Yang Xiao
Scholar

Yang Xiao

Google Scholar ID: lgcOwb4AAAAJ
The University of Melbourne
Speech Signal ProcessingAudio ProcessingData Centric AI
Citations & Impact
All-time
Citations
205
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • - Published multiple papers, including 'EnvSDD: Benchmarking Environmental Sound Deepfake Detection', 'XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection', etc.
  • - Involved in several research projects, such as ESDD 2026 ICASSP Grand Challenge
  • - Served as a session chair in APSIPA ASC 2025
Research Experience
  • - 2023.01 - 2025.08, AI Engineer, Fortemedia Singapore (Collaborated with Dr. Rohan Kumar Das)
  • - 2020.07 - 2021.05, Software Engineer, China Mobile (Chengdu) Industrial Research Institute
Education
  • - 2025.08 - Now, Doctor of Philosophy - Engineering and IT, The University of Melbourne, Australia (Supervised by Dr. Ting Dang and Prof. Eun-Jung Holden)
  • - 2021.08 - 2023.01, Master of Science (Artificial Intelligence), Nanyang Technological University, Singapore (Advised by Prof. Chng Eng Siong)
  • - 2016.08 - 2020.07, B.E. in Internet of Things Engineering, Jilin University, Changchun, China
Background
  • - Currently a PhD student at the University of Melbourne in Australia
  • - Research interests: Building 'adaptive', 'efficient', and 'robust' next-generation speech AI systems
  • - Main research focus: Post-training paradigms, including continual learning, domain adaptation, knowledge editing, and reinforcement fine-tuning
  • - Published more than 20 papers at top international AI conferences and journals such as ACL, SPL, ICME, ICASSP, and INTERSPEECH