WhisperX

70x real-time transcription speed via batched inference on top of Whisper

What WhisperX does

  • 70x real-time transcription speed via batched inference on top of Whisper
  • Adds wav2vec2 forced alignment for accurate word-level timestamps Whisper lacks natively
  • Built-in speaker diarization and VAD preprocessing to cut hallucinations

WhisperX — straight answers

What is WhisperX?

WhisperX is listed under Speech & Transcription Engines, in the AI Models & Local Execution category on Flocci AI Tools. 70x real-time transcription speed via batched inference on top of Whisper. It is free, with no paid plan attached, and it lives at github.com.

Is WhisperX free?

WhisperX is listed as fully free — there is no paid tier attached to it in the catalog. That makes it one of the 115 entries on Flocci AI Tools with no upgrade path built in.

What can WhisperX do?

WhisperX does 3 things the catalog singles out: 70x real-time transcription speed via batched inference on top of whisper; adds wav2vec2 forced alignment for accurate word-level timestamps whisper lacks natively; built-in speaker diarization and vad preprocessing to cut hallucinations.

What is the best free alternative to WhisperX?

NVIDIA Parakeet is the closest free alternative: it sits in the same Speech & Transcription Engines sub-category and is free. OpenAI Whisper, AssemblyAI and Deepgram also start free. The full list is on the alternatives page.

See the full list →

WhisperX alternatives

Compare all alternatives →

OpenAI Whisper

Speech & Transcription Engines
free
  • Open-source speech-to-text, run locally free
  • 99+ languages and translation
  • Robust to accents and noise
  • Powers countless apps

Deepgram

Speech & Transcription Engines
freemium
  • Fast, accurate speech-to-text API
  • Real-time streaming and diarization
  • Voice-agent building blocks
  • Free credits to start

AssemblyAI

Speech & Transcription Engines
freemium
  • Speech-to-text with audio intelligence
  • Summaries, topics and sentiment
  • Speaker diarization
  • Free tier for developers

NVIDIA Parakeet

Speech & Transcription Engines
free
  • Tops the Hugging Face Open ASR Leaderboard with 6.05% average WER at 0.6B params
  • CC-BY-4.0 license, free for commercial and non-commercial use
  • RTFx ~3,386 — extremely fast inference relative to accuracy

Mistral Voxtral

Speech & Transcription Engines
freemium
  • Apache 2.0 open-weight models (24B and 3B) downloadable from Hugging Face
  • Built-in Q&A/summarization over audio, not just raw transcription
  • Function-calling directly from voice input for agent workflows

Speechmatics

Speech & Transcription Engines
freemium
  • Free starting credit with no card required, 56+ language support
  • Model-training discount program cuts costs 33% for data-sharing customers
  • On-premises/VPC deployment for privacy-sensitive enterprise use

Head-to-head comparisons