184 citations · 678 across the 15 of their papers we have counts for
5 papers · 1 filter
Mixed-EVC: Mixed Emotion Synthesis and Control in Voice Conversion
Kun Zhou, Berrak Sisman, Carlos Busso +2
Emotional voice conversion (EVC) traditionally targets the transformation of spoken utterances from one emotional state to another, with previous research mainly focusing on discre…
Semi-Supervised Speech Emotion Recognition with Ladder Networks
Srinivas Parthasarathy, Carlos Busso
Speech emotion recognition (SER) systems find applications in various fields such as healthcare, education, and security and defense. A major drawback of these systems is their lac…
Curriculum Learning for Speech Emotion Recognition from Crowdsourced Labels
Reza Lotfian, Carlos Busso
This study introduces a method to design a curriculum for machine-learning to maximize the efficiency during the training process of deep neural networks (DNNs) for speech emotion…
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes
Srinivas Parthasarathy, Carlos Busso
Recognizing emotions using few attribute dimensions such as arousal, valence and dominance provides the flexibility to effectively represent complex range of emotional behaviors. C…
Domain Adversarial for Acoustic Emotion Recognition
Mohammed Abdelwahab, Carlos Busso
The performance of speech emotion recognition is affected by the differences in data distributions between train (source domain) and test (target domain) sets used to build and eva…