Search Results for author: Gyorgy Fazekas

Found 4 papers, 3 papers with code

Reconstructing Human Expressiveness in Piano Performances with a Transformer Network

1 code implementation9 Jun 2023 Jingjing Tang, Geraint Wiggins, Gyorgy Fazekas

Capturing intricate and subtle variations in human expressiveness in music performance using computational approaches is challenging.

Music Performance Rendering

Learning music audio representations via weak language supervision

1 code implementation8 Dec 2021 Ilaria Manco, Emmanouil Benetos, Elio Quinton, Gyorgy Fazekas

To address this question, we design a multimodal architecture for music and language pre-training (MuLaP) optimised via a set of proxy tasks.

Audio Classification Information Retrieval +2

Performer Identification From Symbolic Representation of Music Using Statistical Models

no code implementations5 Aug 2021 Syed Rifat Mahmud Rafee, Gyorgy Fazekas, Geraint A. ~Wiggins

We proposed and extracted a set of expressive features that are able to capture the characteristics of an individual performer's style.

MusCaps: Generating Captions for Music Audio

1 code implementation24 Apr 2021 Ilaria Manco, Emmanouil Benetos, Elio Quinton, Gyorgy Fazekas

Content-based music information retrieval has seen rapid progress with the adoption of deep learning.

Audio captioning Classification +3

Cannot find the paper you are looking for? You can Submit a new open access paper.