Chun-Yi Kuan

1. Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech
   2023/09/18 by Chien‐Yu Huang, Huang, Chien-yu, Ke-Han Lu +27 · 19 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
2. Can Large Audio-Language Models Truly Hear? Tackling Hallucinations with Multi-Task Assessment and Stepwise Audio Reasoning
   2024/10/21 by Chun-Yi Kuan, Kuan, Chun-Yi, Hung-yi Lee +1 · 8 citations
   Computer Science · Neuroscience · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Hearing Loss and Rehabilitation #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
3. Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models
   2024/06/12 by Chun-Yi Kuan, Kuan, Chun-Yi, Weiping Huang +3 · 6 citations
   Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Digital Media Forensic Detection
4. Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language Models
   2024/07/09 by Yi‐Cheng Lin, Lin, Yi-Cheng, Tzu-Quan Lin +11 · 6 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #FOS: Electrical engineering #Hate Speech and Cyberbullying Detection #electronic engineering #information engineering
5. Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models
   2025/05/25 by Ke-Han Lu, Lu, Ke-Han, Chun-Yi Kuan +3 · 11 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
6. Towards General-Purpose Text-Instruction-Guided Voice Conversion
   2023/09/25 by Chun-Yi Kuan, Kuan, Chun-Yi, Chen Li +13 · 3 citations
   Computer Science · #Speech Recognition and Synthesis #Natural Language Processing Techniques #Topic Modeling
7. Building a Taiwanese Mandarin Spoken Language Model: A First Attempt
   2024/11/11 by Chih-Kai Yang, Yang, Chih-Kai, Yu-Kuan Fu +39 · 5 citations
   Computer Science · #Natural Language Processing Techniques
8. Teaching Audio-Aware Large Language Models What Does Not Hear: Mitigating Hallucinations through Synthesized Negative Samples
   2025/05/20 by Chun-Yi Kuan, Hung-yi Lee, Kuan, Chun-Yi +1 · 2 citations
   Computer Science · Psychology · #Music and Audio Processing #Emotion and Mood Recognition #Explainable Artificial Intelligence (XAI)
9. Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models
   2026/07/26 by Chun-Yi Kuan, Siwon Kim, Byeonggeun Kim +7
   #eess.AS #cs.AI #cs.CL #cs.LG #cs.SD