221 citations · 1k across the 103 of their papers we have counts for
13 papers · 1 filter
Fully Automatic Page Turning on Real Scores
Florian Henkel, Stephanie Schwaiger, Gerhard Widmer
We present a prototype of an automatic page turning system that works directly on real scores, i.e., sheet images, without any symbolic representation. Our system is based on a mul…
Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking
Charles Brazier, Gerhard Widmer
Fully automatic opera tracking is challenging because of the acoustic complexity of the genre, combining musical and linguistic information (singing, speech) in complex ways. In th…
Efficient Training of Audio Transformers with Patchout
Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh +1
The great success of transformer-based models in natural language processing (NLP) has led to various attempts at adapting these architectures to other domains such as vision and a…
On-Line Audio-to-Lyrics Alignment Based on a Reference Performance
Charles Brazier, Gerhard Widmer
Audio-to-lyrics alignment has become an increasingly active research task in MIR, supported by the emergence of several open-source datasets of audio recordings with word-level lyr…
On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features
Shreyan Chowdhury, Gerhard Widmer
Despite recent advances in audio content-based music emotion recognition, a question that remains to be explored is whether an algorithm can reliably discern emotional or expressiv…
Over-Parameterization and Generalization in Audio Classification
Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel +2
Convolutional Neural Networks (CNNs) have been dominating classification tasks in various domains, such as machine vision, machine listening, and natural language processing. In ma…