Transformers as feature extractors in emotion-based music visualization

• Main Author: Sim, Clodia Xin Ni
• Other Authors: Alexei Sourin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175170
• Institution: Nanyang Technological University

Cross-modal similarity learning evolves around the feature embeddings of the target modalities. With advancements in Deep Neural Network, feature extractions have seen an increasing sophistication. Convolutional Neural Networks (CNNs) and Residual Networks (ResNets) have proven to perform great...