Cl-masr: A continual learning benchmark for multilingual asr

L Della Libera, P Mousavi, S Zaiem… - … on Audio, Speech …, 2024 - ieeexplore.ieee.org
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 …

[PDF][PDF] Experience Replay Optimization via ESMM for Stable Deep Reinforcement Learning.

RS Osei, D Lopez - … Journal of Advanced Computer Science & …, 2024 - researchgate.net
The memorization and reuse of experience, popularly known as experience replay (ER), has
improved the performance of off-policy deep reinforcement learning (DRL) algorithms such …

Preserving Knowledge in Simulated Behavioral Action Loops

RS Clair - 2022 - search.proquest.com
One basic goal of artificial learning systems is the ability to continually learn throughout that
system's lifetime. Transitioning between tasks and re-deploying prior knowledge is thus a …