Dianwen Ng

According to our database, Dianwen Ng authored at least 26 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Emotional Dimension Control in Language Model-Based Text-to-Speech: Spanning a Broad Spectrum of Human Emotions.

Kun Zhou, You Zhang, Shengkui Zhao, Hao Wang, Zexu Pan, Dianwen Ng, Chong Zhang, Chongjia Ni, Yukun Ma, Trung Hieu Nguyen, Jia Qi Yip, Bin Ma

CoRR, 2024

Towards Audio Codec-based Speech Separation.

Jia Qi Yip, Shengkui Zhao, Dianwen Ng, Eng Siong Chng, Bin Ma

CoRR, 2024

Dataset-Distillation Generative Model for Speech Emotion Recognition.

Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng

CoRR, 2024

Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis.

Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Trung Hieu Nguyen, Jia Qi Yip, Bin Ma

CoRR, 2024

MRFER: Multi-Channel Robust Feature Enhanced Fusion for Multi-Modal Emotion Recognition.

Xiao Fu, Wei Xi, Zhao Yang, Rui Jiang, Dianwen Ng, Jie Yang, Jizhong Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation.

Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2024

SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance.

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

Proceedings of the IEEE International Conference on Acoustics, 2024

Are Soft Prompts Good Zero-Shot Learners for Speech Recognition?

Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2024

Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics.

Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy H. M. Wong, Hung-Yi Lee, Eng Siong Chng, Nancy F. Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention.

Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma

CoRR, 2023

deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition.

Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma

CoRR, 2023

ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention.

Jia Qi Yip, Duc-Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement.

Zhao Yang, Dianwen Ng, Xizhe Li, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions.

Zhao Yang, Dianwen Ng, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition.

Zhao Yang, Dianwen Ng, Chong Zhang, Xiao Fu, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma, Jizhong Zhao

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness.

Dianwen Ng, Yang Xiao, Jia Qi Yip, Zhao Yang, Biao Tian, Qiang Fu, Eng Siong Chng, Bin Ma

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition.

Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Qian Chen, Wen Wang, Eng Siong Chng, Bin Ma

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models.

Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria

Proceedings of the IEEE International Conference on Acoustics, 2023

Contrastive Speech Mixup for Low-Resource Keyword Spotting.

Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2023

De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition.

Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma

Proceedings of the IEEE International Conference on Acoustics, 2023

Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures.

Jia Qi Yip, Dianwen Ng, Bin Ma, Chng Eng Siong

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization.

Dianwen Ng, Jia Qi Yip, Tanmay Surana, Zhao Yang, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma

CoRR, 2022

Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness.

Dianwen Ng, Jin Hui Pang, Yang Xiao, Biao Tian, Qiang Fu, Eng Siong Chng

CoRR, 2022

Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting.

Dianwen Ng, Yunqi Chen, Biao Tian, Qiang Fu, Eng Siong Chng

Proceedings of the IEEE International Conference on Acoustics, 2022

Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals.

Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Adversarial Domain Adaptation with Correlation-Based Association Networks for Longitudinal Disk Fault Prediction.

Xiang Lan, Dianwen Ng, Yi Liu, Jiongzhou Liu, Fan Xu, Cheng He, Mengling Feng

Proceedings of the International Joint Conference on Neural Networks, 2021