Emotion Recognition from Speech in a Subject-Independent Approach

• Published in: Applied sciences Vol. 15; no. 13; p. 6958
• Main Authors: Majkowski, Andrzej, Kołodziej, Marcin
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.07.2025
• Subjects: Algorithms; Analysis; Artificial intelligence; Classification; Datasets; Deep learning; emotion recognition; Emotions; Females; Happiness; human–computer interaction; Machine learning; Males; Neural networks; Speaking; Speech

The aim of this article is to critically and reliably assess the potential of current emotion recognition technologies for practical applications in human–computer interaction (HCI) systems. The study made use of two databases: one in English (RAVDESS) and another in Polish (EMO-BAJKA), both contain...