Elio Quinton

According to our database, Elio Quinton authored at least 21 papers between 2016 and 2025.

Collaborative distances:

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

2025

GD-Retriever: Controllable Generative Text-Music Retrieval with Diffusion Models.

Julien Guinot, Elio Quinton, György Fazekas

CoRR, June, 2025

SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding.

Julien Guinot, Alain Riou, Elio Quinton, György Fazekas

CoRR, June, 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

Leave-One-EquiVariant: Alleviating Invariance-Related Information Loss in Contrastive Music Representations.

Julien Guinot, Elio Quinton, György Fazekas

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

MuChoMusic dataset.

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

Dataset, July, 2024

Exploring trends in audio mixes and masters: Insights from a dataset analysis.

Angeliki Mourgela, Elio Quinton, Spyridon Bissas, Joshua D. Reiss, David Ronan

CoRR, 2024

Foundation Models for Music: A Survey.

Yinghao Ma, Anders Øland, Anton Ragni, Bleiz Macsen Del Sette, Charalampos Saitis, Chris Donahue, Chenghua Lin, Christos Plachouras, Emmanouil Benetos, Elio Quinton, Elona Shatri, Fabio Morreale, Ge Zhang, György Fazekas, Gus Xia, Huan Zhang, Ilaria Manco, Jiawen Huang, Julien Guinot, Liwei Lin, Luca Marinelli, Max W. Y. Lam, Megha Sharma, Qiuqiang Kong, Roger B. Dannenberg, Ruibin Yuan, Shangda Wu, Shih-Lun Wu, Shuqi Dai, Shun Lei, Shiyin Kang, Simon Dixon, Wenhu Chen, Wenhao Huang, Xingjian Du, Xingwei Qu, Xu Tan, Yizhi Li, Zeyue Tian, Zhiyong Wu, Zhizheng Wu, Ziyang Ma, Ziyu Wang

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

Robust Lossy Audio Compression Identification.

Hendrik Vincent Koops, Gianluca Micchi, Elio Quinton

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

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.

Ilaria Manco, Benno Weck, Seungheon Doh, Minz Won, Yixiao Zhang, Dmitry Bogdanov, Yusong Wu, Ke Chen, Philip Tovstogan, Emmanouil Benetos, Elio Quinton, György Fazekas, Juhan Nam

CoRR, 2023

SERENADE: A Model for Human-in-the-loop Automatic Chord Estimation.

Hendrik Vincent Koops, Gianluca Micchi, Ilaria Manco, Elio Quinton

Proceedings of the 2023 4th International Symposium on the Internet of Sounds, 2023

2022

Contrastive Audio-Language Learning for Music.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

CoRR, 2022

Equivariant self-supervision for musical tempo estimation.

Elio Quinton

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

Learning Music Audio Representations Via Weak Language Supervision.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

MusCaps: Generating Captions for Music Audio.

Ilaria Manco, Emmanouil Benetos, Elio Quinton, György Fazekas

Proceedings of the International Joint Conference on Neural Networks, 2021

2017

Towards the automatic analysis of metric modulations.

Elio Quinton

PhD thesis, 2017

Tracking metrical structure changes with sparse-NMF.

Elio Quinton, Ken O'Hanlon, Simon Dixon, Mark B. Sandler

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Exploring Trends in Trinidad Steelband Music Through Computational Ethnomusicology.

Elio Quinton, Florabelle Spielmann, Bob L. Sturm

Proceedings of the Music Technology with Swing - 13th International Symposium, 2017

2016

Estimation of the reliability of multiple rhythm features extraction from a single descriptor.

Elio Quinton, Mark B. Sandler, Simon Dixon

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016