Emotion Prediction in Music Based on Artificial Intelligence Techniques

• Main Authors: Lin, Y.-J., Ding, S.Y., Lu, C.-K., Tang, T.B., Shen, J.-Y.
• Format: Conference or Workshop Item
• Published: 2023
• Online Access: http://scholars.utp.edu.my/id/eprint/38034/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85174920802&doi=10.1109%2fICCE-Taiwan58799.2023.10226902&partnerID=40&md5=b23cc77ba7b805f2f7344ab3587814a1
• Institution: Universiti Teknologi Petronas

Music is often described as the "language of emotion,"and emotion prediction is important as it can impact future behavior. This paper proposes an audio-based emotion prediction model using a One-Dimensional Convolutional Neural Network (1D-CNN) approach, with Mel-Frequency Cepstral Coeffi...