ASDF: A Differential Testing Framework for Automatic Speech Recognition Systems

1 code implementation • 11 Feb 2023 • Daniel Hao Xian Yuen, Andrew Yong Chen Pang, Zhou Yang, Chun Yong Chong, Mei Kuan Lim, David Lo

To address these limitations, our tool incorporates two novel features: (1) a text transformation module to boost the number of generated test cases and uncover more errors in ASR systems and (2) a phonetic analysis module to identify on which phonemes the ASR system tend to produce errors.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1