27 citations · 41 across the 4 of their papers we have counts for
4 papers
Equivariant Self-Supervision for Musical Tempo Estimation
Elio Quinton
Self-supervised methods have emerged as a promising avenue for representation learning in the recent years since they alleviate the need for labeled datasets, which are scarce and…
Contrastive Audio-Language Learning for Music
Ilaria Manco, Emmanouil Benetos, Elio Quinton +1
As one of the most intuitive interfaces known to humans, natural language has the potential to mediate many tasks that involve human-computer interaction, especially in application…
Learning music audio representations via weak language supervision
Ilaria Manco, Emmanouil Benetos, Elio Quinton +1
Audio representations for music information retrieval are typically learned via supervised learning in a task-specific fashion. Although effective at producing state-of-the-art res…
MusCaps: Generating Captions for Music Audio
Ilaria Manco, Emmanouil Benetos, Elio Quinton +1
Content-based music information retrieval has seen rapid progress with the adoption of deep learning. Current approaches to high-level music description typically make use of class…