PEDBench: Can Speech Models Detect Phonetic Errors?

Benchmarks 13 speech models on phonetic error detection across children’s, acted, and synthetic speech.

Recommended citation: Shi, Z.*, Rackauckas, Z.*, Yip, J., Halpern, S., Campos, S., Brace, L., Yang, E., Feng, T., Shi, X., Narayanan, S., Satterfield, T., & Xu, Y. (2026). "PEDBench: Can Speech Models Detect Phonetic Errors?" arXiv. (*Equal contribution)
Download Paper