Sam Nguyen

Speech Few-Shot Learning for Language Learners' Speech Recognition

This paper reports how speech recognition accuracy can be improved using the speech few-shot in-context learning capabilities of a multimodal foundation model when applied to the speech of language learners. Our proposed method, which combines speech few-shot with context prompting, demonstrates sig…