60 citations · 83 across the 12 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.SD2021★ 2 cited
Best Practices for Noise-Based Augmentation to Improve the Performance of Deployable Speech-Based Emotion Recognition Systems
Mimansa Jaiswal, Emily Mower Provost
Speech emotion recognition is an important component of any human centered system. But speech characteristics produced and perceived by a person can be influenced by a multitude of…
cs.CL2021
Human-Imitating Metrics for Training and Evaluating Privacy Preserving Emotion Recognition Models Using Sociolinguistic Knowledge
Mimansa Jaiswal, Emily Mower Provost
Privacy preservation is a crucial component of any real-world application. But, in applications relying on machine learning backends, privacy is challenging because models often ca…