Xavier Serra

Singing Voice Accompaniment Data Augmentation with Generative Models

2025

Singing voice transcription is a key task in Music Information Retrieval (MIR) that focuses on identifying sung notes within a music audio segment. Advancing state-of-the-art methods in this area relies heavily on high-quality data, yet …

Sound and Music Recommendation with Knowledge Graphs

2016 · ACM Transactions on Intelligent Systems and Technology

The Web has moved, slowly but steadily, from a collection of documents towards a collection of structured data. Knowledge graphs have then emerged as a way of representing the knowledge encoded in such data as …