IEEE

Accuracy Enhancement Method for Speech Emotion Recognition From Spectrogram Using Temporal Frequency Correlation and Positional Information Learning Through Knowledge Transfer

Abstract: In this paper, we propose a method to improve the accuracy of speech emotion recognition (SER) by using vision transformer (ViT) to attend to the correlation of frequency (y-axis) with time ...
IEEE

Spectrogram-Based Energy Measures for Gauging Sleep Disorder Metamorphosis: Relationship of Sleep Disorder to Cardiac Arrhythmia

Abstract: This study aims to examine the new labels for the significant characterization of sleep disorder, in the context of sleep microstructure, as revealed by cyclic alternating pattern (CAP). The ...