Gabriel Meseguer-Brocal

According to our database, Gabriel Meseguer-Brocal authored at least 28 papers between 2018 and 2026.

Collaborative distances:

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

2026

Scalable Music Cover Retrieval Using Lyrics-Aligned Audio Embeddings.

Joanne Affolter, Benjamin Martin, Elena V. Epure, Gabriel Meseguer-Brocal, Frédéric Kaplan

Proceedings of the Advances in Information Retrieval, 2026

2025

Learning Linearity in Audio Consistency Autoencoders via Implicit Regularization.

Bernardo Torres, Manuel Moussallam, Gabriel Meseguer-Brocal

CoRR, October, 2025

Understanding Equivariant Self-Supervised Learning in Musical Pitch Class Space.

Vincent Lostanlen, Yuexuan Kong, Gabriel Meseguer-Brocal, Mathieu Lagrange, Romain Hennequin

IEEE Signal Process. Lett., 2025

Multi-Class-Token Transformer for Multitask Self-supervised Music Information Retrieval.

Yuexuan Kong, Vincent Lostanlen, Romain Hennequin, Mathieu Lagrange, Gabriel Meseguer-Brocal

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2025

"Beyond the past": Leveraging Audio and Human Memory for Sequential Music Recommendation.

Viet-Anh Tran, Bruno Sguerra, Gabriel Meseguer-Brocal, Léa Briand, Manuel Moussallam

Proceedings of the Nineteenth ACM Conference on Recommender Systems, 2025

Emergent musical properties of a transformer under contrastive self-supervised learning.

Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

AI-Generated Song Detection via Lyrics Transcripts.

Markus Frohmann, Elena V. Epure, Gabriel Meseguer-Brocal, Markus Schedl, Romain Hennequin

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

A Fourier Explanation of AI-music Artifacts.

Darius Afchar, Gabriel Meseguer-Brocal, Kamil Akesbi, Romain Hennequin

Proceedings of the 26th International Society for Music Information Retrieval Conference, 2025

S-KEY: Self-supervised Learning of Major and Minor Keys from Audio.

Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

AI-Generated Music Detection and its Challenges.

Darius Afchar, Gabriel Meseguer-Brocal, Romain Hennequin

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Double Entendre: Robust Audio-Based AI-Generated Lyrics Detection via Multi-View Fusion.

Markus Frohmann, Gabriel Meseguer-Brocal, Markus Schedl, Elena V. Epure

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Harnessing High-Level Song Descriptors towards Natural Language-Based Music Recommendation.

Elena V. Epure, Gabriel Meseguer-Brocal, Darius Afchar, Romain Hennequin

CoRR, 2024

Detecting Synthetic Lyrics with Few-Shot Inference.

Yanis Labrak, Gabriel Meseguer-Brocal, Elena V. Epure

CoRR, 2024

Detecting music deepfakes is easy but actually hard.

Darius Afchar, Gabriel Meseguer-Brocal, Romain Hennequin

CoRR, 2024

STONE: Self-Supervised Tonality Estimator.

Yuexuan Kong, Vincent Lostanlen, Gabriel Meseguer-Brocal, Stella Wong, Mathieu Lagrange, Romain Hennequin

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

From Real to Cloned Singer Identification.

Dorian Desblancs, Gabriel Meseguer-Brocal, Romain Hennequin, Manuel Moussallam

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

An Experimental Comparison of Multi-View Self-Supervised Methods for Music Tagging.

Gabriel Meseguer-Brocal, Dorian Desblancs, Romain Hennequin

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

Lyrics segmentation via bimodal text-audio representation.

Michael Fell, Yaroslav Nechaev, Gabriel Meseguer-Brocal, Elena Cabrio, Fabien Gandon, Geoffroy Peeters

Nat. Lang. Eng., 2022

Movement Analysis and Decomposition with the Continuous Wavelet Transform.

Jules Françoise, Gabriel Meseguer-Brocal, Frédéric Bevilacqua

Proceedings of the MOCO '22: 8th International Conference on Movement and Computing, Chicago, IL, USA, June 22, 2022

A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation.

Rachel M. Bittner, Juan José Bosch, David Rubinstein, Gabriel Meseguer-Brocal, Sebastian Ewert

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

vocadito: A dataset of solo vocals with f₀, note, and lyric annotations.

Rachel M. Bittner, Katherine Pasalo, Juan José Bosch, Gabriel Meseguer-Brocal, David Rubinstein

CoRR, 2021

MULTIMODAL ANALYSIS: Informed content estimation and audio source separation.

Gabriel Meseguer-Brocal

CoRR, 2021

2020

MULTIMODAL ANALYSIS: Informed content estimation and audio source separation. (ANALYSE MULTIMODALE: estimation informée du contenu et séparation des sources audio).

Gabriel Meseguer-Brocal

PhD thesis, 2020

Creating DALI, a Large Dataset of Synchronized Audio, Lyrics, and Notes.

Gabriel Meseguer-Brocal, Alice Cohen-Hadria, Geoffroy Peeters

Trans. Int. Soc. Music. Inf. Retr., 2020

Data Cleansing with Contrastive Learning for Vocal Note Event Annotations.

Gabriel Meseguer-Brocal, Rachel M. Bittner, Simon Durand, Brian Brost

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Content based singing voice source separation via strong conditioning using aligned phonemes.

Gabriel Meseguer-Brocal, Geoffroy Peeters

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

Conditioned-U-Net: Introducing a Control Mechanism in the U-Net for Multiple Source Separations.

Gabriel Meseguer-Brocal, Geoffroy Peeters

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2018

DALI: A Large Dataset of Synchronized Audio, Lyrics and notes, Automatically Created using Teacher-student Machine Learning Paradigm..

Gabriel Meseguer-Brocal, Alice Cohen-Hadria, Geoffroy Peeters

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018