# faas-metric

`faas-metric` is a Python library that implements the **Fairness-Adjusted ASR Score (FAAS)** — a unified metric to evaluate **both accuracy and fairness** in automatic speech recognition (ASR) systems. Based on the methodology proposed in the paper *ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems*, this library helps researchers and developers quantify model performance disparities across demographic groups using statistical fairness modeling.

...

## 📄 Citation
If you use this package in your work, please cite:
```
@inproceedings{rai2025asrfairbench,
  title={ASR-FAIRBENCH: Measuring and Benchmarking Equity Across Speech Recognition Systems},
  author={Rai, Anand and Rahangdale, Satyam and Anand, Utkarsh and Mukherjee, Animesh},
  booktitle={Proceedings of Interspeech},
  year={2025},
}
```

...