Axel Roebel

Principal Researcher, STMS, Institut de Recherche et Coordination Acoustique/Musique

Joined

April 2023

Names

Axel Roebel (Preferred)

Axel Röbel

Roebel

Emails

****@ircam.fr (Confirmed)

****@free.fr

Personal Links

Career & Education History

Principal Researcher

STMS, Institut de Recherche et Coordination Acoustique/Musique (ircam.fr)

2008 – Present

Advisors, Relations & Conflicts

PhD Advisee

Simon Rouard

2022 – Present

Coworker

Alexandre Défossez

2020 – Present

Coworker

Philippe Esling

2010 – Present

Coworker

Nicolas Obin

2005 – Present

Expertise

Deep learning

voice

music

signal

2017 – Present

singing voice

speech

signal processing

2008 – Present

sound

sinusoidal models

phase vocoder

2000 – Present

time-frequency representation

music transformation

voice transformation

2000 – Present

Publications

Continuous Audio Language Models
Simon Rouard, Manu Orsini, Axel Roebel, Neil Zeghidour, Alexandre Défossez
- ICLR 2026 Poster
- Readers: Everyone
Neural network modeling of speech and music signals
Axel Roebel
- Advances in Neural Information Processing Systems
- Readers: Everyone
Lina-Speech: Gated Linear Attention is a Fast and Parameter-Efficient Learner for text-to-speech synthesis
Théodor Lemerle, Harrison Vanderbyl, Vaibhav Srivastav, Nicolas Obin, Axel Roebel
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Audio Conditioning for Music Generation via Discrete Bottleneck Features
Simon Rouard, Yossi Adi, Jade Copet, Axel Roebel, Alexandre Défossez
- CoRR 2024
- Readers: Everyone
Small-E: Small Language Model with Linear Attention for Efficient Speech Synthesis
Théodor Lemerle, Nicolas Obin, Axel Roebel
- CoRR 2024
- Readers: Everyone
Manipulating Voice Attributes by Adversarial Learning of Structured Disentangled Representations
Laurent Benaroya, Nicolas Obin, Axel Roebel
- Entropy 2023
- Readers: Everyone
VaSAB: The variable size adaptive information bottleneck for disentanglement on speech and singing voice
Frederik Bous, Axel Roebel
- CoRR 2023
- Readers: Everyone
Analysis and Transformation of Voice Level in Singing Voice
Frederik Bous, Axel Roebel
- ICASSP 2023
- Readers: Everyone
AI (r)evolution - where are we heading? Thoughts about the future of music and sound technologies in the era of deep learning
Giovanni Bindi, Nils Demerlé, Rodrigo Diaz, David Genova, Aliénor Golvet, Ben Hayes, Jiawen Huang, Lele Liu, Vincent Martos, Sarah Nabi, Teresa Pelinski, Lenny Renault, Saurjya Sarkar, Pedro Sarmento, Cyrus Vahidi, Lewis Wolstanholme, Yixiao Zhang, Axel Roebel, Nick Bryan-Kinns, Jean-Louis Giavitto et al. (1 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 14 Apr 2024
- CoRR 2023
- Readers: Everyone
StyleWaveGAN: Style-based synthesis of drum sounds using generative adversarial networks for higher audio quality
Antoine Lavault, Axel Roebel, Matthieu Voiry
- EUSIPCO 2022
- Readers: Everyone

View all 121 publications

Co-Authors

View all 115 co-authors