{
  "aboutHtml": "<p>Kokoro 82M — hexgrad’ning sakson ikki million parametrli, vaznlari ochiq matndan nutqqa modeli. Model kartasi StyleTTS 2 va iSTFTNet asosidagi ixcham, faqat dekoderli arxitekturani ta’riflaydi. Yozma matn avval talaffuz ma’lumotiga, keyin tanlangan ovozdagi nutqqa aylantiriladi. Hujjatlashtirilgan v1.0 relizi sakkiz tilda ellik to‘rtta ovoz beradi; bu profil oldingi, faqat ingliz tilidagi v0.19 relizidan farq qiladi.</p><h4>Mos til va ovozni tanlash</h4><p>Ovoz katalogi Amerika va Britaniya inglizchasi, yapon, mandarin xitoychasi, ispan, fransuz, hind, italyan va Braziliya portugalchasini qamrab oladi. Ikki ingliz aksenti bitta tilning variantlaridir. Ovoz nomi va til sozlamalari birga tanlanadi: rasmiy jarayonda af_heart Amerika inglizchasi misoli, katalogda boshqa tillar va aksentlar uchun esa alohida guruhlar bor.</p><p>So‘zlovchini u o‘qiydigan haqiqiy material bilan birga tanlang. Qisqa kursning ovozli bayoni barcha bo‘limlarda bitta tayyor ovozdan foydalanishi mumkin; ko‘p tilli to‘plam har bir kerakli til guruhidan ovoz tanlashi mumkin. Katalogning qamrovi guruhlar orasida farq qiladi. Masalan, fransuz tili ingliz tilidagidek keng tanlov o‘rniga ro‘yxatdagi bitta ovoz bilan ifodalangan.</p><h4>Talaffuz va parchalarni tayyorlash</h4><p>Kokoro’ning namunaviy jarayoni yozma shakllarni fonemalarga aylantiradi. Uning misollarida atama uchun aniq fonetik o‘qishni berish mumkin; shu tariqa qiyin ismni noaniq yozilish ixtiyoriga qoldirmay tayyorlash mumkin. Atrofdagi gapni tabiiy saqlang va tinglovchi eshitishi kerak bo‘lgan so‘zlarni o‘zgartirmang.</p><p>Amaliy parcha: “Qo‘llanma uch qismdan iborat. Avval materialni tanlang. Keyin misollarni solishtiring. Oxirida foydalanmoqchi bo‘lgan versiyangizni saqlang.” To‘liq iboralar yozing va tinish belgilari anglatadigan pauzalarni saqlang. Uzun asarda butun hujjatni bitta uzluksiz nutq deb ko‘rish o‘rniga kirishni mazmunan yaxlit abzaslarga ajrating.</p><p>Ovoz qo‘llanmasiga ko‘ra, ko‘p so‘zlovchilar taxminan 500 tokenlik doira ichida 100–200 token atrofidagi parchalarda eng yaxshi ishlaydi. Unda juda qisqa nutqlarda, ayniqsa 10–20 tokendan past bo‘lganda, zaifliklar hamda uzunroq parchalarda, ayniqsa 400 tokendan oshganda, shoshilib o‘qish moyilligi qayd etiladi. Bular tokenlarga asoslangan tayyorlash kuzatuvlari bo‘lib, so‘z soni yoki yozuv davomiyligi cheklovlari emas. Qisqa bo‘laklarni birlashtirish yoki uzun parchani bo‘lish nutq uchun mosroq birlik berishi mumkin.</p><h4>Audio chiqish va sur’at</h4><p>Rasmiy jarayon har bir yaratilgan segment uchun qayta ishlangan matn, fonemalar va audio natijani beradi. U segmentlarni 24,000 Hz dagi WAV sifatida saqlaydi va namunaviy jarayonda tezlik sozlamasini ochadi. Yig‘ilgan bayon kerakli ssenariyga mos kelishi uchun segment matni va tartibini audio bilan bog‘liq holda saqlang.</p><p>Tahrirdagi foydali tekshiruv — ikki parcha chegarasini tinglash, keyin takrorlanuvchi nomlar va ro‘yxatlarning sur’atini tekshirish. Audio chiqish va fonema ko‘rinishi turli vazifalarni bajaradi: biri tinglovchi eshitadigan yozuv, ikkinchisi yozma matn qanday talaffuz qilinayotganini tekshirishga yordam beradi.</p><h4>Til qamrovi va foydali chegaralar</h4><p>Yaratuvchi talaffuzni qayta ishlash yoki ovozni o‘qitish ma’lumotlari cheklanganligi sababli ingliz tilidan boshqa tillarni qo‘llab-quvvatlash sust bo‘lishi mumkinligini ochiq qayd etadi. Shu bois tayyor ovoz guruhlarini har bir parcha uchun teng ijro kafolati deb qabul qilmaslik kerak. Mos so‘zlovchini tanlang va vazifaga kerakli haqiqiy nomlar hamda ifodalarni tekshiring.</p><p>Foydali natija — talaffuz va parcha uzunligi ehtiyojlariga mos tayyorlangan matnni hujjatlashtirilgan tayyor ovozda o‘qigan parcha yoki yig‘ilgan bayon. Bu profil yaratuvchining v1.0 Kokoro 82M materiallariga mos; boshqa model nazorat nusxasi, kvantlangan amalga oshirish yoki tashqarida o‘zgartirilgan ovoz o‘z texnik doirasiga ega.</p>",
  "aboutText": "Kokoro 82M — hexgrad’ning sakson ikki million parametrli, vaznlari ochiq matndan nutqqa modeli. Model kartasi StyleTTS 2 va iSTFTNet asosidagi ixcham, faqat dekoderli arxitekturani ta’riflaydi. Yozma matn avval talaffuz ma’lumotiga, keyin tanlangan ovozdagi nutqqa aylantiriladi. Hujjatlashtirilgan v1.0 relizi sakkiz tilda ellik to‘rtta ovoz beradi; bu profil oldingi, faqat ingliz tilidagi v0.19 relizidan farq qiladi.\n\n### Mos til va ovozni tanlash\n\nOvoz katalogi Amerika va Britaniya inglizchasi, yapon, mandarin xitoychasi, ispan, fransuz, hind, italyan va Braziliya portugalchasini qamrab oladi. Ikki ingliz aksenti bitta tilning variantlaridir. Ovoz nomi va til sozlamalari birga tanlanadi: rasmiy jarayonda af_heart Amerika inglizchasi misoli, katalogda boshqa tillar va aksentlar uchun esa alohida guruhlar bor.\n\nSo‘zlovchini u o‘qiydigan haqiqiy material bilan birga tanlang. Qisqa kursning ovozli bayoni barcha bo‘limlarda bitta tayyor ovozdan foydalanishi mumkin; ko‘p tilli to‘plam har bir kerakli til guruhidan ovoz tanlashi mumkin. Katalogning qamrovi guruhlar orasida farq qiladi. Masalan, fransuz tili ingliz tilidagidek keng tanlov o‘rniga ro‘yxatdagi bitta ovoz bilan ifodalangan.\n\n### Talaffuz va parchalarni tayyorlash\n\nKokoro’ning namunaviy jarayoni yozma shakllarni fonemalarga aylantiradi. Uning misollarida atama uchun aniq fonetik o‘qishni berish mumkin; shu tariqa qiyin ismni noaniq yozilish ixtiyoriga qoldirmay tayyorlash mumkin. Atrofdagi gapni tabiiy saqlang va tinglovchi eshitishi kerak bo‘lgan so‘zlarni o‘zgartirmang.\n\nAmaliy parcha: “Qo‘llanma uch qismdan iborat. Avval materialni tanlang. Keyin misollarni solishtiring. Oxirida foydalanmoqchi bo‘lgan versiyangizni saqlang.” To‘liq iboralar yozing va tinish belgilari anglatadigan pauzalarni saqlang. Uzun asarda butun hujjatni bitta uzluksiz nutq deb ko‘rish o‘rniga kirishni mazmunan yaxlit abzaslarga ajrating.\n\nOvoz qo‘llanmasiga ko‘ra, ko‘p so‘zlovchilar taxminan 500 tokenlik doira ichida 100–200 token atrofidagi parchalarda eng yaxshi ishlaydi. Unda juda qisqa nutqlarda, ayniqsa 10–20 tokendan past bo‘lganda, zaifliklar hamda uzunroq parchalarda, ayniqsa 400 tokendan oshganda, shoshilib o‘qish moyilligi qayd etiladi. Bular tokenlarga asoslangan tayyorlash kuzatuvlari bo‘lib, so‘z soni yoki yozuv davomiyligi cheklovlari emas. Qisqa bo‘laklarni birlashtirish yoki uzun parchani bo‘lish nutq uchun mosroq birlik berishi mumkin.\n\n### Audio chiqish va sur’at\n\nRasmiy jarayon har bir yaratilgan segment uchun qayta ishlangan matn, fonemalar va audio natijani beradi. U segmentlarni 24,000 Hz dagi WAV sifatida saqlaydi va namunaviy jarayonda tezlik sozlamasini ochadi. Yig‘ilgan bayon kerakli ssenariyga mos kelishi uchun segment matni va tartibini audio bilan bog‘liq holda saqlang.\n\nTahrirdagi foydali tekshiruv — ikki parcha chegarasini tinglash, keyin takrorlanuvchi nomlar va ro‘yxatlarning sur’atini tekshirish. Audio chiqish va fonema ko‘rinishi turli vazifalarni bajaradi: biri tinglovchi eshitadigan yozuv, ikkinchisi yozma matn qanday talaffuz qilinayotganini tekshirishga yordam beradi.\n\n### Til qamrovi va foydali chegaralar\n\nYaratuvchi talaffuzni qayta ishlash yoki ovozni o‘qitish ma’lumotlari cheklanganligi sababli ingliz tilidan boshqa tillarni qo‘llab-quvvatlash sust bo‘lishi mumkinligini ochiq qayd etadi. Shu bois tayyor ovoz guruhlarini har bir parcha uchun teng ijro kafolati deb qabul qilmaslik kerak. Mos so‘zlovchini tanlang va vazifaga kerakli haqiqiy nomlar hamda ifodalarni tekshiring.\n\nFoydali natija — talaffuz va parcha uzunligi ehtiyojlariga mos tayyorlangan matnni hujjatlashtirilgan tayyor ovozda o‘qigan parcha yoki yig‘ilgan bayon. Bu profil yaratuvchining v1.0 Kokoro 82M materiallariga mos; boshqa model nazorat nusxasi, kvantlangan amalga oshirish yoki tashqarida o‘zgartirilgan ovoz o‘z texnik doirasiga ega.",
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      "html": "<div class=\"sheet-head\"><span class=\"mav\" aria-hidden=\"true\">•</span><h2 id=\"sheet-title\">hexgrad: Kokoro 82M</h2><button class=\"icon-btn\" type=\"button\" data-close-sheet aria-label=\"Yopish\">×</button></div><div class=\"idline\"><span>hexgrad /</span><code>hexgrad/kokoro-82m</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|hexgrad%2Fkokoro-82m\">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\">hexgrad yaratgan Kokoro 82M ixcham, 82 million parametrli model va tilga mos tayyor ovoz yordamida nutq yaratadi. Uning hujjatlashtirilgan v1.0 profili sakkiz til, 54 ovoz va 24 kHz audio chiqishni o‘z ichiga oladi.</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>Kokoro 82M — hexgrad’ning sakson ikki million parametrli, vaznlari ochiq matndan nutqqa modeli. Model kartasi StyleTTS 2 va iSTFTNet asosidagi ixcham, faqat dekoderli arxitekturani ta’riflaydi. Yozma matn avval talaffuz ma’lumotiga, keyin tanlangan ovozdagi nutqqa aylantiriladi. Hujjatlashtirilgan v1.0 relizi sakkiz tilda ellik to‘rtta ovoz beradi; bu profil oldingi, faqat ingliz tilidagi v0.19 relizidan farq qiladi.</p><h4>Mos til va ovozni tanlash</h4><p>Ovoz katalogi Amerika va Britaniya inglizchasi, yapon, mandarin xitoychasi, ispan, fransuz, hind, italyan va Braziliya portugalchasini qamrab oladi. Ikki ingliz aksenti bitta tilning variantlaridir. Ovoz nomi va til sozlamalari birga tanlanadi: rasmiy jarayonda af_heart Amerika inglizchasi misoli, katalogda boshqa tillar va aksentlar uchun esa alohida guruhlar bor.</p><p>So‘zlovchini u o‘qiydigan haqiqiy material bilan birga tanlang. Qisqa kursning ovozli bayoni barcha bo‘limlarda bitta tayyor ovozdan foydalanishi mumkin; ko‘p tilli to‘plam har bir kerakli til guruhidan ovoz tanlashi mumkin. Katalogning qamrovi guruhlar orasida farq qiladi. Masalan, fransuz tili ingliz tilidagidek keng tanlov o‘rniga ro‘yxatdagi bitta ovoz bilan ifodalangan.</p><h4>Talaffuz va parchalarni tayyorlash</h4><p>Kokoro’ning namunaviy jarayoni yozma shakllarni fonemalarga aylantiradi. Uning misollarida atama uchun aniq fonetik o‘qishni berish mumkin; shu tariqa qiyin ismni noaniq yozilish ixtiyoriga qoldirmay tayyorlash mumkin. Atrofdagi gapni tabiiy saqlang va tinglovchi eshitishi kerak bo‘lgan so‘zlarni o‘zgartirmang.</p><p>Amaliy parcha: “Qo‘llanma uch qismdan iborat. Avval materialni tanlang. Keyin misollarni solishtiring. Oxirida foydalanmoqchi bo‘lgan versiyangizni saqlang.” To‘liq iboralar yozing va tinish belgilari anglatadigan pauzalarni saqlang. Uzun asarda butun hujjatni bitta uzluksiz nutq deb ko‘rish o‘rniga kirishni mazmunan yaxlit abzaslarga ajrating.</p><p>Ovoz qo‘llanmasiga ko‘ra, ko‘p so‘zlovchilar taxminan 500 tokenlik doira ichida 100–200 token atrofidagi parchalarda eng yaxshi ishlaydi. Unda juda qisqa nutqlarda, ayniqsa 10–20 tokendan past bo‘lganda, zaifliklar hamda uzunroq parchalarda, ayniqsa 400 tokendan oshganda, shoshilib o‘qish moyilligi qayd etiladi. Bular tokenlarga asoslangan tayyorlash kuzatuvlari bo‘lib, so‘z soni yoki yozuv davomiyligi cheklovlari emas. Qisqa bo‘laklarni birlashtirish yoki uzun parchani bo‘lish nutq uchun mosroq birlik berishi mumkin.</p><h4>Audio chiqish va sur’at</h4><p>Rasmiy jarayon har bir yaratilgan segment uchun qayta ishlangan matn, fonemalar va audio natijani beradi. U segmentlarni 24,000 Hz dagi WAV sifatida saqlaydi va namunaviy jarayonda tezlik sozlamasini ochadi. Yig‘ilgan bayon kerakli ssenariyga mos kelishi uchun segment matni va tartibini audio bilan bog‘liq holda saqlang.</p><p>Tahrirdagi foydali tekshiruv — ikki parcha chegarasini tinglash, keyin takrorlanuvchi nomlar va ro‘yxatlarning sur’atini tekshirish. Audio chiqish va fonema ko‘rinishi turli vazifalarni bajaradi: biri tinglovchi eshitadigan yozuv, ikkinchisi yozma matn qanday talaffuz qilinayotganini tekshirishga yordam beradi.</p><h4>Til qamrovi va foydali chegaralar</h4><p>Yaratuvchi talaffuzni qayta ishlash yoki ovozni o‘qitish ma’lumotlari cheklanganligi sababli ingliz tilidan boshqa tillarni qo‘llab-quvvatlash sust bo‘lishi mumkinligini ochiq qayd etadi. Shu bois tayyor ovoz guruhlarini har bir parcha uchun teng ijro kafolati deb qabul qilmaslik kerak. Mos so‘zlovchini tanlang va vazifaga kerakli haqiqiy nomlar hamda ifodalarni tekshiring.</p><p>Foydali natija — talaffuz va parcha uzunligi ehtiyojlariga mos tayyorlangan matnni hujjatlashtirilgan tayyor ovozda o‘qigan parcha yoki yig‘ilgan bayon. Bu profil yaratuvchining v1.0 Kokoro 82M materiallariga mos; boshqa model nazorat nusxasi, kvantlangan amalga oshirish yoki tashqarida o‘zgartirilgan ovoz o‘z texnik doirasiga ega.</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>hexgrad/kokoro-82m</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>af_alloy, af_aoede, af_bella, af_heart, af_jessica, af_kore, af_nicole, af_nova, af_river, af_sarah, af_sky, am_adam, am_echo, am_eric, am_fenrir, am_liam, am_michael, am_onyx, am_puck, am_santa, bf_alice, bf_emma, bf_isabella, bf_lily, bm_daniel, bm_fable, bm_george, bm_lewis, ef_dora, em_alex, em_santa, ff_siwis, hf_alpha, hf_beta, hm_omega, hm_psi, if_sara, im_nicola, jf_alpha, jf_gongitsune, jf_nezumi, jf_tebukuro, jm_kumo, pf_dora, pm_alex, pm_santa, zf_xiaobei, zf_xiaoni, zf_xiaoxiao, zf_xiaoyi, zm_yunjian, zm_yunxi, zm_yunxia, zm_yunyang</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>af_alloy, af_aoede, af_bella, af_heart, af_jessica, af_kore, af_nicole, af_nova, af_river, af_sarah, af_sky, am_adam, am_echo, am_eric, am_fenrir, am_liam, am_michael, am_onyx, am_puck, am_santa, bf_alice, bf_emma, bf_isabella, bf_lily, bm_daniel, bm_fable, bm_george, bm_lewis, ef_dora, em_alex, em_santa, ff_siwis, hf_alpha, hf_beta, hm_omega, hm_psi, if_sara, im_nicola, jf_alpha, jf_gongitsune, jf_nezumi, jf_tebukuro, jm_kumo, pf_dora, pm_alex, pm_santa, zf_xiaobei, zf_xiaoni, zf_xiaoxiao, zf_xiaoyi, zm_yunjian, zm_yunxi, zm_yunxia, zm_yunyang</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>$0.008</b> <span class=\"price-unit\">1K kirish belgisi uchun</span></div></td></tr></tbody></table></div></div><div data-declared-reference-pricing><h4>Ma’lumot uchun tarif tafsilotlari</h4><p class=\"note-s\">Modelning ma’lumot jadvallari usul tanlash, narx hisobi yoki to‘lovlarni o‘zgartirmaydi. Amaldagi to‘lovlar tanlangan Ailoot usuli tariflari bo‘yicha hisoblanadi.</p><details class=\"card-price-reference\" data-declared-reference-group data-client-selectable=\"false\"><summary>hexgrad: Kokoro 82M</summary><h4>Sozlamalar bo‘yicha narxlar</h4><div class=\"tw\" data-pricing-profiles><table><thead><tr><th>Sozlama</th><th>To‘lovni hisoblash shartlari</th><th>To‘lov</th></tr></thead><tbody><tr><th data-cell-label=\"Sozlama\" scope=\"row\"><span class=\"card-cell-label\">Sozlama</span>hexgrad: Kokoro 82M · Standart sozlama</th><td data-cell-label=\"To‘lovni hisoblash shartlari\"><span class=\"card-cell-label\">To‘lovni hisoblash shartlari</span>Standart konfiguratsiya</td><td data-cell-label=\"To‘lov\"><span class=\"card-cell-label\">To‘lov</span><div><span>Kirish · Kirish belgilari</span> <b>0,00000124 US$</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-1709-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1709-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-1709-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1709-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;hexgrad/kokoro-82m&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;af_alloy&quot;, &quot;af_aoede&quot;, &quot;af_bella&quot;, &quot;af_heart&quot;, &quot;af_jessica&quot;, &quot;af_kore&quot;, &quot;af_nicole&quot;, &quot;af_nova&quot;, &quot;af_river&quot;, &quot;af_sarah&quot;, &quot;af_sky&quot;, &quot;am_adam&quot;, &quot;am_echo&quot;, &quot;am_eric&quot;, &quot;am_fenrir&quot;, &quot;am_liam&quot;, &quot;am_michael&quot;, &quot;am_onyx&quot;, &quot;am_puck&quot;, &quot;am_santa&quot;, &quot;bf_alice&quot;, &quot;bf_emma&quot;, &quot;bf_isabella&quot;, &quot;bf_lily&quot;, &quot;bm_daniel&quot;, &quot;bm_fable&quot;, &quot;bm_george&quot;, &quot;bm_lewis&quot;, &quot;ef_dora&quot;, &quot;em_alex&quot;, &quot;em_santa&quot;, &quot;ff_siwis&quot;, &quot;hf_alpha&quot;, &quot;hf_beta&quot;, &quot;hm_omega&quot;, &quot;hm_psi&quot;, &quot;if_sara&quot;, &quot;im_nicola&quot;, &quot;jf_alpha&quot;, &quot;jf_gongitsune&quot;, &quot;jf_nezumi&quot;, &quot;jf_tebukuro&quot;, &quot;jm_kumo&quot;, &quot;pf_dora&quot;, &quot;pm_alex&quot;, &quot;pm_santa&quot;, &quot;zf_xiaobei&quot;, &quot;zf_xiaoni&quot;, &quot;zf_xiaoxiao&quot;, &quot;zf_xiaoyi&quot;, &quot;zm_yunjian&quot;, &quot;zm_yunxi&quot;, &quot;zm_yunxia&quot;, &quot;zm_yunyang&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-1710-tab-0\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1710-panel-0\" aria-selected=\"true\" tabindex=\"0\">Media kutubxonasi</button><button class=\"cg-tab\" id=\"model-code-1710-tab-1\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1710-panel-1\" aria-selected=\"false\" tabindex=\"-1\">Vazifa holati</button><button class=\"cg-tab\" id=\"model-code-1710-tab-2\" role=\"tab\" type=\"button\" aria-controls=\"model-code-1710-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-1710-panel-0\" role=\"tabpanel\" aria-labelledby=\"model-code-1710-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 $AILOOT_API_KEY&quot; -o media-assets.json\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-1710-panel-1\" role=\"tabpanel\" aria-labelledby=\"model-code-1710-tab-1\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${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 $AILOOT_API_KEY&quot; -o media-task.json\npython3 - &lt;&lt;&#39;PY_RESULT&#39;\nimport json\nfrom pathlib import Path\nprint(json.dumps(json.loads(Path(&quot;media-task.json&quot;).read_text())))\nPY_RESULT\n</code></pre></div><div class=\"cg-pane\" id=\"model-code-1710-panel-2\" role=\"tabpanel\" aria-labelledby=\"model-code-1710-tab-2\" hidden><pre data-lang=\"bash\"><code>set -eu\n: &quot;${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=hexgrad%2Fkokoro-82m&amp;route=Ultra&amp;caller=hexgrad%2Fkokoro-82m&amp;fmt=speech\"><code>hexgrad/kokoro-82m</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=hexgrad%2Fkokoro-82m&amp;route=Ultra&amp;caller=hexgrad%2Fkokoro-82m&amp;fmt=speech\"><code>hexgrad/kokoro-82m</code></a></p></section></div>",
      "method_identity": {
        "effective_request_model_id": "hexgrad/kokoro-82m",
        "fmt": "speech",
        "http": "POST",
        "path": "/v1/audio/speech",
        "request_model_id": "hexgrad/kokoro-82m",
        "route_label": "Ultra"
      },
      "method_key": "Ultra|speech|/v1/audio/speech|hexgrad%2Fkokoro-82m",
      "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": [
                  "hexgrad/kokoro-82m"
                ],
                "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": [
                  "af_alloy",
                  "af_aoede",
                  "af_bella",
                  "af_heart",
                  "af_jessica",
                  "af_kore",
                  "af_nicole",
                  "af_nova",
                  "af_river",
                  "af_sarah",
                  "af_sky",
                  "am_adam",
                  "am_echo",
                  "am_eric",
                  "am_fenrir",
                  "am_liam",
                  "am_michael",
                  "am_onyx",
                  "am_puck",
                  "am_santa",
                  "bf_alice",
                  "bf_emma",
                  "bf_isabella",
                  "bf_lily",
                  "bm_daniel",
                  "bm_fable",
                  "bm_george",
                  "bm_lewis",
                  "ef_dora",
                  "em_alex",
                  "em_santa",
                  "ff_siwis",
                  "hf_alpha",
                  "hf_beta",
                  "hm_omega",
                  "hm_psi",
                  "if_sara",
                  "im_nicola",
                  "jf_alpha",
                  "jf_gongitsune",
                  "jf_nezumi",
                  "jf_tebukuro",
                  "jm_kumo",
                  "pf_dora",
                  "pm_alex",
                  "pm_santa",
                  "zf_xiaobei",
                  "zf_xiaoni",
                  "zf_xiaoxiao",
                  "zf_xiaoyi",
                  "zm_yunjian",
                  "zm_yunxi",
                  "zm_yunxia",
                  "zm_yunyang"
                ],
                "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": [
              "af_alloy",
              "af_aoede",
              "af_bella",
              "af_heart",
              "af_jessica",
              "af_kore",
              "af_nicole",
              "af_nova",
              "af_river",
              "af_sarah",
              "af_sky",
              "am_adam",
              "am_echo",
              "am_eric",
              "am_fenrir",
              "am_liam",
              "am_michael",
              "am_onyx",
              "am_puck",
              "am_santa",
              "bf_alice",
              "bf_emma",
              "bf_isabella",
              "bf_lily",
              "bm_daniel",
              "bm_fable",
              "bm_george",
              "bm_lewis",
              "ef_dora",
              "em_alex",
              "em_santa",
              "ff_siwis",
              "hf_alpha",
              "hf_beta",
              "hm_omega",
              "hm_psi",
              "if_sara",
              "im_nicola",
              "jf_alpha",
              "jf_gongitsune",
              "jf_nezumi",
              "jf_tebukuro",
              "jm_kumo",
              "pf_dora",
              "pm_alex",
              "pm_santa",
              "zf_xiaobei",
              "zf_xiaoni",
              "zf_xiaoxiao",
              "zf_xiaoyi",
              "zm_yunjian",
              "zm_yunxi",
              "zm_yunxia",
              "zm_yunyang"
            ]
          },
          "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": "0.008000",
                "amount_unit": "usd_per_1000_characters",
                "billing_input": true,
                "estimate_only": false,
                "key": "audio_input_character",
                "label": "input character",
                "native_amount_usd_per_unit": "0.000008",
                "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": "e43e93397bc0f4d8af3d",
            "label": "hexgrad: Kokoro 82M",
            "profiles": [
              {
                "basis": "",
                "dimensions": {
                  "conditions": "Standart konfiguratsiya"
                },
                "label": "hexgrad: Kokoro 82M · Standart sozlama",
                "units": [
                  {
                    "amount": "0.00000124",
                    "amount_unit": "usd_per_exact_physical_unit",
                    "billing_input": false,
                    "key": "2e6b47581d2d5355918a9389",
                    "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\": \"hexgrad/kokoro-82m\", \"input\": \"Good afternoon! This is a short voice take.\"}')\nvoice=os.environ[\"AILOOT_VOICE_ID\"]\nallowed=json.loads('[\"af_alloy\", \"af_aoede\", \"af_bella\", \"af_heart\", \"af_jessica\", \"af_kore\", \"af_nicole\", \"af_nova\", \"af_river\", \"af_sarah\", \"af_sky\", \"am_adam\", \"am_echo\", \"am_eric\", \"am_fenrir\", \"am_liam\", \"am_michael\", \"am_onyx\", \"am_puck\", \"am_santa\", \"bf_alice\", \"bf_emma\", \"bf_isabella\", \"bf_lily\", \"bm_daniel\", \"bm_fable\", \"bm_george\", \"bm_lewis\", \"ef_dora\", \"em_alex\", \"em_santa\", \"ff_siwis\", \"hf_alpha\", \"hf_beta\", \"hm_omega\", \"hm_psi\", \"if_sara\", \"im_nicola\", \"jf_alpha\", \"jf_gongitsune\", \"jf_nezumi\", \"jf_tebukuro\", \"jm_kumo\", \"pf_dora\", \"pm_alex\", \"pm_santa\", \"zf_xiaobei\", \"zf_xiaoni\", \"zf_xiaoxiao\", \"zf_xiaoyi\", \"zm_yunjian\", \"zm_yunxi\", \"zm_yunxia\", \"zm_yunyang\"]')\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": 8e-06
          }
        },
        "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": "0.008000",
                "amount_unit": "usd_per_1000_characters",
                "billing_input": true,
                "estimate_only": false,
                "key": "audio_input_character",
                "label": "input character",
                "native_amount_usd_per_unit": "0.000008",
                "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": "hexgrad/kokoro-82m",
        "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": "0.008000",
            "amount_unit": "usd_per_1000_characters",
            "billing_input": true,
            "estimate_only": false,
            "key": "audio_input_character",
            "label": "input character",
            "native_amount_usd_per_unit": "0.000008",
            "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": "hexgrad/kokoro-82m",
  "nativeProvenance": {
    "input_facts_canonical_sha256": "b45dc0351190fb2e34a1b56f975e72ff81cc9b75284c4d7bb1b6b9287f798d2b",
    "input_html_sha256": "54f5117bb10b3783a6d4804abd3ed2d07d84b3fa003ae5bdb5f7e4fe3ca7f08e",
    "private_audit_sha256": "a03d49135c98be0b7b0d9a95d484830cd0fef2f8e9e8d10c762ae916ba663475",
    "role": "historical-normalized-input-audit-hashes",
    "schema": "ailoot-native-model-provenance-v2"
  },
  "page": {
    "canonical": "https://ailoot.ai/models/uz/hexgrad-kokoro-82m/",
    "description": "hexgrad yaratgan Kokoro 82M ixcham, 82 million parametrli model va tilga mos tayyor ovoz yordamida nutq yaratadi. Uning hujjatlashtirilgan v1.0 profili sakkiz til, 54 ovoz va 24 kHz audio chiqishni o‘z ichiga oladi.",
    "locale": "uz",
    "md_url": "https://ailoot.ai/models/uz/hexgrad-kokoro-82m/index.md",
    "title": "hexgrad: Kokoro 82M — Ailoot",
    "url": "https://ailoot.ai/models/uz/hexgrad-kokoro-82m/"
  },
  "rawModel": {
    "about": "Kokoro 82M — hexgrad’ning sakson ikki million parametrli, vaznlari ochiq matndan nutqqa modeli. Model kartasi StyleTTS 2 va iSTFTNet asosidagi ixcham, faqat dekoderli arxitekturani ta’riflaydi. Yozma matn avval talaffuz ma’lumotiga, keyin tanlangan ovozdagi nutqqa aylantiriladi. Hujjatlashtirilgan v1.0 relizi sakkiz tilda ellik to‘rtta ovoz beradi; bu profil oldingi, faqat ingliz tilidagi v0.19 relizidan farq qiladi.\n\n### Mos til va ovozni tanlash\n\nOvoz katalogi Amerika va Britaniya inglizchasi, yapon, mandarin xitoychasi, ispan, fransuz, hind, italyan va Braziliya portugalchasini qamrab oladi. Ikki ingliz aksenti bitta tilning variantlaridir. Ovoz nomi va til sozlamalari birga tanlanadi: rasmiy jarayonda af_heart Amerika inglizchasi misoli, katalogda boshqa tillar va aksentlar uchun esa alohida guruhlar bor.\n\nSo‘zlovchini u o‘qiydigan haqiqiy material bilan birga tanlang. Qisqa kursning ovozli bayoni barcha bo‘limlarda bitta tayyor ovozdan foydalanishi mumkin; ko‘p tilli to‘plam har bir kerakli til guruhidan ovoz tanlashi mumkin. Katalogning qamrovi guruhlar orasida farq qiladi. Masalan, fransuz tili ingliz tilidagidek keng tanlov o‘rniga ro‘yxatdagi bitta ovoz bilan ifodalangan.\n\n### Talaffuz va parchalarni tayyorlash\n\nKokoro’ning namunaviy jarayoni yozma shakllarni fonemalarga aylantiradi. Uning misollarida atama uchun aniq fonetik o‘qishni berish mumkin; shu tariqa qiyin ismni noaniq yozilish ixtiyoriga qoldirmay tayyorlash mumkin. Atrofdagi gapni tabiiy saqlang va tinglovchi eshitishi kerak bo‘lgan so‘zlarni o‘zgartirmang.\n\nAmaliy parcha: “Qo‘llanma uch qismdan iborat. Avval materialni tanlang. Keyin misollarni solishtiring. Oxirida foydalanmoqchi bo‘lgan versiyangizni saqlang.” To‘liq iboralar yozing va tinish belgilari anglatadigan pauzalarni saqlang. Uzun asarda butun hujjatni bitta uzluksiz nutq deb ko‘rish o‘rniga kirishni mazmunan yaxlit abzaslarga ajrating.\n\nOvoz qo‘llanmasiga ko‘ra, ko‘p so‘zlovchilar taxminan 500 tokenlik doira ichida 100–200 token atrofidagi parchalarda eng yaxshi ishlaydi. Unda juda qisqa nutqlarda, ayniqsa 10–20 tokendan past bo‘lganda, zaifliklar hamda uzunroq parchalarda, ayniqsa 400 tokendan oshganda, shoshilib o‘qish moyilligi qayd etiladi. Bular tokenlarga asoslangan tayyorlash kuzatuvlari bo‘lib, so‘z soni yoki yozuv davomiyligi cheklovlari emas. Qisqa bo‘laklarni birlashtirish yoki uzun parchani bo‘lish nutq uchun mosroq birlik berishi mumkin.\n\n### Audio chiqish va sur’at\n\nRasmiy jarayon har bir yaratilgan segment uchun qayta ishlangan matn, fonemalar va audio natijani beradi. U segmentlarni 24,000 Hz dagi WAV sifatida saqlaydi va namunaviy jarayonda tezlik sozlamasini ochadi. Yig‘ilgan bayon kerakli ssenariyga mos kelishi uchun segment matni va tartibini audio bilan bog‘liq holda saqlang.\n\nTahrirdagi foydali tekshiruv — ikki parcha chegarasini tinglash, keyin takrorlanuvchi nomlar va ro‘yxatlarning sur’atini tekshirish. Audio chiqish va fonema ko‘rinishi turli vazifalarni bajaradi: biri tinglovchi eshitadigan yozuv, ikkinchisi yozma matn qanday talaffuz qilinayotganini tekshirishga yordam beradi.\n\n### Til qamrovi va foydali chegaralar\n\nYaratuvchi talaffuzni qayta ishlash yoki ovozni o‘qitish ma’lumotlari cheklanganligi sababli ingliz tilidan boshqa tillarni qo‘llab-quvvatlash sust bo‘lishi mumkinligini ochiq qayd etadi. Shu bois tayyor ovoz guruhlarini har bir parcha uchun teng ijro kafolati deb qabul qilmaslik kerak. Mos so‘zlovchini tanlang va vazifaga kerakli haqiqiy nomlar hamda ifodalarni tekshiring.\n\nFoydali natija — talaffuz va parcha uzunligi ehtiyojlariga mos tayyorlangan matnni hujjatlashtirilgan tayyor ovozda o‘qigan parcha yoki yig‘ilgan bayon. Bu profil yaratuvchining v1.0 Kokoro 82M materiallariga mos; boshqa model nazorat nusxasi, kvantlangan amalga oshirish yoki tashqarida o‘zgartirilgan ovoz o‘z texnik doirasiga ega.",
    "alias_of": null,
    "aliases": [],
    "author": "hexgrad",
    "available": null,
    "canonical_model": "hexgrad/kokoro-82m",
    "capabilities": {
      "context_length": 4096,
      "manufacturer_input": [
        "text"
      ],
      "manufacturer_output": [
        "speech"
      ]
    },
    "card_routes": [
      {
        "label": "Ultra",
        "rates": [
          {
            "amount": "0.008000",
            "amount_unit": "usd_per_1000_characters",
            "billing_input": true,
            "estimate_only": false,
            "key": "audio_input_character",
            "label": "input character",
            "native_amount_usd_per_unit": "0.000008",
            "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": "hexgrad/kokoro-82m",
    "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": [
                  "hexgrad/kokoro-82m"
                ],
                "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": [
                  "af_alloy",
                  "af_aoede",
                  "af_bella",
                  "af_heart",
                  "af_jessica",
                  "af_kore",
                  "af_nicole",
                  "af_nova",
                  "af_river",
                  "af_sarah",
                  "af_sky",
                  "am_adam",
                  "am_echo",
                  "am_eric",
                  "am_fenrir",
                  "am_liam",
                  "am_michael",
                  "am_onyx",
                  "am_puck",
                  "am_santa",
                  "bf_alice",
                  "bf_emma",
                  "bf_isabella",
                  "bf_lily",
                  "bm_daniel",
                  "bm_fable",
                  "bm_george",
                  "bm_lewis",
                  "ef_dora",
                  "em_alex",
                  "em_santa",
                  "ff_siwis",
                  "hf_alpha",
                  "hf_beta",
                  "hm_omega",
                  "hm_psi",
                  "if_sara",
                  "im_nicola",
                  "jf_alpha",
                  "jf_gongitsune",
                  "jf_nezumi",
                  "jf_tebukuro",
                  "jm_kumo",
                  "pf_dora",
                  "pm_alex",
                  "pm_santa",
                  "zf_xiaobei",
                  "zf_xiaoni",
                  "zf_xiaoxiao",
                  "zf_xiaoyi",
                  "zm_yunjian",
                  "zm_yunxi",
                  "zm_yunxia",
                  "zm_yunyang"
                ],
                "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": [
              "af_alloy",
              "af_aoede",
              "af_bella",
              "af_heart",
              "af_jessica",
              "af_kore",
              "af_nicole",
              "af_nova",
              "af_river",
              "af_sarah",
              "af_sky",
              "am_adam",
              "am_echo",
              "am_eric",
              "am_fenrir",
              "am_liam",
              "am_michael",
              "am_onyx",
              "am_puck",
              "am_santa",
              "bf_alice",
              "bf_emma",
              "bf_isabella",
              "bf_lily",
              "bm_daniel",
              "bm_fable",
              "bm_george",
              "bm_lewis",
              "ef_dora",
              "em_alex",
              "em_santa",
              "ff_siwis",
              "hf_alpha",
              "hf_beta",
              "hm_omega",
              "hm_psi",
              "if_sara",
              "im_nicola",
              "jf_alpha",
              "jf_gongitsune",
              "jf_nezumi",
              "jf_tebukuro",
              "jm_kumo",
              "pf_dora",
              "pm_alex",
              "pm_santa",
              "zf_xiaobei",
              "zf_xiaoni",
              "zf_xiaoxiao",
              "zf_xiaoyi",
              "zm_yunjian",
              "zm_yunxi",
              "zm_yunxia",
              "zm_yunyang"
            ]
          },
          "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": "0.008000",
                "amount_unit": "usd_per_1000_characters",
                "billing_input": true,
                "estimate_only": false,
                "key": "audio_input_character",
                "label": "input character",
                "native_amount_usd_per_unit": "0.000008",
                "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": "e43e93397bc0f4d8af3d",
            "label": "hexgrad: Kokoro 82M",
            "profiles": [
              {
                "basis": "",
                "dimensions": {
                  "conditions": "Standart konfiguratsiya"
                },
                "label": "hexgrad: Kokoro 82M · Standart sozlama",
                "units": [
                  {
                    "amount": "0.00000124",
                    "amount_unit": "usd_per_exact_physical_unit",
                    "billing_input": false,
                    "key": "2e6b47581d2d5355918a9389",
                    "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\": \"hexgrad/kokoro-82m\", \"input\": \"Good afternoon! This is a short voice take.\"}')\nvoice=os.environ[\"AILOOT_VOICE_ID\"]\nallowed=json.loads('[\"af_alloy\", \"af_aoede\", \"af_bella\", \"af_heart\", \"af_jessica\", \"af_kore\", \"af_nicole\", \"af_nova\", \"af_river\", \"af_sarah\", \"af_sky\", \"am_adam\", \"am_echo\", \"am_eric\", \"am_fenrir\", \"am_liam\", \"am_michael\", \"am_onyx\", \"am_puck\", \"am_santa\", \"bf_alice\", \"bf_emma\", \"bf_isabella\", \"bf_lily\", \"bm_daniel\", \"bm_fable\", \"bm_george\", \"bm_lewis\", \"ef_dora\", \"em_alex\", \"em_santa\", \"ff_siwis\", \"hf_alpha\", \"hf_beta\", \"hm_omega\", \"hm_psi\", \"if_sara\", \"im_nicola\", \"jf_alpha\", \"jf_gongitsune\", \"jf_nezumi\", \"jf_tebukuro\", \"jm_kumo\", \"pf_dora\", \"pm_alex\", \"pm_santa\", \"zf_xiaobei\", \"zf_xiaoni\", \"zf_xiaoxiao\", \"zf_xiaoyi\", \"zm_yunjian\", \"zm_yunxi\", \"zm_yunxia\", \"zm_yunyang\"]')\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": 8e-06
          }
        },
        "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": "0.008000",
                "amount_unit": "usd_per_1000_characters",
                "billing_input": true,
                "estimate_only": false,
                "key": "audio_input_character",
                "label": "input character",
                "native_amount_usd_per_unit": "0.000008",
                "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": "hexgrad/kokoro-82m",
        "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": "0.008000",
            "amount_unit": "usd_per_1000_characters",
            "billing_input": true,
            "estimate_only": false,
            "key": "audio_input_character",
            "label": "input character",
            "native_amount_usd_per_unit": "0.000008",
            "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_aliases": [
      {
        "canonical_model_id": "hexgrad/kokoro-82m",
        "request_model_id": "hexgrad/kokoro-82m",
        "route_label": "Ultra"
      }
    ],
    "name": "hexgrad: Kokoro 82M",
    "price": {
      "in": null,
      "in_label": null,
      "out": null,
      "out_label": null,
      "sort_in": null,
      "sort_out": null,
      "varies": true
    },
    "pricing_profiles": [
      {
        "applicability": {
          "client_selectable": false,
          "native_profile_selection_pending": true,
          "scope": "hosted_reference"
        },
        "dimensions": {
          "variant": null
        },
        "label": "Ultra",
        "units": [
          {
            "amount": "0.000008",
            "amount_unit": "usd_per_input_character",
            "conditions": {
              "variant": null
            },
            "key": "pricing.prompt",
            "label": "prompt",
            "profile_index": 0,
            "quantity": "1",
            "rate_role": "binding_component_rate",
            "side": "in",
            "unit": "input_character"
          },
          {
            "amount": "0",
            "amount_unit": "usd_per_not_separately_charged_output",
            "conditions": {
              "variant": null
            },
            "key": "pricing.completion",
            "label": "completion",
            "profile_index": 0,
            "quantity": "1",
            "rate_role": "binding_component_rate",
            "side": "out",
            "unit": "not_separately_charged_output"
          }
        ]
      }
    ],
    "public_id": "hexgrad/kokoro-82m",
    "short": "hexgrad yaratgan Kokoro 82M ixcham, 82 million parametrli model va tilga mos tayyor ovoz yordamida nutq yaratadi. Uning hujjatlashtirilgan v1.0 profili sakkiz til, 54 ovoz va 24 kHz audio chiqishni o‘z ichiga oladi."
  },
  "renderer_schema": {
    "method_order": "Original DTO methods order; every exact route/format/path/caller survives.",
    "prices": "Original public DTO fields and original native display HTML; no flattened or normalized offers."
  },
  "representation": "exact-public-dto-and-native-renderer-html",
  "representationNotes": {
    "current_reference": {
      "about_json_pointer": "/aboutHtml",
      "methods": [
        {
          "contract_json_pointer": "/methods/0/rawMethod/contract",
          "html_json_pointer": "/methods/0/html",
          "method_ordinal": 0
        }
      ],
      "role": "current-semantic-reference"
    },
    "raw_input": {
      "examples_role": "historical-input-not-current-ready-examples",
      "json_pointers": [
        "/rawModel",
        "/methods/0/rawMethod"
      ],
      "role": "historical-owner-input"
    },
    "schema": "ailoot-native-model-representations-v1"
  },
  "schema": "ailoot-static-model-facts-v1",
  "schema_version": 1,
  "shortText": "hexgrad yaratgan Kokoro 82M ixcham, 82 million parametrli model va tilga mos tayyor ovoz yordamida nutq yaratadi. Uning hujjatlashtirilgan v1.0 profili sakkiz til, 54 ovoz va 24 kHz audio chiqishni o‘z ichiga oladi.",
  "source": {
    "audit_sha256": "2e00086bcbfc28e64d0cebe97aa47c17d8d5618963027f8ffb9dc6123d7d25b1",
    "bridge_map_sha256": "1125275768b9636fc8461bc7da5061239a81ddfe508e2557843ca42c58ab0036",
    "raw_model_json_sha256": "22551ccd32223481ce4a5b2b8426957477788bad0e27554dd9b898f79e10b3fd",
    "renderer_sha256": "aa8a0fca1bd770c042b64987512b6187fca2067aea3ddc877f68b163d80e7df6"
  },
  "sourceRevision": "e70cdf5accbcfe951093f30055b394986d141e680ba81612330d2e6cb6c85be2"
}