Speech-to-text workload plugin for mate-bench
Project description
mate-workload-stt
Speech-to-text workload plugin for mate-bench.
Benchmarks STT transcription speed and accuracy using LibriSpeech test-clean audio clips with faster-whisper.
Metrics
| Metric | Description |
|---|---|
rtf |
Real-Time Factor — processing_time / audio_duration (lower is better) |
wer |
Word Error Rate — edit distance / total reference words (lower is better) |
total_audio_seconds |
Total audio processed per run |
Profiles
| Profile | Clips | Audio | Model |
|---|---|---|---|
quick |
5 | ~50 s | whisper-large-v3 |
standard |
20 | ~200 s | whisper-large-v3 |
Usage
mate-bench run stt --profile quick
mate-bench run stt --profile standard
Test data
LibriSpeech test-clean (Panayotov et al., 2015). Licensed CC BY 4.0.
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