Cohere Transcribe

Unganisha

Kitambulisho cha modeli cohere-transcribe

# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/cohere-transcribe?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"
  }'

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

const API = "https://api.doitong.com/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/cohere-transcribe?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3"
  }),
});
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.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

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

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/cohere-transcribe", 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.com/v1/mcp \
  --header "Authorization: Bearer $DOITONG_API_KEY"

# 2. Your agent calls the "run" tool with:
{
  "model_id": "cohere-transcribe",
  "input": {
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3"
  }
}

Piga modeli ya Cohere Transcribe (cohere-transcribe) kupitia Doitong API. Nyaraka za mawakala: https://doitong.com/sw/developers/models/cohere-transcribe.md

POST https://api.doitong.com/v1/run/cohere-transcribe?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json

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

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

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

Pata ufunguo wa API

Cohere Matamshi hadi Maandishi #speech#transcribe#stt

Modeli ya kubadilisha usemi kuwa maandishi yenye lugha 14 za kuchagua na kidhibiti cha hiari cha alama za uakifishaji

OpenAPI Markdown

Cohere · 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

Ombi hili: sekunde 10 × $ 0.0000694 $ 0.001 salio la API 1

Endesha · $ 0.001

Hutozwa tu ikifanikiwa, na kurejeshewa kiotomatiki ikishindwa.

Faili zako za kuingiza

audio_url

Urefu, s

Kikokotoo hutumia nambari hizi. POST /quote/cohere-transcribe 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

URL ya faili la sauti kwa unukuzi. Miundo inayokubalika ni flac, ogg, webm, wav, m4a, mpga, mpeg, mp4 na mp3.

Ya kina language · max_new_tokens · punctuation

language chaguomsingi en

Tambua lugha ya sauti kwa kutumia mojawapo ya misimbo hii ya ISO 639-1: en, fr, de, it, es, pt, el, nl, pl, zh, ja, ko, vi, ar.

max_new_tokens chaguomsingi 256

Kikomo cha uzalishaji wa tokeni kwa kila kipande cha sauti.

POST /run/cohere-transcribe?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.com/v1/run/cohere-transcribe?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"
  }'

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

const API = "https://api.doitong.com/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/cohere-transcribe?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3"
  }),
});
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.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

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

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/cohere-transcribe", 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": "cohere-transcribe",
      "input": {
        "audio": "https://content.doitong.com/audio/showcase/v3/tools/dub_es.mp3"
      },
      "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 Cohere Transcribe

Hunukuu faili ya sauti kutoka `audio_url` (mp3, mp4, mpeg, mpga, m4a, wav, webm, ogg au flac) kuwa maandishi. `language` hukubali en, fr, de, it, es, pt, el, nl, pl, zh, ja, ko, vi au ar, ikiwa chaguomsingi ni en. `punctuation` inaweza kuzimwa, na `max_new_tokens` (1 hadi 1014) huweka kikomo cha matokeo kwa kila kipande cha sauti.

Vigezo

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

JinaAina ChaguomsingiInaruhusiwa Maelezo

audio_urlinahitajika audio

Ainaurl · audio

URL ya faili la sauti kwa unukuzi. Miundo inayokubalika ni flac, ogg, webm, wav, m4a, mpga, mpeg, mp4 na mp3.

languagesi lazima

Ainaenum

Chaguomsingien

enfrdeitesptelnlplzhjakoviar

Tambua lugha ya sauti kwa kutumia mojawapo ya misimbo hii ya ISO 639-1: en, fr, de, it, es, pt, el, nl, pl, zh, ja, ko, vi, ar.

punctuationsi lazima

Ainaboolean

Chaguomsingitrue

Hudhibiti ikiwa maandishi ya tokeo yanajumuisha herufi kubwa na alama za uakifishaji.

max_new_tokenssi lazima

Ainainteger

Chaguomsingi256

1 – 1,014

Kikomo cha uzalishaji wa tokeni kwa kila kipande cha sauti.

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": "cohere-transcribe",
  "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"
  },
  "output": {
    "text": "string",
    "timings": {}
  },
  "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.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.com/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

text: stringMaandishi yaliyopatikana kwa kunukuu faili la sauti.
timings: objectMgawanyo wa muda wa utendaji, uliopimwa kwa sekunde.

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/cohere-transcribe.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt

Tokeo lako la kwanza linaonekana hapa

Unda ombi

Endesha ombi hili

Kuhusu Cohere Transcribe

Vigezo

Tokeo

Miundo zaidi: Matamshi hadi Maandishi

Elevenlabs - Forced Alignment Tofauti: 4

ElevenLabs Speech to Text Tofauti: 2

ElevenLabs Speech to Text - Scribe V2 Tofauti: 2

Kotoba Speech-to-Text