David Perera

According to our database, David Perera authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Ambiguity and Invariance in Machine Listening. (Ambiguïté et invariance dans l'écoute automatique).

David Perera

PhD thesis, 2025

Multiple Choice Learning for Efficient Speech Separation with Many Speakers.

David Perera, François Derrida, Théo Mariotte, Gaël Richard, Slim Essid

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing.

David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickaël Chen, Slim Essid, Gaël Richard

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Winner-takes-all learners are geometry-aware conditional density estimators.

Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Invariance-Based Layer Regularization for Sound Event Detection.

David Perera, Slim Essid, Gaël Richard

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Development and user testing study of MozzHub: a bipartite network-based dengue hotspot detector.

Jane Labadin, Boon Hao Hong, Wei King Tiong, Balvinder Singh Gill, David Perera, Andrew Ragai Henry Rigit, Sarbhan Singh, Cia Vei Tan, Sumarni Mohd Ghazali, Jenarun Jelip, Norhayati Mokhtar, Norafidah binti Abdul Rashid, Hazlin Bt Abu Bakar, Jyh Hann Lim, Norsyahida Md Taib, Aaron George

Multim. Tools Appl., May, 2023

2022

Latent and Adversarial Data Augmentations for Sound Event Detection and Classification.

David Perera, Slim Essid, Gaël Richard

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022