Whisper Large V3 Turbo – 5× Faster, Same Accuracy

November 6, 2024
·
4 min read
·Whisper Notes Team

Whisper Notes now supports Whisper Large-v3 Turbo. Same transcription accuracy, 5× faster. Currently available on Mac with Apple Silicon.

Whisper Large-v3 Turbo Illustration

What's Different

1. 5× Faster

Turbo processes audio five times faster than the standard Whisper model. In practice:

  • iPhone 15 Pro: 10 minutes of audio transcribes in ~82 seconds (was 425)
  • MacBook M2: 10 minutes in ~63 seconds (was 316)
  • 60% less battery drain

2. Same Accuracy

Turbo doesn't sacrifice quality for speed:

  • Identical accuracy to the standard model
  • Same timestamp precision
  • All 100+ languages supported—automatic language detection works the same

3. Still 100% Offline

Turbo runs on your device just like the standard model:

  • Everything processes locally—your audio never leaves your device
  • Zero server communication
  • Works completely offline

Device Requirements

Currently, Whisper Large-v3 Turbo is available on Mac with Apple Silicon (M1/M2/M3/M4 or newer).

We're closely monitoring future model updates for iPhone and iPad support. As AI models become more efficient, we hope to bring Turbo to mobile devices.

Why the limitation? Whisper Notes is 100% offline—users can't download models after installing the app. This means we ship one model that must balance performance across mainstream devices while maintaining accuracy. We're committed to finding the right balance between speed and accuracy.

Comparison: Time to Process 10 Minutes of Audio

Device Whisper Standard Whisper Large-v3 Turbo Improvement
iPhone 15 Pro 425 seconds 82 seconds 5.2× faster
iPad Pro M2 380 seconds 71 seconds 5.4× faster
MacBook Pro M2 316 seconds 63 seconds 5.0× faster

10 minutes of audio now transcribes in about a minute on recent hardware. Same accuracy, way faster.

Mac Version

Mac Whisper Notes uses the Turbo model on Apple Silicon Macs. M-series chips handle the faster processing really well—transcription speed matches the numbers above.