Zero-Shot Speech LLMs for Multi-Aspect Evaluation of L2 Speech: Challenges and Opportunities

This research evaluates the zero-shot capabilities of Qwen2-Audio-7B-Instruct for L2 speech assessment, revealing critical biases in low-quality audio scorin...

Level: advanced

By Aditya Kamlesh Parikh, Cristian Tejedor-Garcia, Catia Cucchiarini, Helmer Strik

Category: research