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Dianwen Ng
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 20
Top Topics
Noisy Environments
Keyword Spotting
Speaker Verification
Domain Adaptation
Top Venues
CoRR
ICASSP
APSIPA ASC
IJCNN
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Publications
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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
,
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)
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)
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)