Scholar
Dianwen Ng
Google Scholar ID: KE_ig6sAAAAJ
MiroMind, Alibaba-NTU Singapore Joint Research Institute
Citations & Impact
Citations
657
H-index
12
i10-index
15
Publications
20
Co-authors
6
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) and INTERSPEECH, covering topics like zero-shot learning for speech recognition, enhanced-time domain monaural speech separation, robust speech recognition, low-resource keyword spotting, and more.
Research Experience
- Working as a Speech Algorithm Engineer, focusing on research domains such as foundational models, automatic speech recognition (ASR), self-supervised learning, efficient tuning of large-scale models, speech synthesis, spoken dialogue, and retrieval-augmented generation.
Education
- Completed master's and undergraduate studies in Statistics and Economics at the National University of Singapore (NUS). Currently pursuing a PhD in speech modelling at Nanyang Technological University (NTU), under the guidance of Prof. Eng-Siong Chng (NTU) and Dr. Bin Ma (Alibaba DAMO Academy).
Background
- An enthusiastic artificial intelligence researcher with a strong curiosity to explore multiple areas, including multi-modal machine understanding, recognition, and generation. Passionate about advancing AI to enhance functionality and develop purposeful solutions that better serve users.
