Singer Identity Representation Learning Using Self-Supervised Techniques. - Bernardo Torres; Stefan Lattner; Gaël Richard (ISMIR, 2023)

A Fully Differentiable Model for Unsupervised Singing Voice Separation. - Gaël Richard; Pierre Chouteau; Bernardo Torres (ICASSP, 2024)

Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport. - Bernardo Torres; Geoffroy Peeters; Gaël Richard (ICASSP, 2024)

The Inverse Drum Machine: Source Separation Through Joint Transcription and Analysis-by-Synthesis. - Bernardo Torres; Geoffroy Peeters; Gaël Richard (CoRR, 2025)

PESTO: Real-Time Pitch Estimation with Self-supervised Transposition-equivariant Objective. - Alain Riou; Bernardo Torres; Ben Hayes; Stefan Lattner; Gaëtan Hadjeres; Gaël Richard; Geoffroy Peeters (CoRR, 2025)

Translation-Equivariant Self-Supervised Learning for Pitch Estimation with Optimal Transport. - Bernardo Torres; Alain Riou; Gaël Richard; Geoffroy Peeters (CoRR, 2025)