3 citations · 8 across the 8 of their papers we have counts for
3 papers · 1 filter
On Enhancing Speech Emotion Recognition using Generative Adversarial Networks
Saurabh Sahu, Rahul Gupta, Carol Espy-Wilson
Generative Adversarial Networks (GANs) have gained a lot of attention from machine learning community due to their ability to learn and mimic an input data distribution. GANs consi…
Semi-supervised and Transfer learning approaches for low resource sentiment classification
Rahul Gupta, Saurabh Sahu, Carol Espy-Wilson +1
Sentiment classification involves quantifying the affective reaction of a human to a document, media item or an event. Although researchers have investigated several methods to rel…
Adversarial Auto-encoders for Speech Based Emotion Recognition
Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman +2
Recently, generative adversarial networks and adversarial autoencoders have gained a lot of attention in machine learning community due to their exceptional performance in tasks su…