturasi va amaliy chegaralar\n\nE’lon autoregressiv, flow-matching arxitekturasini ta’riflaydi: 3.4B Transformer dekoder asosi, 390 million parametrli akustik Transformer va 300 million parametrli neyron audio kodek. Dekoder semantik mazmunni bashorat qiladi, akustik qism nutq ko‘rinishini yaratadi, kodek esa audioni boshqaradi. Bu qismlar taxminiy 4B model belgisini tushuntiradi; ular qo‘shimcha kirish tillari yoki boshqa javob yaratish modeli emas.\n\nAmaliy chiqish — tayyor ssenariy va tanlangan ovozga bog‘langan sintez yozuvi yoki audio oqimi. Bir nechta bo‘lim yaratilganda ilova to‘g‘ri materialni saqlashi, ijro etishi yoki yig‘ishi uchun shu bog‘liqliklarni saqlang. Model transkript, semantik qidiruv vektori yoki yangidan yozilgan faktik javob o‘rniga audio yaratadi.\n\n2603 nutq nashri, qo‘llab-quvvatlanadigan til va namuna uslubini saqlang. O‘qilgan manbalar ichki ikki daqiqalik bayonotni va 300 so‘zdan kam tayyorlash tavsiyasini beradi, ammo alohida qat’iy eng katta matn-belgi chegarasini yoki umumiy birlashtirilgan yozuv davomiyligini belgilamaydi. Tayyor audio artefaktni haqiqiy matn, ovoz va yetkazish talablaridan kelib chiqib belgilang.",
    "alias_of": null,
    "aliases": [],
    "author": "Mistral",
    "available": null,
    "canonical_model": "mistralai/voxtral-mini-tts-2603",
    "capabilities": {
      "context_length": 4096,
      "manufacturer_input": [
        "text"
      ],
      "manufacturer_output": [
        "speech"
      ]
    },
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.032000",
            "amount_unit": "usd_per_1000_characters",
            "billing_input": true,
            "estimate_only": false,
            "key": "audio_input_character",
            "label": "input character",
            "native_amount_usd_per_unit": "0.000032",
            "native_quantity": 1,
            "public_unit_label": "per 1000 input character",
            "quantity": "1000",
            "quantity_is_estimate": false,
            "rate_role": "typed_native_retail_rate",
            "side": "in",
            "unit": "input_character"
          }
        ],
        "summary": "Konfiguratsiya narxlari tafsilotlarda to‘liq ko‘rsatilgan."
      }
    ],
    "ctx": null,
    "entity_type": "model",
    "formats": [
      "speech"
    ],
    "id": "mistralai/voxtral-mini-tts-2603",
    "input": [
      "text"
    ],
    "kind": "speech",
    "max_out": null,
    "methods": [
      {
        "available": null,
        "cache_read": null,
        "cache_write": null,
        "cache_write_1h": null,
        "contract": {
          "data": {
            "all_results": "Keep the complete binary result and headers. If JSON/multiple outputs are returned, retain every data item and fetch each actual signed asset URL.",
            "errors": [
              {
                "code": null,
                "condition": "Majburiy maydonlar, material ifodasi yoki parametr qiymati noto‘g‘ri",
                "http_status": 400,
                "recovery": "Yangi yaratish so‘rovidan oldin ko‘rsatilgan maydonlarni tuzating.",
                "type": "invalid_request_error"
              },
              {
                "code": null,
                "condition": "Qaytarilgan javob operatsiya yoki natijani tekshirish kerakligini bildiradi",
                "http_status": null,
                "recovery": "Dastlab qaytarilgan operatsiya/vazifa ID sini, so‘rov sarlavhalarini va javobni saqlang; aynan shu operatsiya uchun qo‘llab-quvvatlanadigan o‘qish so‘rovlarini davom ettiring. Yaratish so‘rovini qayta yubormang.",
                "type": "server_error"
              }
            ],
            "hints": [],
            "ignored_fields": [],
            "lifecycle": {
              "all_results": "Follow everyactualreturnedoutputandownedasset; no result is discardedbecauseindex0orcontent_urlalreadyexists.",
              "assets": [
                {
                  "http": "GET",
                  "path": "/v1/media/assets"
                },
                {
                  "http": "GET",
                  "path": "/v1/media/assets/{asset_id}"
                }
              ],
              "content": [
                {
                  "http": "GET",
                  "path": "/v1/media/assets/{asset_id}/content",
                  "url_source": "exact returned signed URL; never construct token"
                }
              ],
              "mode": "synchronous_result_then_owned_library",
              "operation_id_is_not_task_id": true,
              "status": [
                {
                  "http": "GET",
                  "id_source": "actual returned task_id or media library record",
                  "path": "/v1/media/tasks/{task_id}"
                }
              ],
              "unknown": "Ma’lumotlarni solishtirib tekshirish uchun dastlabki operation_id/X-Client-Request-ID ni saqlang va so‘rovni qayta yubormang; audio holatini davriy tekshirish uchun alohida yo‘nalish yo‘q."
            },
            "material_combinations": [
              {
                "content_type": "application/json",
                "mode": "text_to_speech",
                "required": [
                  "input"
                ]
              }
            ],
            "media_library": {
              "asset": {
                "fields": [
                  {
                    "description": null,
                    "name": "asset_id",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "task_id",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "output_key",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "family",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "model",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "method",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "status",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "content_type",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "sha256",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "size_bytes",
                    "type": "integer"
                  },
                  {
                    "description": null,
                    "name": "content_url",
                    "type": "string"
                  }
                ],
                "http": "GET",
                "id_source": "actual returned asset_id",
                "path": "/v1/media/assets/{asset_id}"
              },
              "content": {
                "http": "GET",
                "path": "/v1/media/assets/{asset_id}/content",
                "range_header_supported": true,
                "url_source": "Use exact returned signed content_url including its token; do not construct a token."
              },
              "expired_link": {
                "code": "link_expired",
                "http_status": 404,
                "recovery": "Read the asset again to obtain its refreshed signed content_url, then fetch that URL. Do not regenerate."
              },
              "list": {
                "all_pages": "Follow every returned next_cursor, then select records by their actual task_id/output_key.",
                "http": "GET",
                "output_fields": [
                  {
                    "description": null,
                    "name": "object",
                    "type": "string"
                  },
                  {
                    "description": null,
                    "name": "data",
                    "type": "asset[]"
                  },
                  {
                    "description": null,
                    "name": "next_cursor",
                    "type": "string|null"
                  }
                ],
                "parameters": [
                  {
                    "availability": "source_interface",
                    "default": null,
                    "default_known": false,
                    "enum": null,
                    "enum_known": false,
                    "name": "family",
                    "required": false,
                    "type": "string"
                  },
                  {
                    "availability": "source_interface",
                    "default": null,
                    "default_known": false,
                    "enum": null,
                    "enum_known": false,
                    "name": "cursor",
                    "required": false,
                    "type": "string"
                  },
                  {
                    "availability": "source_interface",
                    "default": 20,
                    "default_known": true,
                    "enum": null,
                    "enum_known": false,
                    "maximum": 100,
                    "minimum": 1,
                    "name": "limit",
                    "required": false,
                    "type": "integer"
                  }
                ],
                "path": "/v1/media/assets"
              },
              "revoke": {
                "http": "DELETE",
                "meaning": "Revokes/deletes the existing owned file; this is not generation cancellation.",
                "path": "/v1/media/assets/{asset_id}",
                "pending_status": "revoking",
                "success_statuses": [
                  202,
                  204
                ]
              },
              "task": {
                "http": "GET",
                "id_source": "actual returned task_id or media library record; operation_id is not task_id",
                "path": "/v1/media/tasks/{task_id}"
              }
            },
            "operation_modes": [
              "text_to_speech"
            ],
            "outputs": {
              "all_results": "To‘liq ikkilik natija va sarlavhalarni saqlang. JSON yoki bir nechta natija qaytarilsa, har bir ma’lumot elementini saqlang va qaytarilgan har bir haqiqiy imzolangan resurs URL manzilidan faylni yuklab oling.",
              "family": "audio",
              "fields": [
                {
                  "description": null,
                  "name": "binary audio",
                  "type": "bytes"
                },
                {
                  "description": null,
                  "name": "response headers",
                  "type": "headers"
                }
              ],
              "format": "mp3",
              "http_success": 200
            },
            "parameters": [
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mistralai/voxtral-mini-tts-2603"
                ],
                "enum_known": true,
                "name": "model",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": null,
                "enum_known": false,
                "limit_known": false,
                "maximum_length": null,
                "min_length": 1,
                "name": "input",
                "required": true,
                "type": "string",
                "unit": "Unicode belgilari"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "en_paul_sad",
                  "en_paul_neutral",
                  "en_paul_happy",
                  "en_paul_frustrated",
                  "en_paul_excited",
                  "en_paul_confident",
                  "en_paul_cheerful",
                  "en_paul_angry",
                  "gb_oliver_neutral",
                  "gb_oliver_sad",
                  "gb_oliver_excited",
                  "gb_oliver_curious",
                  "gb_oliver_confident",
                  "gb_oliver_cheerful",
                  "gb_oliver_angry",
                  "gb_jane_sarcasm",
                  "gb_jane_confused",
                  "gb_jane_shameful",
                  "gb_jane_sad",
                  "gb_jane_neutral",
                  "gb_jane_jealousy",
                  "gb_jane_frustrated",
                  "gb_jane_curious",
                  "gb_jane_confident",
                  "fr_marie_sad",
                  "fr_marie_neutral",
                  "fr_marie_happy",
                  "fr_marie_excited",
                  "fr_marie_curious",
                  "fr_marie_angry"
                ],
                "enum_known": true,
                "name": "voice",
                "required": true,
                "type": "string"
              },
              {
                "availability": "source_interface",
                "default": null,
                "default_known": false,
                "enum": [
                  "mp3"
                ],
                "enum_known": true,
                "name": "response_format",
                "required": true,
                "type": "string"
              }
            ],
            "profile_binding": "Exact existing Ailoot model and method; interface constraints below do not assert provider qualification.",
            "unsupported": [
              "every field outside exactmodel,input,voice,response_format",
              "stream/speed/reference speech options"
            ]
          },
          "hints": [
            "Shu model profilidan aniq ovozni tanlang.",
            "Kirish belgilari va audio soniyalari — turli hisoblash birliklari."
          ],
          "input": {
            "content_type": "application/json",
            "input": "aynan UTF-8 matni; normallashtirmasdan Unicode belgilarini sanash",
            "material_types": [
              "text"
            ],
            "max_input_characters": null,
            "other_options": false,
            "required": [
              "model",
              "input",
              "voice",
              "response_format"
            ],
            "response_format": [
              "mp3"
            ],
            "voice_ids": [
              "en_paul_sad",
              "en_paul_neutral",
              "en_paul_happy",
              "en_paul_frustrated",
              "en_paul_excited",
              "en_paul_confident",
              "en_paul_cheerful",
              "en_paul_angry",
              "gb_oliver_neutral",
              "gb_oliver_sad",
              "gb_oliver_excited",
              "gb_oliver_curious",
              "gb_oliver_confident",
              "gb_oliver_cheerful",
              "gb_oliver_angry",
              "gb_jane_sarcasm",
              "gb_jane_confused",
              "gb_jane_shameful",
              "gb_jane_sad",
              "gb_jane_neutral",
              "gb_jane_jealousy",
              "gb_jane_frustrated",
              "gb_jane_curious",
              "gb_jane_confident",
              "fr_marie_sad",
              "fr_marie_neutral",
              "fr_marie_happy",
              "fr_marie_excited",
              "fr_marie_curious",
              "fr_marie_angry"
            ]
          },
          "lifecycle": {
            "assets": [
              {
                "http": "GET",
                "path": "/v1/media/assets"
              },
              {
                "http": "GET",
                "path": "/v1/media/assets/{asset_id}"
              }
            ],
            "content": [
              {
                "http": "GET",
                "path": "/v1/media/assets/{asset_id}/content",
                "url_source": "exact returned signed URL; never construct token"
              }
            ],
            "mode": "synchronous_result_then_owned_library",
            "operation_id_is_not_task_id": true,
            "status": [
              {
                "http": "GET",
                "id_source": "Amalda qaytarilgan task_id yoki media kutubxonasidagi yozuv",
                "path": "/v1/media/tasks/{task_id}"
              }
            ],
            "unknown": "Retain original operation_id/X-Client-Request-ID for reconciliation without resubmission; no dedicated audio poll route."
          },
          "manufacturer_capability": null,
          "method": {
            "http": "POST",
            "path": "/v1/audio/speech"
          },
          "method_aliases": [],
          "operation_modes": [
            "text_to_speech"
          ],
          "output": {
            "family": "audio",
            "format": "mp3",
            "http_success": 200,
            "response": "full binary MP3 plus response headers",
            "result": "complete playable owned MP3"
          }
        },
        "ctx": null,
        "declared_pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "generic_cache_creation_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_1h_price",
                "label": "Cache write, 1 hour",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "one_hour_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "one_hour_cache_creation_token"
              }
            ]
          },
          {
            "dimensions": {
              "quantity_meter": "utf8.RuneCountInString(validUTF8): one Han codepoint=1; no Han weighting",
              "quoted_unit": "per 1000 input character"
            },
            "label": "Ultra",
            "units": [
              {
                "amount": "0.032000",
                "amount_unit": "usd_per_1000_characters",
                "billing_input": true,
                "estimate_only": false,
                "key": "audio_input_character",
                "label": "input character",
                "native_amount_usd_per_unit": "0.000032",
                "native_quantity": 1,
                "public_unit_label": "per 1000 input character",
                "quantity": "1000",
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_character"
              }
            ]
          }
        ],
        "declared_tariff_references": [
          {
            "client_selectable": false,
            "key": "20ebfeb88167b8c33fea",
            "label": "Mistral: Voxtral Mini TTS",
            "profiles": [
              {
                "basis": "",
                "dimensions": {
                  "conditions": "Standart konfiguratsiya"
                },
                "label": "Mistral: Voxtral Mini TTS · Standart sozlama",
                "units": [
                  {
                    "amount": "0.000032",
                    "amount_unit": "usd_per_exact_physical_unit",
                    "billing_input": false,
                    "key": "3ceae9e888e4cc9cd6e6009e",
                    "label": "Input characters",
                    "public_unit_label": "per input character",
                    "quantity": "1",
                    "rate_role": "declared_tariff_rate",
                    "side": "in",
                    "unit": "input_character"
                  }
                ]
              }
            ]
          }
        ],
        "examples": [
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_VOICE_ID:?Choose an accepted voice ID from this exact model profile}\"\nexport AILOOT_VOICE_ID\npython3 - <<'PY_REQUEST'\nimport json,os\nfrom pathlib import Path\np=json.loads('{\"model\": \"mistralai/voxtral-mini-tts-2603\", \"input\": \"Good afternoon! This is a short voice take.\"}')\nvoice=os.environ[\"AILOOT_VOICE_ID\"]\nallowed=json.loads('[\"en_paul_sad\", \"en_paul_neutral\", \"en_paul_happy\", \"en_paul_frustrated\", \"en_paul_excited\", \"en_paul_confident\", \"en_paul_cheerful\", \"en_paul_angry\", \"gb_oliver_neutral\", \"gb_oliver_sad\", \"gb_oliver_excited\", \"gb_oliver_curious\", \"gb_oliver_confident\", \"gb_oliver_cheerful\", \"gb_oliver_angry\", \"gb_jane_sarcasm\", \"gb_jane_confused\", \"gb_jane_shameful\", \"gb_jane_sad\", \"gb_jane_neutral\", \"gb_jane_jealousy\", \"gb_jane_frustrated\", \"gb_jane_curious\", \"gb_jane_confident\", \"fr_marie_sad\", \"fr_marie_neutral\", \"fr_marie_happy\", \"fr_marie_excited\", \"fr_marie_curious\", \"fr_marie_angry\"]')\nif voice not in allowed: raise SystemExit(\"Choose an accepted voice ID from this exact model profile\")\np[\"voice\"]=voice\np[\"response_format\"]=\"mp3\"\nPath(\"request.json\").write_text(json.dumps(p,ensure_ascii=False))\nPY_REQUEST\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/audio/speech \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -H 'Content-Type: application/json' \\\n  --data-binary @request.json -D response-headers.txt -o speech.mp3\n",
            "label": "curl",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\ncurl --fail-with-body --silent --show-error https://api.ailoot.ai/v1/media/assets \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o media-assets.json\n",
            "label": "List actual media assets",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_MEDIA_TASK_ID:?Set the actual ID returned by the response or media-library metadata}\"\nexport AILOOT_MEDIA_TASK_ID\nresource_id=$(python3 -c 'import os,urllib.parse;print(urllib.parse.quote(os.environ[\"AILOOT_MEDIA_TASK_ID\"],safe=\"\"))')\ncurl --fail-with-body --silent --show-error \"https://api.ailoot.ai/v1/media/tasks/$resource_id\" \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o media-task.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(\"media-task.json\").read_text())))\nPY_RESULT\n",
            "label": "Read actual media task",
            "language": "bash"
          },
          {
            "code": "set -eu\n: \"${AILOOT_API_KEY:?Set your Ailoot API key}\"\n: \"${AILOOT_ASSET_ID:?Set the actual ID returned by the response or media-library metadata}\"\nexport AILOOT_ASSET_ID\nresource_id=$(python3 -c 'import os,urllib.parse;print(urllib.parse.quote(os.environ[\"AILOOT_ASSET_ID\"],safe=\"\"))')\ncurl --fail-with-body --silent --show-error \"https://api.ailoot.ai/v1/media/assets/$resource_id\" \\\n  -H \"Authorization: Bearer $AILOOT_API_KEY\" -o media-asset.json\npython3 - <<'PY_RESULT'\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(\"media-asset.json\").read_text())))\nPY_RESULT\n",
            "label": "Read actual asset metadata",
            "language": "bash"
          }
        ],
        "family": "openai",
        "fast_multiplier": null,
        "flex_multiplier": null,
        "fmt": "speech",
        "hints": [
          "Select exact voice from this model profile.",
          "Input characters and audio seconds are different meters."
        ],
        "http": "POST",
        "in": null,
        "input": [
          "text"
        ],
        "label": "Озвучка текста",
        "max_out": null,
        "max_reasoning_effort_multiplier": null,
        "method_aliases": [],
        "out": null,
        "output": [
          "audio"
        ],
        "path": "/v1/audio/speech",
        "price_conditions": [
          {
            "label": "Fast mode",
            "value": "Not specified",
            "when": "When fast mode is selected"
          },
          {
            "label": "Flex mode",
            "value": "Not specified",
            "when": "When flex mode is selected"
          },
          {
            "label": "Maximum reasoning effort",
            "value": "Not specified",
            "when": "When maximum reasoning effort uses the default adjustment"
          }
        ],
        "pricing": {
          "billing_mode": "per_request",
          "image_input_price": null,
          "image_output_price": null,
          "per_request_price": null,
          "unit_prices": {
            "audio_input_character": 3.2e-05
          }
        },
        "pricing_profiles": [
          {
            "dimensions": {
              "regime": "base"
            },
            "label": "Base token rates",
            "units": [
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "input_price",
                "label": "Input tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "output_price",
                "label": "Output tokens",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "output_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "out",
                "unit": "output_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_read_price",
                "label": "Cache read",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "cached_input_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
                "quantity_is_estimate": false,
                "rate_role": "typed_native_retail_rate",
                "side": "in",
                "unit": "cached_input_token"
              },
              {
                "amount": null,
                "amount_unit": "usd_per_thousand_tokens",
                "billing_input": true,
                "estimate_only": false,
                "key": "cache_write_price",
                "label": "Cache write",
                "native_amount_usd_per_unit": null,
                "native_quantity": 1,
                "native_unit": "generic_cache_creation_token",
                "public_unit_label": "/ 1K tokens",
                "quantity": 1000,
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    "short": "Voxtral TTS — Mistral AI ning to‘qqiz tilda namuna asosidagi ovoz moslashini qo‘llab-quvvatlovchi 4B nutq yaratish modeli. U tayyor matnni ifodali audioga aylantiradi, qayta ishlatiladigan yoki bir martalik ovoz namunalarini hamda oqimni qo‘llab-quvvatlaydi va hujjatlashtirilgan audio formatlarda 24 kHz chiqish yaratadi."
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      "methods": [
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    },
    "schema": "ailoot-native-model-representations-v1"
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  "schema": "ailoot-static-model-facts-v1",
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  "shortText": "Voxtral TTS — Mistral AI ning to‘qqiz tilda namuna asosidagi ovoz moslashini qo‘llab-quvvatlovchi 4B nutq yaratish modeli. U tayyor matnni ifodali audioga aylantiradi, qayta ishlatiladigan yoki bir martalik ovoz namunalarini hamda oqimni qo‘llab-quvvatlaydi va hujjatlashtirilgan audio formatlarda 24 kHz chiqish yaratadi.",
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}