Alain Riou

According to our database, Alain Riou authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Translation-Equivariant Self-Supervised Learning for Pitch Estimation with Optimal Transport.

Bernardo Torres, Alain Riou, Gaël Richard, Geoffroy Peeters

CoRR, August, 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, August, 2025

SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding.

Julien Guinot, Alain Riou, Elio Quinton, György Fazekas

CoRR, June, 2025

Zero-shot Musical Stem Retrieval with Joint-Embedding Predictive Architectures.

Alain Riou, Antonin Gagneré, Gaëtan Hadjeres, Stefan Lattner, Geoffroy Peeters

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation.

Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Michael Anslow, Geoffroy Peeters

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

Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning.

Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

PESTO: Pitch Estimation With Self-Supervised Transposition-Equivariant Objective.

Alain Riou, Stefan Lattner, Gaëtan Hadjeres, Geoffroy Peeters

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023