Dianwen Ng - RankMe

47 papers A* 2A 13B 1Misc 7Journal 22Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models. CoRR Chong Zhang, Yue Deng, Xiang Lin, Bin Wang, Dianwen Ng, Hai Ye, Xingxuan Li, Yao Xiao, Zhanfeng Mo, Qi Zhang, Lidong Bing
2025	A	`conf`	A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models. INTERSPEECH Yi-Wen Chao, Yizhou Peng, Dianwen Ng, Yukun Ma, Chongjia Ni, Bin Ma, Eng Siong Chng
2025	A	`conf`	FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems. INTERSPEECH Yizhou Peng, Yi-Wen Chao, Dianwen Ng, Yukun Ma, Chongjia Ni, Bin Ma, Eng Siong Chng
2025	J	`jnl`	FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems. CoRR Yizhou Peng, Yi-Wen Chao, Dianwen Ng, Yukun Ma, Chongjia Ni, Bin Ma, Eng Siong Chng
2025	J	`jnl`	MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization. CoRR Xingxuan Li, Yao Xiao, Dianwen Ng, Hai Ye, Yue Deng, Xiang Lin, Bin Wang, Zhanfeng Mo, Chong Zhang, Yueyi Zhang, Zonglin Yang, Ruilin Li, Lei Lei, Shihao Xu, Han Zhao, Weiling Chen, Feng Ji, Lidong Bing
2025	A*	`conf`	Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding. ICML Dianwen Ng, Kun Zhou, Yi-Wen Chao, Zhiwei Xiong, Bin Ma, Engsiong Chng
2025	J	`jnl`	Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding. CoRR Dianwen Ng, Kun Zhou, Yi-Wen Chao, Zhiwei Xiong, Bin Ma, Eng Siong Chng
2025	A	`conf`	Thinking Fast and Slow: Robust Speech Recognition via Deep Filter-Tuning. INTERSPEECH Dianwen Ng, Kun Zhou, Bin Ma, Eng Siong Chng
2025	J	`jnl`	Towards Interactive Intelligence for Digital Humans. CoRR Yiyi Cai, Xuangeng Chu, Xiwei Gao, Sitong Gong, Yifei Huang, Caixin Kang, Kunhang Li, Haiyang Liu, Ruicong Liu, Yun Liu, Dianwen Ng, Zixiong Su, Erwin Wu, Yuhan Wu, Dingkun Yan, Tianyu Yan, Chang Zeng, Bo Zheng, You Zhou
2024	Misc	`conf`	Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? ICASSP Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
2024	A	`conf`	Dataset-Distillation Generative Model for Speech Emotion Recognition. INTERSPEECH Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024	J	`jnl`	Dataset-Distillation Generative Model for Speech Emotion Recognition. CoRR Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024	J	`jnl`	Emotional Dimension Control in Language Model-Based Text-to-Speech: Spanning a Broad Spectrum of Human Emotions. CoRR 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
2024	A	`conf`	MRFER: Multi-Channel Robust Feature Enhanced Fusion for Multi-Modal Emotion Recognition. ICME Xiao Fu, Wei Xi, Zhao Yang, Rui Jiang, Dianwen Ng, Jie Yang, Jizhong Zhao
2024	Misc	`conf`	MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation. ICASSP Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma
2024	—	`conf`	Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics. ICASSP Workshops Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2024	A	`conf`	Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis. INTERSPEECH Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Trung Hieu Nguyen, Jia Qi Yip, Bin Ma
2024	J	`jnl`	Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis. CoRR Kun Zhou, Shengkui Zhao, Yukun Ma, Chong Zhang, Hao Wang, Dianwen Ng, Chongjia Ni, Trung Hieu Nguyen, Jia Qi Yip, Bin Ma
2024	Misc	`conf`	SPGM: Prioritizing Local Features for Enhanced Speech Separation Performance. ICASSP 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
2024	A	`conf`	Towards Audio Codec-based Speech Separation. INTERSPEECH Jia Qi Yip, Shengkui Zhao, Dianwen Ng, Eng Siong Chng, Bin Ma
2024	J	`jnl`	Towards Audio Codec-based Speech Separation. CoRR Jia Qi Yip, Shengkui Zhao, Dianwen Ng, Eng Siong Chng, Bin Ma
2023	A	`conf`	A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions. INTERSPEECH Zhao Yang, Dianwen Ng, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng
2023	A	`conf`	ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. INTERSPEECH Jia Qi Yip, Duc-Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
2023	J	`jnl`	ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention. CoRR Jia Qi Yip, Tuan Truong, Dianwen Ng, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
2023	A	`conf`	Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition. INTERSPEECH Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Qian Chen, Wen Wang, Eng Siong Chng, Bin Ma
2023	Misc	`conf`	Adaptive Knowledge Distillation Between Text and Speech Pre-Trained Models. ICASSP Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria
2023	J	`jnl`	Adaptive Knowledge Distillation between Text and Speech Pre-trained Models. CoRR Jinjie Ni, Yukun Ma, Wen Wang, Qian Chen, Dianwen Ng, Han Lei, Trung Hieu Nguyen, Chong Zhang, Bin Ma, Erik Cambria
2023	—	`conf`	Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. APSIPA ASC Jia Qi Yip, Dianwen Ng, Bin Ma, Chng Eng Siong
2023	J	`jnl`	Analysis of Speech Separation Performance Degradation on Emotional Speech Mixtures. CoRR Jia Qi Yip, Dianwen Ng, Bin Ma, Chng Eng Siong
2023	J	`jnl`	Are Soft Prompts Good Zero-shot Learners for Speech Recognition? CoRR Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
2023	Misc	`conf`	Contrastive Speech Mixup for Low-Resource Keyword Spotting. ICASSP Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma
2023	J	`jnl`	Contrastive Speech Mixup for Low-resource Keyword Spotting. CoRR Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Chong Zhang, Yukun Ma, Trung Hieu Nguyen, Chongjia Ni, Eng Siong Chng, Bin Ma
2023	Misc	`conf`	De'hubert: Disentangling Noise in a Self-Supervised Model for Robust Speech Recognition. ICASSP Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
2023	A	`conf`	Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition. INTERSPEECH Zhao Yang, Dianwen Ng, Chong Zhang, Xiao Fu, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma, Jizhong Zhao
2023	A	`conf`	Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement. INTERSPEECH Zhao Yang, Dianwen Ng, Xizhe Li, Chong Zhang, Rui Jiang, Wei Xi, Yukun Ma, Chongjia Ni, Jizhong Zhao, Bin Ma, Eng Siong Chng
2023	J	`jnl`	MossFormer2: Combining Transformer and RNN-Free Recurrent Network for Enhanced Time-Domain Monaural Speech Separation. CoRR Shengkui Zhao, Yukun Ma, Chongjia Ni, Chong Zhang, Hao Wang, Trung Hieu Nguyen, Kun Zhou, Jia Qi Yip, Dianwen Ng, Bin Ma
2023	J	`jnl`	Noise robust distillation of self-supervised speech models via correlation metrics. CoRR Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy Heng Meng Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2023	J	`jnl`	SPGM: Prioritizing Local Features for enhanced speech separation performance. CoRR 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
2023	A	`conf`	Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness. INTERSPEECH Dianwen Ng, Yang Xiao, Jia Qi Yip, Zhao Yang, Biao Tian, Qiang Fu, Eng Siong Chng, Bin Ma
2023	J	`jnl`	deHuBERT: Disentangling Noise in a Self-supervised Model for Robust Speech Recognition. CoRR Dianwen Ng, Ruixi Zhang, Jia Qi Yip, Zhao Yang, Jinjie Ni, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
2022	J	`jnl`	ConvMixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-field Keyword Spotting. CoRR Dianwen Ng, Yunqi Chen, Biao Tian, Qiang Fu, Eng Siong Chng
2022	Misc	`conf`	Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting. ICASSP Dianwen Ng, Yunqi Chen, Biao Tian, Qiang Fu, Eng Siong Chng
2022	J	`jnl`	I2CR: Improving Noise Robustness on Keyword Spotting Using Inter-Intra Contrastive Regularization. CoRR Dianwen Ng, Jia Qi Yip, Tanmay Surana, Zhao Yang, Chong Zhang, Yukun Ma, Chongjia Ni, Eng Siong Chng, Bin Ma
2022	A*	`conf`	Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals. AAAI Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng
2022	J	`jnl`	Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness. CoRR Dianwen Ng, Jin Hui Pang, Yang Xiao, Biao Tian, Qiang Fu, Eng Siong Chng
2021	B	`conf`	Adversarial Domain Adaptation with Correlation-Based Association Networks for Longitudinal Disk Fault Prediction. IJCNN Xiang Lan, Dianwen Ng, Yi Liu, Jiongzhou Liu, Fan Xu, Cheng He, Mengling Feng
2021	J	`jnl`	Intra-Inter Subject Self-supervised Learning for Multivariate Cardiac Signals. CoRR Xiang Lan, Dianwen Ng, Shenda Hong, Mengling Feng