Estimation of the reliability of multiple rhythm features extraction from a single descriptor. - Elio Quinton; Mark B. Sandler; Simon Dixon (ICASSP, 2016)

Exploring Trends in Trinidad Steelband Music Through Computational Ethnomusicology. - Elio Quinton; Florabelle Spielmann; Bob L. Sturm (CMMR, 2017)

Tracking metrical structure changes with sparse-NMF. - Elio Quinton; Ken O'Hanlon; Simon Dixon; Mark B. Sandler (ICASSP, 2017)

Towards the automatic analysis of metric modulations. - Elio Quinton (2017)

MusCaps: Generating Captions for Music Audio. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; György Fazekas (IJCNN, 2021)

Learning Music Audio Representations Via Weak Language Supervision. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; György Fazekas (ICASSP, 2022)

Contrastive Audio-Language Learning for Music. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; George Fazekas (ISMIR, 2022)

Equivariant self-supervision for musical tempo estimation. - Elio Quinton (ISMIR, 2022)

Contrastive Audio-Language Learning for Music. - Ilaria Manco; Emmanouil Benetos; Elio Quinton; György Fazekas (CoRR, 2022)

SERENADE: A Model for Human-in-the-loop Automatic Chord Estimation. - Hendrik Vincent Koops; Gianluca Micchi; Ilaria Manco; Elio Quinton (IS2, 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 002; Dmitry Bogdanov; Yusong Wu; Ke Chen 021; Philip Tovstogan; Emmanouil Benetos; Elio Quinton; György Fazekas; et al. (CoRR, 2023)

Semi-Supervised Contrastive Learning of Musical Representations. - Julien Guinot; Elio Quinton; George Fazekas (ISMIR, 2024)

Robust Lossy Audio Compression Identification. - Hendrik Vincent Koops; Gianluca Micchi; Elio Quinton (ISMIR, 2024)

MuChoMusic: Evaluating Music Understanding in Multimodal Audio-Language Models. - Benno Weck; Ilaria Manco; Emmanouil Benetos; Elio Quinton; George Fazekas; Dmitry Bogdanov (ISMIR, 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; et al. (CoRR, 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)

MuChoMusic dataset. - Benno Weck; Ilaria Manco; Emmanouil Benetos; Elio Quinton; George Fazekas; Dmitry Bogdanov (Zenodo, 2024)

Leave-One-EquiVariant: Alleviating Invariance-Related Information Loss in Contrastive Music Representations. - Julien Guinot; Elio Quinton; György Fazekas (ICASSP, 2025)

Towards a Unified Representation Evaluation Framework Beyond Downstream Tasks. - Christos Plachouras; Julien Guinot; George Fazekas; Elio Quinton; Emmanouil Benetos; Johan Pauwels (CoRR, 2025)

SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding. - Julien Guinot; Alain Riou; Elio Quinton; György Fazekas (CoRR, 2025)

GD-Retriever: Controllable Generative Text-Music Retrieval with Diffusion Models. - Julien Guinot; Elio Quinton; György Fazekas (CoRR, 2025)