ISCA Archive S4SG 2022
ISCA Archive S4SG 2022

Panel Discussion: Data Collection, Bias, and Ethical Concerns in Speech Processing

Odette Scharenborg, Emily Ahn, Gopala Anumanchipalli, Sakriani Sakti, Alan W Black

Going beyond mainstream modelling-focused research, this panel discussion focuses on questions of data collection, bias, and ethical concerns in speech processing. Moderated by Alan W Black, the discussion solicits answers from experts with diverse backgrounds on questions of consequences of bias in data collection, consequences of machine learning algorithms, large pre-trained language models in speech, and the differences of incentive in academia and industry.


Cite as: Scharenborg, O., Ahn, E., Anumanchipalli, G., Sakti, S., Black, A.W. (2022) Panel Discussion: Data Collection, Bias, and Ethical Concerns in Speech Processing. Proc. 1st Workshop on Speech for Social Good (S4SG)

@inproceedings{scharenborg22_s4sg,
  author={Odette Scharenborg and Emily Ahn and Gopala Anumanchipalli and Sakriani Sakti and Alan W Black},
  title={{Panel Discussion: Data Collection, Bias, and Ethical Concerns in Speech Processing}},
  year=2022,
  booktitle={Proc. 1st Workshop on Speech for Social Good (S4SG)},
  pages={}
}