12 citations · 22 across the 8 of their papers we have counts for
3 papers · 1 filter
End-to-End Label Uncertainty Modeling in Speech Emotion Recognition using Bayesian Neural Networks and Label Distribution Learning
Navin Raj Prabhu, Nale Lehmann-Willenbrock, Timo Gerkman
To train machine learning algorithms to predict emotional expressions in terms of arousal and valence, annotated datasets are needed. However, as different people perceive others'…
Label Uncertainty Modeling and Prediction for Speech Emotion Recognition using t-Distributions
Navin Raj Prabhu, Nale Lehmann-Willenbrock, Timo Gerkmann
As different people perceive others' emotional expressions differently, their annotation in terms of arousal and valence are per se subjective. To address this, these emotion annot…
Perceived Conversation Quality in Spontaneous Interactions
Chirag Raman, Navin Raj Prabhu, Hayley Hung
The quality of daily spontaneous conversations is of importance towards both our well-being as well as the development of interactive social agents. Prior research directly studyin…