nicknaskida/incredibly-fast-whisper:968947af – Run with an API on Replicate

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nicknaskida /incredibly-fast-whisper:968947af

Playground API

Input

audio

*file

Audio file

task

string

Task to perform: transcribe or translate to another language.

Default: "transcribe"

language

string

Language spoken in the audio, specify 'None' to perform language detection.

Default: "None"

batch_size

integer

Number of parallel batches you want to compute. Reduce if you face OOMs.

Default: 24

timestamp

string

Whisper supports both chunked as well as word level timestamps.

Default: "chunk"

diarise_audio

boolean

Use Pyannote.audio to diarise the audio clips. You will need to provide hf_token below too.

Default: false

hf_token

string

Shift + Return to add a new line

Provide a hf.co/settings/token for Pyannote.audio to diarise the audio clips. You need to agree to the terms in 'https://huggingface.co/pyannote/speaker-diarization-3.1' and 'https://huggingface.co/pyannote/segmentation-3.0' first.

num_speakers

integer

(minimum: 1)

Exact number of speakers present in the audio file. Useful when the exact number of participants in the conversation is known. Must be at least 1. Cannot be used together with min_speakers or max_speakers. (default: None)

min_speakers

integer

(minimum: 1)

Minimum number of speakers system should consider in audio file. Must be at least 1. Cannot be used together with num_speakers and be greater than max_speakers. (default: None)

max_speakers

integer

(minimum: 1)

Maximum number of speakers system should consider in audio file. Must be at least 1. Cannot be used together with num_speakers and be less than min_speakers. (default: None)

Run this model in Node.js with one line of code:

npx create-replicate --model=nicknaskida/incredibly-fast-whisper

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run nicknaskida/incredibly-fast-whisper using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "nicknaskida/incredibly-fast-whisper:968947af412ab5fc4574dde1bcaf09ae6b2c925ca8817c431f8e73ae61883c67",
  {
    input: {
      task: "transcribe",
      language: "None",
      timestamp: "chunk",
      batch_size: 24,
      diarise_audio: false
    }
  }
);

console.log(output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run nicknaskida/incredibly-fast-whisper using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "nicknaskida/incredibly-fast-whisper:968947af412ab5fc4574dde1bcaf09ae6b2c925ca8817c431f8e73ae61883c67",
    input={
        "task": "transcribe",
        "language": "None",
        "timestamp": "chunk",
        "batch_size": 24,
        "diarise_audio": False
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run nicknaskida/incredibly-fast-whisper using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "nicknaskida/incredibly-fast-whisper:968947af412ab5fc4574dde1bcaf09ae6b2c925ca8817c431f8e73ae61883c67",
    "input": {
      "task": "transcribe",
      "language": "None",
      "timestamp": "chunk",
      "batch_size": 24,
      "diarise_audio": false
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

No output yet! Press "Submit" to start a prediction.