icefall
by k2-fsa
ASR recipes (Conformer / Zipformer / Pruned Transducer) for k2 + sherpa.
TL;DR
ASR recipes (Conformer / Zipformer / Pruned Transducer) for k2 + sherpa.
Best for training Zipformer / pruned-RNNT models that run on Sherpa-ONNX at the edge. Pricing: free.
Category
Open source
License
—
Stars
—
Last push
—
Pricing
free
Platforms
Linux
What it is
Companion recipes repo for k2. Home of the Zipformer architecture. Apache-2.0.
Best for: Training Zipformer / pruned-RNNT models that run on Sherpa-ONNX at the edge.
Watch out for: Recipe-driven workflow expects shell + Python comfort.
Watch out for: Recipe-driven workflow expects shell + Python comfort.
Install / use
git clone https://github.com/k2-fsa/icefall
Features
| Speaker diarization | No |
| Word-level timestamps | Yes |
| Streaming / real-time | No |
| Languages supported | 40 |
| HIPAA eligible | No |
icefall vs Whipscribe
| Feature | icefall | Whipscribe |
|---|---|---|
| Category | Open source | Transcription APIs |
| Pricing | free | free beta |
| Speaker diarization | No | Yes |
| Word timestamps | Yes | Yes |
| Streaming | No | No |
| Languages | 40 | 99 |
| Platforms | Linux | Web, API, MCP |
Alternatives to icefall
Whipscribe is a managed faster-whisper + whisperX service. If you want transcripts without running infrastructure, paste a URL or drop a file in the form below — you'll have a transcript in seconds.