Ping Zhang

A multimodal deep learning framework for automated oral English fluency assessment

The rapid growth in the number of oral English assessments, together with increasing demands for high accuracy and large-scale evaluation, has exposed the limitations of conventional manual scoring systems, which are often subjective, time-consuming, and labor-intensive. This study proposes a multimodal deep learning f...