Continual Adaptation for Pacific Indigenous Speech Recognition

Yang Xiao, Aso Mahmudi, Nick Thieberger +3

Speech foundation models struggle with low-resource Pacific Indigenous languages because of severe data scarcity. Furthermore, full fine-tuning risks catastrophic forgetting. To ad…