---

name: incredibly-fast-whisper description: "Incredibly Fast Whisper | Audio Transcription. Transcribe audio files quickly with speaker diarization and multi-language support. Triggers: whisper, transcription, audio to text, speech to text, transcribe audio" allowed-tools: Bash(curl *), WebFetch

Incredibly Fast Whisper

Transcribe audio files with high speed using an optimized Whisper model. Supports multiple languages, speaker diarization, and word-level timestamps.

Quick Start

Requires an each::labs API key. Get one at eachlabs.ai.

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "incredibly-fast-whisper",
    "version": "0.0.1",
    "input": {
      "audio": "https://example.com/podcast-episode.wav",
      "language": "english",
      "task": "transcribe",
      "timestamp": "chunk"
    }
  }'

Parameters

Parameter	Type	Default	Description
audio	string	-	Audio file to transcribe
batch_size	integer	24	Batch size for processing
diarise_audio	boolean	false	Split conversation into segments by speaker
hf_token	string	-	HuggingFace API token for accessing private resources
language	string	None	Input language. enum: None (auto-detect), afrikaans, amharic, arabic, azerbaijani, belarusian, bosnian, breton, bulgarian, cantonese, catalan, chinese, croatian, czech, danish, dutch, english, estonian, finnish, french, german, hebrew, hindi, hungarian, italian, japanese, korean, lithuanian, macedonian, mongolian, myanmar, nepali, norwegian, polish, portuguese, romanian, russian, serbian, slovak, slovenian, spanish, swahili, swedish, tatar, telugu, turkish, ukrainian, welsh
task	string	transcribe	Task to perform. enum: transcribe
timestamp	string	chunk	Timestamp granularity. enum: chunk, word

Examples

Transcribe with speaker diarization:

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "incredibly-fast-whisper",
    "version": "0.0.1",
    "input": {
      "audio": "https://example.com/interview.wav",
      "language": "english",
      "diarise_audio": true,
      "timestamp": "word",
      "batch_size": 24
    }
  }'

Auto-detect language transcription:

curl -X POST https://api.eachlabs.ai/v1/prediction \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "model": "incredibly-fast-whisper",
    "version": "0.0.1",
    "input": {
      "audio": "https://example.com/foreign-audio.mp3",
      "language": "None",
      "task": "transcribe",
      "timestamp": "chunk"
    }
  }'

Related Models

• youtube-transcriptor - YouTube video transcription
• xtts-v2 - Text-to-speech synthesis
• openvoice - Voice cloning and speech

Documentation

• each::labs Docs
• API Reference