Bias in Automated Speaker Recognition

Author:

Hutiri Wiebke Toussaint1,Ding Aaron Yi2

Affiliation:

1. Technology, Policy & Management / Engineering Systems & Services / Cyber Physical Intelligence Lab, Delft University of Technology, Netherlands

2. Technology, Policy & Management/Engineering Systems & Services / Cyber Physical Intelligence Lab, Delft University of Technology, Netherlands

Publisher

ACM

Reference58 articles.

1. Martine Adda-Decker and Lori Lamel . 2005. Do speech recognizers prefer female speakers?INTERSPEECH ( 2005 ), 2205–2208. https://www.isca-speech.org/archive/interspeech_2005/addadecker05_interspeech.html Martine Adda-Decker and Lori Lamel. 2005. Do speech recognizers prefer female speakers?INTERSPEECH (2005), 2205–2208. https://www.isca-speech.org/archive/interspeech_2005/addadecker05_interspeech.html

2. Speaker recognition based on deep learning: An overview

3. Tolga Bolukbasi , Kai-wei Chang, James Zou , Venkatesh Saligrama , and Adam Kalai . 2016 . Man is to Computer Programmer as Woman is to Homemaker ? Debiasing Word Embeddings. In NIPS’16: Proceedings of the 30th International Conference on Neural Information Processing Systems. 4356 – 4364 . Tolga Bolukbasi, Kai-wei Chang, James Zou, Venkatesh Saligrama, and Adam Kalai. 2016. Man is to Computer Programmer as Woman is to Homemaker ? Debiasing Word Embeddings. In NIPS’16: Proceedings of the 30th International Conference on Neural Information Processing Systems. 4356 – 4364.

4. Joy Buolamwini and Timnit Gebru . 2018 . Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification . In Proceedings of Machine Learning Research: Conference on Fairness, Accountability, and Transparency, Vol. 81 . 1889–1896. Joy Buolamwini and Timnit Gebru. 2018. Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification. In Proceedings of Machine Learning Research: Conference on Fairness, Accountability, and Transparency, Vol. 81. 1889–1896.

5. In Defence of Metric Learning for Speaker Recognition

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