S Y Li

1. MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
   2025/05/19 by Ziyang Ma, Yinghao Ma, Ma, Ziyang +62 · 53 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
2. CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following
   2025/06/14 by Yinghao Ma, S Y Li, Ma, Yinghao +6 · 4 citations
   Arts and Humanities · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Diverse Music Education Insights #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
3. Behaviour–Affect Pathways and Sociodemographic Moderation in the Well-being Mechanism of Urban Parks: Evidence From Yangzhou, a ‘Park City’
   2026/07/24 by Hongxia Guo, Qiuyu Zhou, Yuping Liu +3
   Environmental Science · Social Sciences · #Urban Green Space and Health #Place Attachment and Urban Studies #Urban Transport and Accessibility