Speech Emotion Recognition using Time-frequency Random Circular Shift and Deep Neural Networks
Idioma
en
Communication dans un congrès avec actes
Este ítem está publicado en
Speech Prosody 2022, 2022-05-23, Lisbonne.
Resumen en inglés
This paper addresses the problem of emotion recognition from a speech signal. Thus, we investigate a data augmentation technique based on circular shift of the input time-frequency representation which significantly enhances ...Leer más >
Palabras clave en inglés
Speech Emotion Recognition (SER)
Deep Convolutional Neural Networks
Time-frequency
Random Circular Shift (RCS)