Research Output
Artificial Intelligence • Music Information Retrieval • Music Generation • Natural Language Processing • Audio Signal Processing
Peer-Reviewed Papers
Exploiting Synchronized Lyrics and Vocal Features for Music Emotion Detection
L. Parisi, S. Francia, S. Olivastri, M.S. Tavella
arXiv preprint arXiv:1901.04831
Butter Lyrics Over Hominy Grit: Comparing Audio and Psychology-Based Text Features in MIR Tasks
J. Kim, A.M. Demetriou, S. Manolios, M.S. Tavella, C.C.S. Liem
ISMIR 2020, pp. 861-868
Exploiting Music Source Separation for Singing Voice Detection
F. Bonzi, M. Mancusi, S. Del Deo, P. Melucci, M.S. Tavella, L. Parisi, E. Rodolá
IEEE 33rd International Workshop on Machine Learning for Signal Processing
Patents
Method and System for Analyzing, Classifying, and Node-Ranking Content in Audio Tracks
L. Parisi, M. Paglia, A. Albano, P. Magnani, P. Melucci, M.S. Tavella
US Patent App. 17/869,053
Systems and Methods for Artificial Intelligence Assistant Publishing
M.S. Tavella, L. Parisi, M. Bracci, G. Costantino, F. Delfino, P. Melucci
US Patent App. 18/337,905
Open Source Projects
broski
Visual browser automation for humans. Create web scraping, testing, and monitoring workflows with a drag-and-drop UI — then watch Chromium do the work live.
musicnnCondVAE
Conditional Variational Autoencoder for music generation using deep neural networks
midi2img2vae
MIDI to image conversion with VAE-based music generation and reconstruction