Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition

Hsuan Su, Hua Farn, Fan-Yun Sun +2

Synthetic data is widely used in speech recognition due to the availability of text-to-speech models, which facilitate adapting models to previously unseen text domains. However, e…