Munist is designed to deliver state-of-the-art accuracy for Arabic speech recognition.
With just a simple API call, you can turn Arabic audio into clean, high-quality text — no SDKs or libraries required.

👉 Subscribe on our portal, and after subscribing, you can create your own API key to start using Munist.
Get started today and unlock powerful Arabic transcription capabilities!

📜 API Quickstart

Endpoint:

POST https://api.cntxt.tools/audio/transcribe

Authentication:

Authorization: Bearer YOUR_API_KEY

How to get an API Key:

- Subscribe through our portal.
- After subscribing, you can generate and manage your API key directly from your account dashboard.
- Include the API key in every request using the Authorization header.

🛠️ Request Details

Request Type: POST
Content-Type: multipart/form-data
File Field Name: file
Supported Audio Formats: .mp3 (audio/mpeg)

🧩 Example Usage

cURL

curl -X 'POST' \
 ‘https://api.cntxt.tools/audio/transcribe’ \
 -H 'accept: */*' \
 -H 'Authorization: Bearer YOUR_API_KEY' \
 -H 'Content-Type: multipart/form-data' \
 -F 'file=@arabic_sample.mp3;type=audio/mpeg'

Python (requests)

import requests

url = "https://api.cntxt.tools/audio/transcribe"
headers = {
   "Authorization": "Bearer YOUR_API_KEY",
   "accept": "*/*"
}

files = {
   "file": ("arabic_sample.mp3", open("arabic_sample.mp3", "rb"), "audio/mpeg")
}

response = requests.post(url, headers=headers, files=files)

print(response.status_code)
print(response.json())

Node.js (node-fetch + form-data)

const fetch = require('node-fetch');
const FormData = require('form-data');
const fs = require('fs');

const form = new FormData();
form.append('file', fs.createReadStream('arabic_sample.mp3'), {
 contentType: 'audio/mpeg'
});

fetch(‘https://api.cntxt.tools/audio/transcribe’, {
 method: 'POST',
 headers: {
   'Authorization': 'Bearer YOUR_API_KEY',
   ...form.getHeaders()
 },
 body: form
})
.then(response => response.json())
.then(data => console.log(data))
.catch(error => console.error(error));

JavaScript (Browser)

async function transcribeAudio() {
 const formData = new FormData();
 const fileInput = document.querySelector('input[type="file"]');
 
 formData.append('file', fileInput.files[0]);

 const response = await fetch(‘https://api.cntxt.tools/audio/transcribe’, {
   method: 'POST',
   headers: {
     'Authorization': 'Bearer YOUR_API_KEY',
   },
   body: formData
 });

 const result = await response.json();
 console.log(result);
}

// Usage:
// <input type="file" onchange="transcribeAudio()" />

PHP (cURL)

<?php

$curl = curl_init();

curl_setopt_array($curl, [
 CURLOPT_URL => ‘https://api.cntxt.tools/audio/transcribe’,
 CURLOPT_RETURNTRANSFER => true,
 CURLOPT_POST => true,
 CURLOPT_HTTPHEADER => [
   'Authorization: Bearer YOUR_API_KEY',
   'accept: */*'
 ],
 CURLOPT_POSTFIELDS => [
   'file' => new CURLFile('arabic_sample.mp3', 'audio/mpeg')
 ],
]);

$response = curl_exec($curl);

curl_close($curl);
echo $response;
?>

Java (OkHttp)

import java.io.File;
import okhttp3.*;

public class ArabicSpeechToText {
   public static void main(String[] args) throws Exception {
       OkHttpClient client = new OkHttpClient();

       MediaType mediaType = MediaType.parse("audio/mpeg");
       File file = new File("arabic_sample.mp3");

       RequestBody formBody = new MultipartBody.Builder()
               .setType(MultipartBody.FORM)
               .addFormDataPart("file", file.getName(),
                       RequestBody.create(file, mediaType))
               .build();

       Request request = new Request.Builder()
               .url("https://api.cntxt.tools/audio/transcribe")
               .post(formBody)
               .addHeader("Authorization", "Bearer YOUR_API_KEY")
               .addHeader("accept", "*/*")
               .build();

       Response response = client.newCall(request).execute();
       System.out.println(response.body().string());
   }
}

⚡ Notes

- Subscribe on the portal to gain access.
- Create and manage your own API key after subscribing.
- Use your API key in every request to authenticate.
- Munist offers state-of-the-art Arabic speech transcription built for real-world scale and reliability.