Alain Riou

16 papers Misc 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automatic Music Sample Identification with Multi-Track Contrastive Learning.
CoRR
Alain Riou, Joan Serrà, Yuki Mitsufuji
2025 J jnl
Efficient Generation of Binary Magic Squares.
CoRR
Alain Riou
2025 J jnl
PESTO: Real-Time Pitch Estimation with Self-supervised Transposition-equivariant Objective.
CoRR
Alain Riou, Bernardo Torres, Ben Hayes, Stefan Lattner, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters
2025 J jnl
PESTO: Real‑Time Pitch Estimation with Self‑Supervised Transposition‑Equivariant Objective.
Trans. Int. Soc. Music. Inf. Retr.
Alain Riou, Bernardo Torres, Ben Hayes, Stefan Lattner, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters
2025 J jnl
SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding.
CoRR
Julien Guinot, Alain Riou, Elio Quinton, György Fazekas
2025 — conf
SLAP: Siamese Language-Audio Pretraining without negative samples for Music Understanding.
ISMIR
Julien Guinot, Alain Riou, Elio Quinton, George Fazekas
2025 — —
Self-Supervised Learning of Audio Representations for Musical Applications. (Apprentissage auto-supervisé de représentations audio pour applications musicales).
Alain Riou
2025 J jnl
Translation-Equivariant Self-Supervised Learning for Pitch Estimation with Optimal Transport.
CoRR
Bernardo Torres, Alain Riou, Gaël Richard, Geoffroy Peeters
2025 Misc conf
Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures.
ICASSP
Alain Riou, Antonin Gagneré, Gaëtan Hadjeres, Stefan Lattner, Geoffroy Peeters
2024 — conf
Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning.
ICASSP Workshops
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters
2024 J jnl
Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning.
CoRR
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters
2024 — conf
Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation.
ISMIR
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Michael Anslow, Geoffroy Peeters
2024 J jnl
Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation.
CoRR
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Michael Anslow, Geoffroy Peeters
2024 J jnl
Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures.
CoRR
Alain Riou, Antonin Gagneré, Gaëtan Hadjeres, Stefan Lattner, Geoffroy Peeters
2023 — conf
PESTO: Pitch Estimation With Self-Supervised Transposition-Equivariant Objective.
ISMIR
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters
2023 J jnl
PESTO: Pitch Estimation with Self-supervised Transposition-equivariant Objective.
CoRR
Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters