Li, Siyou

1. MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
   2025/05/19 by Ziyang Ma, Ma, Ziyang, Yinghao Ma +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, Ma, Yinghao, S Y Li +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. ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation
   2024/10/11 by Siyou Li, Li, Siyou, Beining Xu +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering