Kotoba Speech-to-Text

Unganisha

Kitambulisho cha modeli kotoba-technologies/kotoba-stt/v1/speech-to-text

# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/kotoba-technologies/kotoba-stt/v1/speech-to-text?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

const API = "https://api.doitong.ru/v1";
const headers = {
  "Authorization": "Bearer " + process.env.DOITONG_API_KEY,
  "Content-Type": "application/json",
};

// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/kotoba-technologies/kotoba-stt/v1/speech-to-text?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja"
  }),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);

// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
  res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
  request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");

import os
import requests

API = "https://api.doitong.ru/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja",
}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/kotoba-technologies/kotoba-stt/v1/speech-to-text", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
    raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])

# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
    request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
    raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])

# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/sw/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.ru/v1/mcp \
  --header "Authorization: Bearer $DOITONG_API_KEY"

# 2. Your agent calls the "run" tool with:
{
  "model_id": "kotoba-technologies/kotoba-stt/v1/speech-to-text",
  "input": {
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja"
  }
}

Piga modeli ya Kotoba Speech-to-Text (kotoba-technologies/kotoba-stt/v1/speech-to-text) kupitia Doitong API. Nyaraka za mawakala: https://doitong.com/sw/developers/models/kotoba-technologies/kotoba-stt/v1/speech-to-text.md

POST https://api.doitong.ru/v1/run/kotoba-technologies/kotoba-stt/v1/speech-to-text?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json

{
  "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
  "language": "ja"
}

Ikiwa hali ya jibu ni "queued" au "running", piga GET https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20 mara kwa mara hadi iwe "succeeded"; faili ziko kwenye outputs[].url. POST https://api.doitong.ru/v1/quote/kotoba-technologies/kotoba-stt/v1/speech-to-text yenye mwili uleule hurejesha bei kamili kabla ya kuendesha.

Faili kama mfano: $ 0.001 salio la API 1 · ≈ ₽ 0.11 faili zako hupimwa kabla ya kuendesha Iendeshe kwenye ukurasa huu

Pata ufunguo wa API

Kotoba Technologies Matamshi hadi Maandishi #commercial-use#speech-to-text#japanese#multilingual

Speech-to-text kwa klipu za hadi dakika 2, iliyoboreshwa kwa Kijapani, ikiwa na mihuri ya muda ya maneno na vidokezo vya maneno muhimu

OpenAPI Markdown

Kotoba Technologies · Maandishi

Tokeo lako la kwanza linaonekana hapa

Unda ombi hapa chini na uliendeshe kwa ufunguo wako wa API. Matokeo yanakiliwa kwenye hifadhi yetu, yakihifadhiwa milele au 7 siku bila malipo.

Unda ombi

Bei kwa kila sekunde ya sauti yako ya kuingiza

Bei kulingana na uingizaji wako

$ 0.0000694 / sekunde ya sauti ya ingizo

salio za API 0.0694 / sekunde ya sauti ya ingizo · ≈ ₽ 0.01

Ombi hili: sekunde 10 × $ 0.0000694 $ 0.001 salio la API 1 · ≈ ₽ 0.11

Endesha · $ 0.001

Hutozwa tu ikifanikiwa, na kurejeshewa kiotomatiki ikishindwa.

Faili zako za kuingiza

audio_url

Urefu, s

Kikokotoo hutumia nambari hizi. POST /quote/kotoba-technologies/kotoba-stt/v1/speech-to-text hupima faili zako halisi na kurejesha bei kamili.

Faili zako hupimwa kabla ya kuendeshwa (urefu, mwonekano, kasi ya fremu); makadirio hurejesha bei kamili na uendeshaji hutozwa kiasi hicho hicho.

Endpoint ya makadirio: POST /quote/{id}

Unda ombi

Vidhibiti vinazalishwa kutoka kwenye schema ya modeli. Msimbo na bei husasishwa unapovibadilisha.

audio •inahitajika audio_url

Dondosha faili, au

Muda wa sauti wenye kikomo cha dakika 2.

language •inahitajika

Lugha inayotumiwa na wazungumzaji wa sauti.

Ya kina with_timestamps · diarization · kana · keywords

keywords

Maneno ambayo tahajia zake zinapaswa kupewa kipaumbele katika nakala ya maneno, yakiwemo majina au istilahi za bidhaa. Hukubali istilahi zisizozidi 1000, kila moja ikiwa na kikomo cha herufi 64.

POST /run/kotoba-technologies/kotoba-stt/v1/speech-to-text?wait=20 makadirio → $ 0.001

# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/kotoba-technologies/kotoba-stt/v1/speech-to-text?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

const API = "https://api.doitong.ru/v1";
const headers = {
  "Authorization": "Bearer " + process.env.DOITONG_API_KEY,
  "Content-Type": "application/json",
};

// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/kotoba-technologies/kotoba-stt/v1/speech-to-text?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja"
  }),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);

// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
  res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
  request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");

import os
import requests

API = "https://api.doitong.ru/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja",
}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/kotoba-technologies/kotoba-stt/v1/speech-to-text", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
    raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])

# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
    request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
    raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "run",
    "arguments": {
      "model_id": "kotoba-technologies/kotoba-stt/v1/speech-to-text",
      "input": {
        "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
        "language": "ja"
      },
      "wait_seconds": 20
    }
  }
}

Endesha ombi hili

Ufunguo wa API

Key yako inabaki kwenye kivinjari hiki: inatumwa kwa Doitong API pekee na kuhifadhiwa (localStorage) tu ukiweka tiki kwenye Kumbuka. Kumbuka katika kivinjari hiki Pata ufunguo wa API

Kuhusu Kotoba Speech-to-Text

Hunukuu klipu ya sauti ya hadi dakika 2 kutoka `audio_url`. Weka `language` kuwa ja, en, ko, zh, es, zh-hk, zh-tw au auto. `with_timestamps` ya hiari hurudisha nyakati za kuanza na kumaliza za kila neno, `diarization` hutambulisha wazungumzaji, `keywords` hukubali hadi istilahi 1000 za kusaidia tahajia, na `kana` huandika majina kwa katakana kwa Kijapani. Matokeo yanajumuisha maandishi, lugha iliyotambuliwa na muda wa sauti.

Vigezo

Tuma jina rasmi au jina asilia, si yote mawili. Majina rasmi

JinaAina ChaguomsingiInaruhusiwa Maelezo

audio_urlinahitajika audio

Ainaurl · audio

Muda wa sauti wenye kikomo cha dakika 2.

languageinahitajika

Ainaenum

jaenkozheszh-hkzh-twauto

Lugha inayotumiwa na wazungumzaji wa sauti.

with_timestampssi lazima

Ainaboolean

Chaguomsingifalse

Tokeo la muda kwa kila neno katika `words`, likijumuisha mwanzo na mwisho wa kila neno.

diarizationsi lazima

Ainaboolean

Chaguomsingifalse

Uhusishaji wa mzungumzaji kwa kiwango cha neno, unaopatikana tu kwa modeli zinazoauni tokeni za mzungumzaji. Kila neno hupokea `speaker_id`, lakini muda wake hubaki null isipokuwa `with_timestamps` pia iwe imewezeshwa.

keywordssi lazima

Ainastring[]

≤ vipengee 1,000

Maneno ambayo tahajia zake zinapaswa kupewa kipaumbele katika nakala ya maneno, yakiwemo majina au istilahi za bidhaa. Hukubali istilahi zisizozidi 1000, kila moja ikiwa na kikomo cha herufi 64.

kanasi lazima

Ainaboolean

Chaguomsingifalse

Uwasilishaji wa Katakana wa majina ya watu na maeneo kwa Kijapani.

inahitajika Jina rasmi, pia linakubalika

Vigezo vya faili vinakubali URL ya umma ya https://, data: URI ya hadi 10 MB, au file_url ya upakiaji. Faili

Tokeo

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t

{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "kotoba-technologies/kotoba-stt/v1/speech-to-text",
  "status": "succeeded",
  "created_at": "2026-10-20T12:00:00Z",
  "started_at": "2026-10-20T12:00:02Z",
  "completed_at": "2026-10-20T12:00:09Z",
  "queue_position": null,
  "cost": {
    "credits": 1,
    "usd": "0.001",
    "charged": 1,
    "refunded": 0
  },
  "input": {
    "audio_url": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3",
    "language": "ja"
  },
  "output": {
    "audio_duration_secs": 1.0,
    "language_code": "string",
    "language_probability": 1.0,
    "text": "string",
    "words": [
      {
        "end": 1.0,
        "speaker_id": "string",
        "start": 1.0,
        "text": "string",
        "type": "word"
      }
    ]
  },
  "outputs": [
    {
      "type": "file",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "stored": true
    }
  ],
  "error": null,
  "metrics": {
    "inference_seconds": 6.8
  },
  "urls": {
    "self": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}

Faili zako, chaguo lakoKila outputs[].url ni nakala kwenye hifadhi yetu: huhifadhiwa milele (hutozwa kwa GB kwa mwezi) au 7 siku bila malipo, kulingana na mpangilio wa akaunti yako au ?storage=.

Muundo uleule kwenye kila modelitype, url, content_type, width, height na duration, kwa picha, video na sauti. output ni kitu cha matokeo cha modeli yenyewe.

Sehemu za tokeo

audio_duration_secs: number | null
language_code: string
language_probability: number
text: string
words: array of object {end, speaker_id, start, text, type}

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/kotoba-technologies/kotoba-stt/v1/speech-to-text.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt

Tokeo lako la kwanza linaonekana hapa

Unda ombi

Endesha ombi hili

Kuhusu Kotoba Speech-to-Text

Vigezo

Tokeo

Miundo zaidi: Matamshi hadi Maandishi

Cohere Transcribe

Elevenlabs - Forced Alignment Tofauti: 4

ElevenLabs Speech to Text Tofauti: 2

ElevenLabs Speech to Text - Scribe V2 Tofauti: 2