Gradient-Informed Training for Low-Resource Multilingual Speech Translation

Ruiyan Sun, Satoshi Nakamura

In low-resource multilingual speech-to-text translation, uniform architectural sharing across languages frequently introduces representation conflicts that impede convergence. This…