CASA: Content-Acoustic Speaking Assessment with Speech Encoder and Large Language Model

Nhan Phan, Ilona Lähteenmäki, Anna von Zansen +4

Research on automatic speaking assessment (ASA) has increasingly adopted multimodal speech large language models to assess learners' speaking performance. However, existing studies…