3 citations · 3 across the 5 of their papers we have counts for
6 papers
Learning to Predict Performance-induced Emotion Differences in Classical Piano Music
Joann Ching, Gerhard Widmer
Music is often used as a medium for communicating emotion, with performers shaping perceived affect through interpretation. This study addresses the challenge of identifying and pr…
Score-Agnostic Structure Analysis in Large-Scale Performance Datasets
Patricia Hu, Silvan Peter, Gerhard Widmer
In recent years, thanks to advances in automatic music transcription (AMT), several large-scale datasets of automatically transcribed piano solo music have been released. While the…
A Study on the Data Distribution Gap in Music Emotion Recognition
Joann Ching, Gerhard Widmer
Music Emotion Recognition (MER) is a task deeply connected to human perception, relying heavily on subjective annotations collected from contributors. Prior studies tend to focus o…
Expressivity-aware Music Performance Retrieval using Mid-level Perceptual Features and Emotion Word Embeddings
Shreyan Chowdhury, Gerhard Widmer
This paper explores a specific sub-task of cross-modal music retrieval. We consider the delicate task of retrieving a performance or rendition of a musical piece based on a descrip…
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval
Luis Carvalho, Gerhard Widmer
A range of applications of multi-modal music information retrieval is centred around the problem of connecting large collections of sheet music (images) to corresponding audio reco…
Passage Summarization with Recurrent Models for Audio-Sheet Music Retrieval
Luis Carvalho, Gerhard Widmer
Many applications of cross-modal music retrieval are related to connecting sheet music images to audio recordings. A typical and recent approach to this is to learn, via deep neura…