Emotion Analysis from Voice Signals: A Machine Learning Approach

Abstract

Human speech transmits rich paralinguistic cues like emotion in addition to linguistic information. There are many uses for automatically identifying emotions from speech, including customer service, mental health evaluation, and human-computer interaction. This study investigates the extraction of emotions from voice signals using machine learning techniques.