ASDF: A Differential testing framework for automatic speech recognition systems

• Main Authors: YUEN, Daniel Hao Xian, PANG, Andrew Yong Chen, YANG, Zhou, CHONG, Chun Yong, LIM, Mei Kuan, LO, David
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Automated speech recognition; Automatic speech recognition system; Differential testing; Limited information; Phonetic analysis; Speech recognition systems; Test case; Testing framework; Testing tools; Text corpora; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/8565; https://ink.library.smu.edu.sg/context/sis_research/article/9568/viewcontent/ASDF__A_Differential_Testing_Framework_for_Automatic_Speech_Recognition_Systems.pdf
• Institution: Singapore Management University

Recent years have witnessed wider adoption of Automated Speech Recognition (ASR) techniques in various domains. Consequently, evaluating and enhancing the quality of ASR systems is of great importance. This paper proposes Asdf, an Automated Speech Recognition Differential Testing Framework to test A...