17 citations · 45 across the 6 of their papers we have counts for
6 papers
Learning Complex Basis Functions for Invariant Representations of Audio
Stefan Lattner, Monika Dörfler, Andreas Arzt
Learning features from data has shown to be more successful than using hand-crafted features for many machine learning tasks. In music information retrieval (MIR), features learned…
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…
The ACCompanion v0.1: An Expressive Accompaniment System
Carlos Cancino-Chacón, Martin Bonev, Amaury Durand +5
In this paper we present a preliminary version of the ACCompanion, an expressive accompaniment system for MIDI input. The system uses a probabilistic monophonic score follower to t…
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…
Learning Audio - Sheet Music Correspondences for Score Identification and Offline Alignment
Matthias Dorfer, Andreas Arzt, Gerhard Widmer
This work addresses the problem of matching short excerpts of audio with their respective counterparts in sheet music images. We show how to employ neural network-based cross-modal…
Modeling Harmony with Skip-Grams
David R. W. Sears, Andreas Arzt, Harald Frostel +2
String-based (or viewpoint) models of tonal harmony often struggle with data sparsity in pattern discovery and prediction tasks, particularly when modeling composite events like tr…