faas-metric 0.1.0

Fairness-Adjusted ASR Score metric

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},
}

...