1 citations · 1 across the 4 of their papers we have counts for
4 papers
How to Choose a Reinforcement-Learning Algorithm
Fabian Bongratz, Vladimir Golkov, Lukas Mautner +5
The field of reinforcement learning offers a large variety of concepts and methods to tackle sequential decision-making problems. This variety has become so large that choosing an…
How Should We Extract Discrete Audio Tokens from Self-Supervised Models?
Pooneh Mousavi, Jarod Duret, Salah Zaiem +4
Discrete audio tokens have recently gained attention for their potential to bridge the gap between audio and language processing. Ideal audio tokens must preserve content, paraling…
Focal Modulation Networks for Interpretable Sound Classification
Luca Della Libera, Cem Subakan, Mirco Ravanelli
The increasing success of deep neural networks has raised concerns about their inherent black-box nature, posing challenges related to interpretability and trust. While there has b…
CL-MASR: A Continual Learning Benchmark for Multilingual ASR
Luca Della Libera, Pooneh Mousavi, Salah Zaiem +2
Modern multilingual automatic speech recognition (ASR) systems like Whisper have made it possible to transcribe audio in multiple languages with a single model. However, current st…