A practical checklist for local Whisper alternatives
Local is currently working well with medium or large turbo models on an 8GB VRAM GPU. A useful alternative would need a clearly lower WER than Whisper. It would also need reliable English, Japanese, and Korean support.
Speed should be similar to or faster. Accurate are required. The model also has to run within 8GB VRAM, so very large server-only options would not fit.
No specific replacement model or benchmark result is provided.
Key points
- The current baseline is medium or large turbo running on 8GB VRAM.
- The desired alternative must beat Whisper on WER.
- English, Japanese, and Korean support are required.
- Speed should match or beat .
- Accurate and 8GB VRAM support are must-haves.