Unified Gradient Projection: Language-Balanced Continual Learning for Multilingual Low-Resource ASR

Ziang Ren, Guodong Lin, Yuchen Ai +2

Large-scale pretrained ASR models such as Whisper exhibit strong multilingual capabilities. However, fine-tuning on low-resource languages often causes catastrophic forgetting. Alt…