Gender Representation in French Broadcast Corpora and Its Impact on ASR Performance

Author:

Garnerin Mahault1,Rossato Solange1,Besacier Laurent1

Affiliation:

1. University Grenoble Alpes, Grenoble, France

Publisher

ACM Press

Reference28 articles.

1. Ahmed Abbasi, Jingjing Li, Gari Clifford, and Herman Taylor. 2018. Make “Fairness by Design" Part of Machine Learning. Harvard Business Review (2018). https://hbr.org/2018/08/make-fairness-by-design-part-of-machine-learning

2. Martine Adda-Decker and Lori Lamel. 2005. Do speech recognizers prefer female speakers?. In Proceedings of the 9textsuperscriptth European Conference on Speech Communication and Technology (INTERSPEECH 2005). 2205--2208.

3. Tolga Bolukbasi, Kai-Wei Chang, James Y. Zou, Venkatesh Saligrama, and Adam T. Kalai. 2016. Man is to computer programmer as woman is to homemaker? debiasing word embeddings. In Proceedings of the 30textsuperscriptth Conference on Neural Information Processing Systems (NIPS 2016). 4349--4357.

4. Danah Boyd and Kate Crawford. 2012. Critical Questions for Big Data: Provocations for a Cultural, Technological, and Scholarly Phenomenon. Information, communication &

5. society , Vol. 15, 5 (2012), 662--679.

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