3 papers
cs.SD2024
Do we need more complex representations for structure? A comparison of note duration representation for Music Transformers
Gabriel Souza, Flavio Figueiredo, Alexei Machado +1
In recent years, deep learning has achieved formidable results in creative computing. When it comes to music, one viable model for music generation are Transformer based models. Ho…
eess.IV2024
Exploring Foundation Models for Synthetic Medical Imaging: A Study on Chest X-Rays and Fine-Tuning Techniques
Davide Clode da Silva, Marina Musse Bernardes, Nathalia Giacomini Ceretta +4
Machine learning has significantly advanced healthcare by aiding in disease prevention and treatment identification. However, accessing patient data can be challenging due to priva…
eess.AS2024
A Comprehensive Review and Taxonomy of Audio-Visual Synchronization Techniques for Realistic Speech Animation
Jose Geraldo Fernandes, Sinval Nascimento, Daniel Dominguete +9
In many applications, synchronizing audio with visuals is crucial, such as in creating graphic animations for films or games, translating movie audio into different languages, and…