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Dianwen Ng

Federated learning: a collaborative effort to achieve better medical imaging models for individual sites that have small labelled datasets
2020 · Dianwen Ng, Xiang Lan, et al. · Quantitative Imaging in Medicine and Surgery · 152
Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting
2022 · Dianwen Ng, Yunqi Chen, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 59
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MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation
2024 · Shengkui Zhao, Yukun Ma, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 53
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals
2022 · Xiang Lan, Dianwen Ng, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 50
Deep Learning Systems for Pneumothorax Detection on Chest Radiographs: A Multicenter External Validation Study
2021 · Yee Liang Thian, Dianwen Ng, et al. · Radiology Artificial Intelligence · 44
De’hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition
2023 · Dianwen Ng, Ruixi Zhang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 17
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Contrastive Speech Mixup for Low-Resource Keyword Spotting
2023 · Dianwen Ng, Ruixi Zhang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 13
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Detection of Pneumothorax with Deep Learning Models: Learning From Radiologist Labels vs Natural Language Processing Model Generated Labels
2021 · James Thomas Patrick Decourcy Hallinan, Mengling Feng, et al. · Academic Radiology · 13
Today’s radiologists meet tomorrow’s AI: the promises, pitfalls, and unbridled potential
2021 · Dianwen Ng, Hao Du, et al. · Quantitative Imaging in Medicine and Surgery · 13
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Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness
2023 · Dianwen Ng, Yang Xiao, et al. · Interspeech (USB) · 12
I2CR: Improving Noise Robustness on Keyword Spotting using Inter-Intra Contrastive Regularization
2022 · Dianwen Ng, Jia Qi Yip, et al. · Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) · 8
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Towards Audio Codec-based Speech Separation
2024 · Jia Qi Yip, Shengkui Zhao, et al. · Interspeech (USB) · 7
SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance
2024 · Jia Qi Yip, Shengkui Zhao, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 6
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ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention
2023 · Jia Qi Yip, Duc-Tuan Truong, et al. · Interspeech (USB) · 5
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Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models
2023 · Jinjie Ni, Yukun Ma, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 5
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Dataset-Distillation Generative Model for Speech Emotion Recognition
2024 · Fabian Ritter-Gutierrez, Kuan-Po Huang, et al. · Interspeech (USB) · 4
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Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics
2024 · Fabian Ritter-Gutierrez, Kuan-Po Huang, et al. · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) · 4
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Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement
2023 · Zhao Yang, Dianwen Ng, et al. · Interspeech (USB) · 4
Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition
2023 · Dianwen Ng, Chong Zhang, et al. · Interspeech (USB) · 3
Emotional Dimension Control in Language Model-Based Text-To-Speech: Spanning a Broad Spectrum of Human Emotions
2026 · Kun Zhou, You Zhang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2
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FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems
2025 · Yizhou Peng, Yi-Wen Chao, et al. · Interspeech (USB) · 2
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Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis
2024 · Kun Zhou, Shengkui Zhao, et al. · Interspeech (USB) · 2
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Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition
2023 · Zhao Yang, Dianwen Ng, et al. · Interspeech (USB) · 2
Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness
2022 · Ng, Dianwen, Pang, Jin Hui, et al. · arXiv (Cornell University) · 2
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Adversarial Domain Adaptation with Correlation-Based Association Networks for Longitudinal Disk Fault Prediction
2021 · Xiang Lan, Dianwen Ng, et al. · International Joint Conference on Neural Networks (IJCNN) · 2
Works count: 47
Citation count: 488
H-index: 10
I10-index: 10
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