Dianwen Ng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 32

Top Topics

Speech Recognition

Keyword Spotting

Speech Synthesis

Top Venues

Publications

Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation. ICASSP (2024)
Jia Qi Yip, Shengkui Zhao, Dianwen Ng, Eng Siong Chng, Bin Ma
Towards Audio Codec-based Speech Separation. CoRR (2024)
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? ICASSP (2024)
Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Trung Hieu Nguyen, Jia Qi Yip, Bin Ma
Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis. CoRR (2024)
Jia Qi Yip, Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Dianwen Ng, Eng Siong Chng, Bin Ma
SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance. ICASSP (2024)
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
Dataset-Distillation Generative Model for Speech Emotion Recognition. CoRR (2024)
Jia Qi Yip, Duc-Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. INTERSPEECH (2023)
Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. CoRR (2023)
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Qian Chen, Wen Wang, Eng Siong Chng, Bin Ma
Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition. INTERSPEECH (2023)
Dianwen Ng, Yang Xiao, Jia Qi Yip, Zhao Yang, Biao Tian, Qiang Fu, Eng Siong Chng, Bin Ma
Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness. INTERSPEECH (2023)
Zhao Yang, Dianwen Ng, Chong Zhang, Xiao Fu, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma, Jizhong Zhao
Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition. INTERSPEECH (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition. ICASSP (2023)
Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria
Adaptive Knowledge Distillation between Text and Speech Pre-trained Models. CoRR (2023)
Jia Qi Yip, Dianwen Ng, Bin Ma, Chng Eng Siong
Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. APSIPA ASC (2023)
Zhao Yang, Dianwen Ng, Xizhe Li, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement. INTERSPEECH (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma
Contrastive Speech Mixup for Low-resource Keyword Spotting. CoRR (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition. CoRR (2023)
Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma
MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation. CoRR (2023)
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy Heng Meng Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
Noise robust distillation of self-supervised speech models via correlation metrics. CoRR (2023)
Zhao Yang, Dianwen Ng, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng
A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions. INTERSPEECH (2023)
Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria
Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models. ICASSP (2023)
Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma
Contrastive Speech Mixup for Low-Resource Keyword Spotting. ICASSP (2023)
Jia Qi Yip, Dianwen Ng, Bin Ma, Chng Eng Siong
Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. CoRR (2023)
Jia Qi Yip, Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Dianwen Ng, Eng Siong Chng, Bin Ma
SPGM: Prioritizing Local Features for enhanced speech separation performance. CoRR (2023)
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
Are Soft Prompts Good Zero-shot Learners for Speech Recognition? CoRR (2023)
Dianwen Ng, Jin Hui Pang, Yang Xiao, Biao Tian, Qiang Fu, Eng Siong Chng
Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness. CoRR (2022)
Dianwen Ng, Yunqi Chen, Biao Tian, Qiang Fu, Eng Siong Chng
Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting. ICASSP (2022)
Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals. AAAI (2022)
Dianwen Ng, Jia Qi Yip, Tanmay Surana, Zhao Yang, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization. CoRR (2022)
Dianwen Ng, Yunqi Chen, Biao Tian, Qiang Fu, Eng Siong Chng
ConvMixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-field Keyword Spotting. CoRR (2022)
Xiang Lan, Dianwen Ng, Yi Liu, Jiongzhou Liu, Fan Xu, Cheng He, Mengling Feng
Adversarial Domain Adaptation with Correlation-Based Association Networks for Longitudinal Disk Fault Prediction. IJCNN (2021)
Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals. CoRR (2021)