Dialect-Robust Speech Language Models with Synthetic Pseudo-Dialect Augmentation

Shunsuke Mitsumori, Tomoya Mizumoto, Yusuke Fujita

Speech Language Model (SLM) performance often degrades on dialects due to data scarcity. Conventional text-to-speech (TTS) augmentation struggles to cover diverse dialects as it re…