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2020 – today
- 2024
[c18]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: 326-330- [c17]Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy H. M. Wong, Hung-Yi Lee, Eng Siong Chng, Nancy F. Chen:
Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics. ICASSP Workshops 2024: 495-499 - [c16]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: 10356-10360 - [c15]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: 10366-10370 - [c14]Xiao Fu, Wei Xi, Zhao Yang, Rui Jiang, Dianwen Ng, Jie Yang, Jizhong Zhao:
MRFER: Multi-Channel Robust Feature Enhanced Fusion for Multi-Modal Emotion Recognition. ICME 2024: 1-6 - [i17]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 abs/2406.02009 (2024) - [i16]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 abs/2406.02963 (2024) - [i15]Jia Qi Yip, Shengkui Zhao, Dianwen Ng, Eng Siong Chng, Bin Ma:
Towards Audio Codec-based Speech Separation. CoRR abs/2406.12434 (2024) - [i14]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:
Emotional Dimension Control in Language Model-Based Text-to-Speech: Spanning a Broad Spectrum of Human Emotions. CoRR abs/2409.16681 (2024) - 2023
- [c13]Jia Qi Yip, Dianwen Ng, Bin Ma, Chng Eng Siong:
Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. APSIPA ASC 2023: 2002-2007 - [c12]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: 1-5 - [c11]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: 1-5 - [c10]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: 1-5 - [c9]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: 72-76 - [c8]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: 296-300 - [c7]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: 1319-1323 - [c6]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: 1938-1942 - [c5]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: 3774-3778 - [c4]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: 4953-4957 - [i13]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 abs/2302.14597 (2023) - [i12]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 abs/2303.03600 (2023) - [i11]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 abs/2305.01170 (2023) - [i10]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 abs/2305.12121 (2023) - [i9]Jia Qi Yip, Dianwen Ng, Bin Ma, Chng Eng Siong:
Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. CoRR abs/2309.07458 (2023) - [i8]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 abs/2309.09413 (2023) - [i7]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 abs/2309.12608 (2023) - [i6]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 abs/2312.11825 (2023) - [i5]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 abs/2312.12153 (2023) - 2022
- [c3]Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng:
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals. AAAI 2022: 4532-4540 - [c2]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: 3603-3607 - [i4]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 abs/2201.05863 (2022) - [i3]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 abs/2204.05445 (2022) - [i2]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 abs/2209.06360 (2022) - 2021
- [c1]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: 1-8 - [i1]Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng:
Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals. CoRR abs/2109.08908 (2021)
Coauthor Index
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