George Fazekas

According to our database, George Fazekas authored at least 29 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MIDI-VALLE: Improving Expressive Piano Performance Synthesis Through Neural Codec Language Modelling.

Jingjing Tang, Xin Wang, Zhe Zhang, Junichi Yamagishi, Geraint A. Wiggins, George Fazekas

CoRR, July, 2025

Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks.

Christos Plachouras, Julien Guinot, George Fazekas, Elio Quinton, Emmanouil Benetos, Johan Pauwels

CoRR, May, 2025

Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding.

Marco Pasini, Stefan Lattner, George Fazekas

CoRR, January, 2025

Towards An Integrated Approach for Expressive Piano Performance Synthesis from Music Scores.

Jingjing Tang, Erica Cooper, Xin Wang, Junichi Yamagishi, George Fazekas

CoRR, January, 2025

2024

MuChoMusic dataset.

Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas, Dmitry Bogdanov

Dataset, July, 2024

Continuous Autoregressive Models with Noise Augmentation Avoid Error Accumulation.

Marco Pasini, Javier Nistal, Stefan Lattner, George Fazekas

CoRR, 2024

Low-Data Classification of Historical Music Manuscripts: A Few-Shot Learning Approach.

Elona Shatri, Daniel Raymond, George Fazekas

CoRR, 2024

Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN.

Elona Shatri, Kalikidhar Palavala, George Fazekas

CoRR, 2024

Diff-MSTC: A Mixing Style Transfer Prototype for Cubase.

Soumya Sai Vanka, Lennart Hannink, Jean-Baptiste Rolland, George Fazekas

CoRR, 2024

Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation.

Elona Shatri, George Fazekas

CoRR, 2024

MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models.

Benno Weck, Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas, Dmitry Bogdanov

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

Diff-MST: Differentiable Mixing Style Transfer.

Soumya Sai Vanka, Christian J. Steinmetz, Jean-Baptiste Rolland, Joshua D. Reiss, George Fazekas

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

Music2Latent: Consistency Autoencoders for Latent Audio Compression.

Marco Pasini, Stefan Lattner, George Fazekas

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

Semi-Supervised Contrastive Learning of Musical Representations.

Julien Guinot, Elio Quinton, George Fazekas

Proceedings of the 25th International Society for Music Information Retrieval Conference, 2024

2023

Self-Supervised Music Source Separation Using Vector-Quantized Source Category Estimates.

Marco Pasini, Stefan Lattner, George Fazekas

CoRR, 2023

JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music Overpainting.

Eleanor Row, Jingjing Tang, George Fazekas

CoRR, 2023

Reconstructing Human Expressiveness in Piano Performances with a Transformer Network.

Jingjing Tang, Geraint A. Wiggins, George Fazekas

CoRR, 2023

Adoption of AI Technology in the Music Mixing Workflow: An Investigation.

Soumya Sai Vanka, Maryam Safi, Jean-Baptiste Rolland, George Fazekas

CoRR, 2023

An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in the Task of Sequential Music Generation.

Yuqiang Li, Shengchen Li, George Fazekas

CoRR, 2023

General Purpose Audio Effect Removal.

Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

SketchSynth: a browser-based sketching interface for sound control.

Sebastian Löbbers, George Fazekas

Proceedings of the 23rd International Conference on New Interfaces for Musical Expression, 2023

2022

Differentiable Time-Frequency Scattering in Kymatio.

John Muradeli, Cyrus Vahidi, Changhong Wang, Han Han, Vincent Lostanlen, Mathieu Lagrange, George Fazekas

CoRR, 2022

ATEPP: A Dataset of Automatically Transcribed Expressive Piano Performance.

Huan Zhang, Jingjing Tang, Syed Rm Rafee, Simon Dixon, George Fazekas, Geraint A. Wiggins

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Contrastive Audio-Language Learning for Music.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, George Fazekas

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

How Music features and Musical Data Representations Affect Objective Evaluation of Music Composition: A Review of CSMT Data Challenge 2020.

Yuqiang Li, Shengchen Li, George Fazekas

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021

Zero-shot Singing Technique Conversion.

Brendan D. O'Connor, Simon Dixon, George Fazekas

CoRR, 2021

An Exploratory Study on Perceptual Spaces of the Singing Voice.

Brendan D. O'Connor, Simon Dixon, George Fazekas

CoRR, 2021

Ontology based Machine Learning in Semantic Audio Applications - Abstract.

George Fazekas

Proceedings of the International Semantic Intelligence Conference 2021 (ISIC 2021), 2021

2020

Timbre Space Representation of a Subtractive Synthesizer.

Cyrus Vahidi, George Fazekas, Charalampos Saitis, Alessandro Palladini

CoRR, 2020