ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers

no code implementations • 30 Aug 2023 • Yi Liu, Yuekang Li, Gelei Deng, Felix Juefei-Xu, Yao Du, Cen Zhang, Chengwei Liu, Yeting Li, Lei Ma, Yang Liu

To improve the accessibility of ASR systems for stutterers, we need to expose and analyze the failures of ASR systems on stuttering speech.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

LMs: Understanding Code Syntax and Semantics for Code Analysis

no code implementations • 20 May 2023 • Wei Ma, Shangqing Liu, ZhiHao Lin, Wenhan Wang, Qiang Hu, Ye Liu, Cen Zhang, Liming Nie, Li Li, Yang Liu

We break down the abilities needed for artificial intelligence~(AI) models to address SE tasks related to code analysis into three categories: 1) syntax understanding, 2) static behavior understanding, and 3) dynamic behavior understanding.