Eng Siong Chng

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 206

Top Venues

Publications

Yuchen Hu, Chen Chen, Qiushi Zhu, Eng Siong Chng
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan
Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection. CoRR (2024)
Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, Eng Siong Chng
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators. CoRR (2024)
He Wang, Pengcheng Guo, Yue Li, Ao Zhang, Jiayao Sun, Lei Xie, Wei Chen, Pan Zhou, Hui Bu, Xin Xu, Binbin Zhang, Zhuo Chen, Jian Wu, Longbiao Wang, Eng Siong Chng, Sun Li
ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge. CoRR (2024)
Linhui Sun, Shuo Yuan, Aifei Gong, Lei Ye, Eng Siong Chng
Dual-Branch Modeling Based on State-Space Model for Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Yuchen Hu, Chen Chen, Heqing Zou, Xionghu Zhong, Eng Siong Chng
Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. CoRR (2023)
Chen Chen, Yuchen Hu, Heqing Zou, Linhui Sun, Eng Siong Chng
Unsupervised Noise Adaptation Using Data Simulation. ICASSP (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)
Yuchen Hu, Chen Chen, Ruizhe Li, Heqing Zou, Eng Siong Chng
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. CoRR (2023)
Chen Chen, Yuchen Hu, Weiwei Weng, Eng Siong Chng
Metric-oriented Speech Enhancement using Diffusion Probabilistic Model. CoRR (2023)
Chen Chen, Yuchen Hu, Weiwei Weng, Eng Siong Chng
Metric-Oriented Speech Enhancement Using Diffusion Probabilistic Model. ICASSP (2023)
Yufei Jiang, Thi-Nga Ho, Eng Siong Chng
Adopting Neural Translation Model in Data Generation for Inverse Text Normalization. APSIPA ASC (2023)
Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng
Noise-aware Speech Enhancement using Diffusion Probabilistic Model. CoRR (2023)
Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. ACL (Findings) (2023)
Chen Chen, Yuchen Hu, Heqing Zou, Linhui Sun, Eng Siong Chng
Unsupervised Noise adaptation using Data Simulation. CoRR (2023)
Yuchen Hu, Ruizhe Li, Chen Chen, Heqing Zou, Qiushi Zhu, Eng Siong Chng
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. IJCAI (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)
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Pin-Yu Chen, Eng Siong Chng
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models. CoRR (2023)
Alexey Sholokhov, Nikita Kuzmin, Kong Aik Lee, Eng Siong Chng
Probabilistic Back-ends for Online Speaker Recognition and Clustering. ICASSP (2023)
Changsong Liu, Thi-Nga Ho, Eng Siong Chng
An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech. ACIIDS (2) (2023)
Shangeth Rajaa, Kriti Anandan, Swaraj Dalmia, Tarun Gupta, Eng Siong Chng
Improving Spoken Language Identification with Map-Mix. ICASSP (2023)
Chen Chen, Chao-Han Huck Yang, Kai Li, Yuchen Hu, Pin-Jui Ku, Eng Siong Chng
A Neural State-Space Model Approach to Efficient Speech Separation. CoRR (2023)
Yuchen Hu, Ruizhe Li, Chen Chen, Heqing Zou, Qiushi Zhu, Eng Siong Chng
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. CoRR (2023)
Zizheng Zhang, Chen Chen, Xiang Liu, Yuchen Hu, Eng Siong Chng
Noise-aware Speech Separation with Contrastive Learning. CoRR (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)
Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng
Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition. CoRR (2023)
Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng
Generative error correction for code-switching speech recognition using large language models. CoRR (2023)
Kshitij Gupta, Chaiyasait Prachaseree, Thi-Nga Ho, Kyaw Zin Tun, Jia Xin Koh, Ying Ying Tan, Eng Siong Chng, Chalapathi GSS
Singaporean Conversational English-Malay Code-Switching Speech: An Analysis Based on Code-switching Points and Part -of-Speech. IALP (2023)
Yuchen Hu, Chen Chen, Ruizhe Li, Heqing Zou, Eng Siong Chng
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. ACL (1) (2023)
Chen Chen, Yuchen Hu, Qiang Zhang, Heqing Zou, Beier Zhu, Eng Siong Chng
Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning. AAAI (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)
Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. CoRR (2023)
Yuke Si, Yan Zhang, Yuhang Li, Xiaobao Wang, Longbiao Wang, Jianwu Dang, Eng Siong Chng, Haizhou Li
Local and Global Context Modeling with Relation Matching Task for Dialog Act Recognition. IJCNN (2023)
Duc-Tuan Truong, Ruijie Tao, Jia Qi Yip, Kong Aik Lee, Eng Siong Chng
Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification. CoRR (2023)
Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. CoRR (2023)
Yuchen Hu, Chen Chen, Qiushi Zhu, Eng Siong Chng
Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR. 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)
Yuhang Yang, Haihua Xu, Hao Huang, Eng Siong Chng, Sheng Li
Speech-Text Based Multi-Modal Training with Bidirectional Attention for Improved Speech Recognition. ICASSP (2023)
Yuchen Hu, Chen Chen, Heqing Zou, Xionghu Zhong, Eng Siong Chng
Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. ICASSP (2023)
Ansh Mishra, Jia Qi Yip, Eng Siong Chng
Codec Data Augmentation for Time-domain Heart Sound Classification. CoRR (2023)
Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu, Eng Siong Chng
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. ACL (1) (2023)
Alexey Sholokhov, Nikita Kuzmin, Kong Aik Lee, Eng Siong Chng
Probabilistic Back-ends for Online Speaker Recognition and Clustering. CoRR (2023)
Tanmay Surana, Thi-Nga Ho, Kyaw Zin Tun, Eng Siong Chng
CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER. EMNLP (Findings) (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, 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)
Chaiyasait Prachaseree, Kshitij Gupta, Thi-Nga Ho, Yizhou Peng, Kyaw Zin Tun, Eng Siong Chng, G. S. S. Chalapthi
Adapting Code-Switching Language Models with Statistical-Based Text Augmentation. ACIIDS (2) (2023)
Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng
Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition. ICASSP (2023)
Tanmay Khandelwal, Rohan Kumar Das, Andrew Koh, Eng Siong Chng
Leveraging Audio-Tagging Assisted Sound Event Detection using Weakified Strong Labels and Frequency Dynamic Convolutions. SSP (2023)
Shangeth Rajaa, Kriti Anandan, Swaraj Dalmia, Tarun Gupta, Eng Siong Chng
Improving Spoken Language Identification with Map-Mix. 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)
Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng
Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition. CoRR (2022)
Chen Chen, Yuchen Hu, Nana Hou, Xiaofeng Qi, Heqing Zou, Eng Siong Chng
Self-Critical Sequence Training for Automatic Speech Recognition. ICASSP (2022)
Chen Chen, Yuchen Hu, Qiang Zhang, Heqing Zou, Beier Zhu, Eng Siong Chng
Leveraging Modality-specific Representations for Audio-visual Speech Recognition via Reinforcement Learning. CoRR (2022)
Yizhou Peng, Jicheng Zhang, Haihua Xu, Hao Huang, Eng Siong Chng
Minimum Word Error Training For Non-Autoregressive Transformer-Based Code-Switching ASR. ICASSP (2022)
Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang
Continual Learning For On-Device Environmental Sound Classification. CoRR (2022)
Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng
Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information. CoRR (2022)
Zixun Guo, Chen Chen, Eng Siong Chng
DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition. INTERSPEECH (2022)
Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang
Continual Learning for On-Ddevice Environmental Sound Classification. DCASE (2022)
Tarun Gupta, Duc-Tuan Truong, Tran The Anh, Eng Siong Chng
Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model. INTERSPEECH (2022)
Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
L-SpEx: Localized Target Speaker Extraction. ICASSP (2022)
Ao Zhang, Fan Yu, Kaixun Huang, Lei Xie, Longbiao Wang, Eng Siong Chng, Hui Bu, Binbin Zhang, Wei Chen, Xin Xu
The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results. CoRR (2022)
Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng
Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition. ICASSP (2022)
Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng
Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information. ICASSP (2022)
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)
Yang Xiao, Nana Hou, Eng Siong Chng
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting. 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)
Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng
Interactive Audio-text Representation for Automated Audio Captioning with Contrastive Learning. CoRR (2022)
Yizhou Peng, Yufei Liu, Jicheng Zhang, Haihua Xu, Yi He, Hao Huang, Eng Siong Chng
Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition. CoRR (2022)
Lili Guo, Longbiao Wang, Jianwu Dang, Eng Siong Chng, Seiichi Nakagawa
Learning affective representations based on magnitude and dynamic relative phase information for speech emotion recognition. Speech Commun. 136 (2022)
Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Eng Siong Chng, Suzy J. Styles, Sanjeev Khudanpur
Efficient Self-Supervised Learning Representations for Spoken Language Identification. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Chen Chen, Nana Hou, Yuchen Hu, Shashank Shirol, Eng Siong Chng
Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data. CoRR (2022)
Yang Xiao, Nana Hou, Eng Siong Chng
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting. INTERSPEECH (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)
Yuhang Yang, Haihua Xu, Hao Huang, Eng Siong Chng, Sheng Li
Speech-text based multi-modal training with bidirectional attention for improved speech recognition. CoRR (2022)
Abhinav Rao, Thi-Nga Ho, Eng Siong Chng
Punctuation Restoration for Singaporean Spoken Languages: English, Malay, and Mandarin. CoRR (2022)
Chen Chen, Nana Hou, Yuchen Hu, Shashank Shirol, Eng Siong Chng
Noise-Robust Speech Recognition With 10 Minutes Unparalleled In-Domain Data. ICASSP (2022)
Andrew Koh, Eng Siong Chng
Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss. CoRR (2022)
Fuzhao Xue, Aixin Sun, Hao Zhang, Jinjie Ni, Eng Siong Chng
An Embarrassingly Simple Model for Dialogue Relation Extraction. ICASSP (2022)
Jicheng Zhang, Yizhou Peng, Haihua Xu, Yi He, Eng Siong Chng, Hao Huang
Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder. CoRR (2022)
Chen Chen, Yuchen Hu, Nana Hou, Xiaofeng Qi, Heqing Zou, Eng Siong Chng
Self-critical Sequence Training for Automatic Speech Recognition. CoRR (2022)
Zixun Guo, Chen Chen, Eng Siong Chng
DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition. CoRR (2022)
Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
L-SpEx: Localized Target Speaker Extraction. CoRR (2022)
Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng
Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning. INTERSPEECH (2022)
Ao Zhang, Fan Yu, Kaixun Huang, Lei Xie, Longbiao Wang, Eng Siong Chng, Hui Bu, Binbin Zhang, Wei Chen, Xin Xu
The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results. ISCSLP (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)
Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
Multi-Stage Speaker Extraction with Utterance and Frame-Level Reference Signals. ICASSP (2021)
Chen Chen, Nana Hou, Duo Ma, Eng Siong Chng
Time Domain Speech Enhancement With Attentive Multi-scale Approach. APSIPA ASC (2021)
Duo Ma, Nana Hou, Van Tung Pham, Haihua Xu, Eng Siong Chng
Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech. CoRR (2021)
Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Aishan Wumaier, Eng Siong Chng
Enriching Under-Represented Named Entities for Improved Speech Recognition. APSIPA ASC (2021)
Lili Guo, Longbiao Wang, Chenglin Xu, Jianwu Dang, Eng Siong Chng, Haizhou Li
Representation Learning with Spectro-Temporal-Channel Attention for Speech Emotion Recognition. ICASSP (2021)
Duo Ma, Nana Hou, Van Tung Pham, Haihua Xu, Eng Siong Chng
Multitask-based joint learning approach to robust ASR for radio communication speech. APSIPA ASC (2021)
Zhiping Zeng, Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Eng Siong Chng, Chongjia Ni, Bin Ma
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning. ISCSLP (2021)
Nana Hou, Chenglin Xu, Eng Siong Chng, Haizhou Li
Learning Disentangled Feature Representations for Speech Enhancement Via Adversarial Training. ICASSP (2021)
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
A Unified Speaker Adaptation Approach for ASR. CoRR (2021)
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
A Unified Speaker Adaptation Approach for ASR. EMNLP (1) (2021)
Weiguang Chen, Van Tung Pham, Eng Siong Chng, Xionghu Zhong
Overlapped Speech Detection Based on Spectral and Spatial Feature Fusion. Interspeech (2021)
Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng
Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems. ISCSLP (2021)
Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
Preventing Early Endpointing for Online Automatic Speech Recognition. ICASSP (2021)
Jicheng Zhang, Yizhou Peng, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng
E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition. Interspeech (2021)
Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng
Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Eng Siong Chng