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.
1 maintainer
Metadata
1 maintainer
Release files for mate-workload-stt 0.1.0
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| mate_workload_stt-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 12.5 kB
Release files / mate_workload_stt-0.1.0.tar.gz
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