64 citations · 322 across the 45 of their papers we have counts for
8 papers · 1 filter
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Stefan Balke, Matthias Dorfer, Luis Carvalho +2
Connecting large libraries of digitized audio recordings to their corresponding sheet music images has long been a motivation for researchers to develop new cross-modal retrieval s…
Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies
Meinard Müller, Andreas Arzt, Stefan Balke +2
There has been a rapid growth of digitally available music data, including audio recordings, digitized images of sheet music, album covers and liner notes, and video clips. This hu…
Machine Learning Approaches to Hybrid Music Recommender Systems
Andreu Vall, Gerhard Widmer
Music recommender systems have become a key technology supporting the access to increasingly larger music catalogs in on-line music streaming services, on-line music shops, and pri…
The Importance of Song Context and Song Order in Automated Music Playlist Generation
Andreu Vall, Massimo Quadrana, Markus Schedl +1
The automated generation of music playlists can be naturally regarded as a sequential task, where a recommender system suggests a stream of songs that constitute a listening sessio…
A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership
Andreu Vall, Matthias Dorfer, Markus Schedl +1
Automated music playlist continuation is a common task of music recommender systems, that generally consists in providing a fitting extension to a given playlist. Collaborative fil…
Piece Identification in Classical Piano Music Without Reference Scores
Andreas Arzt, Gerhard Widmer
In this paper we describe an approach to identify the name of a piece of piano music, based on a short audio excerpt of a performance. Given only a description of the pieces in tex…