Few-Shot Synthetic Accented Speech for ASR Fine-Tuning: What Helps and When?

Yurii Halychanskyi, Nimet Beyza Bozdag, Mark Hasegawa-Johnson +2

Synthetic accented speech is a promising way to improve automatic speech recognition (ASR) when real accented recordings are scarce. We ask what makes such data useful for ASR fine…