Eng Siong Chng

346 papers A* 6A 55B 1C 3Misc 43Journal 161Unranked 77

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DepFlow: Disentangled Speech Generation to Mitigate Semantic Bias in Depression Detection. CoRR Yuxin Li, Xiangyu Zhang, Yifei Li, Zhiwei Guo, Haoyang Zhang, Eng Siong Chng, Cuntai Guan
2026	J	`jnl`	Improving Code-Switching Speech Recognition with TTS Data Augmentation. CoRR Yue Heng Yeo, Yuchen Hu, Shreyas Gopal, Yizhou Peng, Hexin Liu, Eng Siong Chng
2026	J	`jnl`	Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision. CoRR Shreyas Gopal, Donghang Wu, Ashutosh Anshul, Yue Heng Yeo, Yizhou Peng, Haoyang Li, Hexin Liu, Eng Siong Chng
2026	J	`jnl`	On Imbalance in Case Types: Evaluating and Enhancing PLMs for Criminal Court View Generation. IEEE Trans. Neural Networks Learn. Syst. Yuquan Le, Zheng Xiao, Yan Ding, Eng Siong Chng, Kenli Li
2026	J	`jnl`	Privacy-Preserving End-to-End Full-Duplex Speech Dialogue Models. CoRR Nikita Kuzmin, Tao Zhong, Jiajun Deng, Yingke Zhu, Tristan Tsoi, Tianxiang Cao, Simon Lui, Kong Aik Lee, Eng Siong Chng
2026	J	`jnl`	Prosodic Boundary-Aware Streaming Generation for LLM-Based TTS with Streaming Text Input. CoRR Changsong Liu, Tianrui Wang, Ye Ni, Yizhou Peng, Eng Siong Chng
2026	J	`jnl`	SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing. CoRR Ziyang Ma, Guanrou Yang, Wenxi Chen, Zhifu Gao, Yexing Du, Xiquan Li, Zhisheng Zheng, Haina Zhu, Jianheng Zhuo, Zheshu Song, Ruiyang Xu, Tiranrui Wang, Yifan Yang, Yanqiao Zhu, Zhikang Niu, Liumeng Xue, Yinghao Ma, Ruibin Yuan, Shiliang Zhang, Kai Yu, Eng Siong Chng, Xie Chen
2026	J	`jnl`	SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing. IEEE J. Sel. Top. Signal Process. Ziyang Ma, Guanrou Yang, Wenxi Chen, Zhifu Gao, Yexing Du, Xiquan Li, Zhisheng Zheng, Haina Zhu, Jianheng Zhuo, Zheshu Song, Ruiyang Xu, Tiranrui Wang, Yifan Yang, Yanqiao Zhu, Zhikang Niu, Liumeng Xue, Yinghao Ma, Ruibin Yuan, Shiliang Zhang, Kai Yu, Eng Siong Chng, Xie Chen
2026	J	`jnl`	Stream-Voice-Anon: Enhancing Utility of Real-Time Speaker Anonymization via Neural Audio Codec and Language Models. CoRR Nikita Kuzmin, Songting Liu, Kong Aik Lee, Eng Siong Chng
2026	J	`jnl`	StreamVoiceAnon+: Emotion-Preserving Streaming Speaker Anonymization via Frame-Level Acoustic Distillation. CoRR Nikita Kuzmin, Kong Aik Lee, Eng Siong Chng
2026	J	`jnl`	TextBFGS: Quasi-Newton Optimization for Discrete Executable Text via Gradient-Operator Retrieval. CoRR Zizheng Zhang, Yuyang Liao, Chen Chen, Jian He, Dun Wu, Qianjin Yu, Yanqin Gao, Jin Yang, Kailai Zhang, Eng Siong Chng, Xionghu Zhong
2026	J	`jnl`	The ICASSP 2026 HumDial Challenge: Benchmarking Human-like Spoken Dialogue Systems in the LLM Era. CoRR Zhixian Zhao, Shuiyuan Wang, Guojian Li, Hongfei Xue, Chengyou Wang, Shuai Wang, Longshuai Xiao, Zihan Zhang, Hui Bu, Xin Xu, Xinsheng Wang, Hexin Liu, Eng Siong Chng, Hung-yi Lee, Haizhou Li, Lei Xie
2026	J	`jnl`	The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents. CoRR Ziyang Ma, Ruiyang Xu, Yinghao Ma, Chao-Han Huck Yang, Bohan Li, Jaeyeon Kim, Jin Xu, Jinyu Li, Carlos Busso, Kai Yu, Eng Siong Chng, Xie Chen
2026	J	`jnl`	The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning. CoRR Donghang Wu, Tianyu Zhang, Yuxin Li, Hexin Liu, Chen Chen, Eng Siong Chng, Yoshua Bengio
2026	J	`jnl`	Training-Free Intelligibility-Guided Observation Addition for Noisy ASR. CoRR Haoyang Li, Changsong Liu, Wei Rao, Hao Shi, Sakriani Sakti, Eng Siong Chng
2025	C	`conf`	A correlation-permutation approach for speech-music encoders model merging. ASRU Fabian Ritter Gutierrez, Yi-Cheng Lin, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2025	J	`jnl`	A correlation-permutation approach for speech-music encoders model merging. CoRR Fabian Ritter Gutierrez, Yi-Cheng Lin, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
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	—	`conf`	ASRQ-VC: ASR-Guided Speech Content Quantization for High-Fidelity Voice Conversion. APSIPA Songting Liu, Deheng Ye, Wei Yang, Haoyang Li, Eng Siong Chng
2025	J	`jnl`	Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection. CoRR Duc-Tuan Truong, Tianchi Liu, Junjie Li, Ruijie Tao, Kong Aik Lee, Eng Siong Chng
2025	J	`jnl`	Aligning Generative Speech Enhancement with Human Preferences via Direct Preference Optimization. CoRR Haoyang Li, Nana Hou, Yuchen Hu, Jixun Yao, Sabato Marco Siniscalchi, Eng Siong Chng
2025	—	`conf`	Analysis of Speaker Verification Performance Trade-Offs with Neural Audio Codec Transmission. APSIPA Nirmalya Mallick Thakur, Jia Qi Yip, Eng Siong Chng
2025	J	`jnl`	Analysis of Speaker Verification Performance Trade-offs with Neural Audio Codec Transmission. CoRR Nirmalya Mallick Thakur, Jia Qi Yip, Eng Siong Chng
2025	A*	`conf`	Audio Large Language Models Can Be Descriptive Speech Quality Evaluators. ICLR Chen Chen, Yuchen Hu, Siyin Wang, Helin Wang, Zhehuai Chen, Chao Zhang, Chao-Han Huck Yang, Eng Siong Chng
2025	J	`jnl`	Audio Large Language Models Can Be Descriptive Speech Quality Evaluators. CoRR Chen Chen, Yuchen Hu, Siyin Wang, Helin Wang, Zhehuai Chen, Chao Zhang, Chao-Han Huck Yang, Eng Siong Chng
2025	C	`conf`	Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model. ASRU Ziyang Ma, Zhuo Chen, Yuping Wang, Eng Siong Chng, Xie Chen
2025	J	`jnl`	Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model. CoRR Ziyang Ma, Zhuo Chen, Yuping Wang, Eng Siong Chng, Xie Chen
2025	J	`jnl`	Automated Depression Detection From Text and Audio: A Systematic Review. IEEE J. Biomed. Health Informatics Yuxin Li, Sinchana Kumbale, Yanru Chen, Tanmay Surana, Eng Siong Chng, Cuntai Guan
2025	—	`conf`	Bandwidth Extension System for Throat Microphone Speech Reconstruction. ICMEW Yu Xu, Xiaokai Qin, Tianyu Fan, Eng Siong Chng, Sheng Li, Nobuaki Minematsu, Daisuke Saito
2025	J	`jnl`	Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR. CoRR Yizhou Peng, Hexin Liu, Eng Siong Chng
2025	J	`jnl`	CS-Sum: A Benchmark for Code-Switching Dialogue Summarization and the Limits of Large Language Models. CoRR Sathya Krishnan Suresh, Tanmay Surana, Lim Zhi Hao, Eng Siong Chng
2025	J	`jnl`	Chronological Thinking in Full-Duplex Spoken Dialogue Language Models. CoRR Donghang Wu, Haoyang Zhang, Chen Chen, Tianyu Zhang, Fei Tian, Xuerui Yang, Gang Yu, Hexin Liu, Nana Hou, Yuchen Hu, Eng Siong Chng
2025	J	`jnl`	Continual Learning with Embedding Layer Surgery and Task-wise Beam Search using Whisper. CoRR Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2025	A	`conf`	Distilling a speech and music encoder with task arithmetic. INTERSPEECH Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee
2025	J	`jnl`	Distilling a speech and music encoder with task arithmetic. CoRR Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee
2025	A	`conf`	EASY: Emotion-aware Speaker Anonymization via Factorized Distillation. INTERSPEECH Jixun Yao, Hexin Liu, Eng Siong Chng, Lei Xie
2025	J	`jnl`	EASY: Emotion-aware Speaker Anonymization via Factorized Distillation. CoRR Jixun Yao, Hexin Liu, Eng Siong Chng, Lei Xie
2025	—	`conf`	Explainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR. APSIPA Shreyas Gopal, Ashutosh Anshul, Haoyang Li, Yue Heng Yeo, Hexin Liu, Eng Siong Chng
2025	J	`jnl`	Explainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR. CoRR Shreyas Gopal, Ashutosh Anshul, Haoyang Li, Yue Heng Yeo, Hexin Liu, Eng Siong Chng
2025	Misc	`conf`	Extending Whisper for Emotion Prediction Using Word-level Pseudo Labels. ICASSP Kwok Chin Yuen, Sheng Li, Jia Qi Yip, Chenhui Chu, Tatsuya Kawahara, 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	A	`conf`	From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology. INTERSPEECH Haoyang Li, Yuchen Hu, Chen Chen, Sabato Marco Siniscalchi, Songting Liu, Eng Siong Chng
2025	A*	`conf`	GenSE: Generative Speech Enhancement via Language Models using Hierarchical Modeling. ICLR Jixun Yao, Hexin Liu, Chen Chen, Yuchen Hu, Eng Siong Chng, Lei Xie
2025	J	`jnl`	GenTSE: Enhancing Target Speaker Extraction via a Coarse-to-Fine Generative Language Model. CoRR Haoyang Li, Xuyi Zhuang, Azmat Adnan, Ye Ni, Wei Rao, Shreyas Gopal, Eng Siong Chng
2025	J	`jnl`	Hierarchical Self-Supervised Representation Learning for Depression Detection from Speech. CoRR Yuxin Li, Eng Siong Chng, Cuntai Guan
2025	J	`jnl`	Impact of Frame Rates on Speech Tokenizer: A Case Study on Mandarin and English. CoRR Haoyang Zhang, Hexin Liu, Xiangyu Zhang, Qiquan Zhang, Yuchen Hu, Junqi Zhao, Fei Tian, Xuerui Yang, Eng Siong Chng
2025	—	`conf`	Improving Code-Switching Speech Recognition with TTS Data Augmentation. APSIPA Yue Heng Yeo, Yuchen Hu, Shreyas Gopal, Yizhou Peng, Hexin Liu, Eng Siong Chng
2025	A	`conf`	Improving Synthetic Data Training for Contextual Biasing Models with a Keyword-Aware Cost Function. INTERSPEECH Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2025	J	`jnl`	Improving Synthetic Data Training for Contextual Biasing Models with a Keyword-Aware Cost Function. CoRR Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2025	—	`conf`	InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care. EMNLP (System Demonstrations) Kai He, Qika Lin, Hao Fei, Eng Siong Chng, Dehan Hong, Marcus Eng Hock Ong, Mengling Feng
2025	A	`conf`	Large Language Models Meet Contrastive Learning: Zero-Shot Emotion Recognition Across Languages. ICME Heqing Zou, Fengmao Lv, Desheng Zheng, Eng Siong Chng, Deepu Rajan
2025	J	`jnl`	Large Language Models Meet Contrastive Learning: Zero-Shot Emotion Recognition Across Languages. CoRR Heqing Zou, Fengmao Lv, Desheng Zheng, Eng Siong Chng, Deepu Rajan
2025	J	`jnl`	Leveraging Large Language Models for Speech De-Identification. Int. J. Asian Lang. Process. Priyanshu Dhingra, Satyam Agrawal, Chandra Sekar Veerappan, Eng Siong Chng, Rong Tong
2025	Misc	`conf`	LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation. ICASSP Hieu-Thi Luong, Haoyang Li, Lin Zhang, Kong Aik Lee, Eng Siong Chng
2025	J	`jnl`	Low-Resource Language Adaptation Using Two-Stage Regularization for Multilingual ASR. Int. J. Asian Lang. Process. Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2025	J	`jnl`	MULTI-Bench: A Multi-Turn Interactive Benchmark for Assessing Emotional Intelligence ability of Spoken Dialogue Models. CoRR Yayue Deng, Guoqiang Hu, Haiyang Sun, Xiangyu Zhang, Haoyang Zhang, Fei Tian, Xuerui Yang, Gang Yu, Eng Siong Chng
2025	J	`jnl`	Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models. CoRR Donghang Wu, Haoyang Zhang, Jun Chen, Xiangyu Tony Zhang, Hexin Liu, Eng Siong Chng, Fei Tian, Xuerui Yang, Xiangyu Zhang, Daxin Jiang, Gang Yu
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	J	`jnl`	NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025. CoRR Yizhou Peng, Bin Wang, Yi-Wen Chao, Ziyang Ma, Haoyang Zhang, Hexin Liu, Xie Chen, Eng Siong Chng
2025	J	`jnl`	Next-Frame Feature Prediction for Multimodal Deepfake Detection and Temporal Localization. CoRR Ashutosh Anshul, Shreyas Gopal, Deepu Rajan, Eng Siong Chng
2025	J	`jnl`	Noise-aware network with shared channel-attention encoder and joint constraint for noisy speech separation. Digit. Signal Process. Linhui Sun, Xiaolong Zhou, Aifei Gong, Lei Ye, Pingan Li, Eng Siong Chng
2025	—	`conf`	Noro: Noise-Robust One-Shot Voice Conversion with Hidden Speaker Representation Learning. APSIPA Haorui He, Yuchen Song, Yuancheng Wang, Haoyang Li, Xueyao Zhang, Li Wang, Gongping Huang, Eng Siong Chng, Zhizheng Wu
2025	J	`jnl`	Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception. CoRR Ziyang Ma, Ruiyang Xu, Zhenghao Xing, Yunfei Chu, Yuxuan Wang, Jinzheng He, Jin Xu, Pheng-Ann Heng, Kai Yu, Junyang Lin, Eng Siong Chng, Xie Chen
2025	J	`jnl`	QAMO: Quality-aware Multi-centroid One-class Learning For Speech Deepfake Detection. CoRR Duc-Tuan Truong, Tianchi Liu, Ruijie Tao, Junjie Li, Kong Aik Lee, Eng Siong Chng
2025	—	`conf`	Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation. APSIPA Hieu-Thi Luong, Inbal Rimon, Haim H. Permuter, Kong Aik Lee, Eng Siong Chng
2025	J	`jnl`	Robust Localization of Partially Fake Speech: Metrics, Models, and Out-of-Domain Evaluation. CoRR Hieu-Thi Luong, Inbal Rimon, Haim H. Permuter, Kong Aik Lee, Eng Siong Chng
2025	Misc	`conf`	Speech Enhancement Using Continuous Embeddings of Neural Audio Codec. ICASSP Haoyang Li, Jia Qi Yip, Tianyu Fan, Eng Siong Chng
2025	J	`jnl`	Speech Enhancement Using Continuous Embeddings of Neural Audio Codec. CoRR Haoyang Li, Jia Qi Yip, Tianyu Fan, Eng Siong Chng
2025	A	`conf`	Speechless: Speech Instruction Training Without Speech for Low Resource Languages. INTERSPEECH Alan Dao, Dinh Bach Vu, Huy Hoang Ha, Tuan Le Duc Anh, Shreyas Gopal, Yue Heng Yeo, Warren Keng Hoong Low, Eng Siong Chng, Jia Qi Yip
2025	J	`jnl`	Speechless: Speech Instruction Training Without Speech for Low Resource Languages. CoRR Alan Dao, Dinh Bach Vu, Huy Hoang Ha, Tuan Le Duc Anh, Shreyas Gopal, Yue Heng Yeo, Warren Keng Hoong Low, Eng Siong Chng, Jia Qi Yip
2025	J	`jnl`	Step-Audio-R1 Technical Report. CoRR Fei Tian, Xiangyu Tony Zhang, Yuxin Zhang, Haoyang Zhang, Yuxin Li, Daijiao Liu, Yayue Deng, Donghang Wu, Jun Chen, Liang Zhao, Chengyuan Yao, Hexin Liu, Eng Siong Chng, Xuerui Yang, Xiangyu Zhang, Daxin Jiang, Gang Yu
2025	J	`jnl`	Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods. CoRR Bingshen Mu, Pengcheng Guo, Zhaokai Sun, Shuai Wang, Hexin Liu, Mingchen Shao, Lei Xie, Eng Siong Chng, Longshuai Xiao, Qiangze Feng, Daliang Wang
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`	UniArray: Unified Spectral-Spatial Modeling for Array-Geometry-Agnostic Speech Separation. CoRR Weiguang Chen, Junjie Zhang, Jielong Yang, Eng Siong Chng, Xionghu Zhong
2025	J	`jnl`	UniArray: Unified Spectral-Spatial Modeling for Array-Geometry-Agnostic Speech Separation. IEEE Signal Process. Lett. Weiguang Chen, Junjie Zhang, Jielong Yang, Eng Siong Chng, Xionghu Zhong
2025	J	`jnl`	Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis. CoRR Tianrui Wang, Haoyu Wang, Meng Ge, Cheng Gong, Chunyu Qiang, Ziyang Ma, Zikang Huang, Guanrou Yang, Xiaobao Wang, Eng Siong Chng, Xie Chen, Longbiao Wang, Jianwu Dang
2025	—	`conf`	Zero-shot Context Biasing with Trie-based Decoding using Synthetic Multi-Pronunciation. APSIPA Changsong Liu, Yizhou Peng, Eng Siong Chng
2025	J	`jnl`	Zero-shot Context Biasing with Trie-based Decoding using Synthetic Multi-Pronunciation. CoRR Changsong Liu, Yizhou Peng, Eng Siong Chng
2024	—	`conf`	Adapting OpenAI's Whisper for Speech Recognition on Code-Switch Mandarin-English SEAME and ASRU2019 Datasets. APSIPA Yuhang Yang, Yizhou Peng, Hao Huang, Eng Siong Chng, Xionghu Zhong
2024	J	`jnl`	An Investigation on the Potential of KAN in Speech Enhancement. CoRR Haoyang Li, Yuchen Hu, Chen Chen, Eng Siong Chng
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	—	`conf`	Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs. ISCSLP Yuhang Yang, Yizhou Peng, Eng Siong Chng, Xionghu Zhong
2024	J	`jnl`	Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs. CoRR Yuhang Yang, Yizhou Peng, Eng Siong Chng, Xionghu Zhong
2024	A	`conf`	Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems. INTERSPEECH Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2024	J	`jnl`	Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems. CoRR Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2024	—	`conf`	Continual Learning With Embedding Layer Surgery and Task-Wise Beam Search Using Whisper. SLT Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2024	J	`jnl`	Cross-Modality and Within-Modality Regularization for Audio-Visual DeepFake Detection. CoRR Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan
2024	Misc	`conf`	Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection. ICASSP Heqing Zou, Meng Shen, Yuchen Hu, Chen Chen, Eng Siong Chng, Deepu Rajan
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`	DiaSynth - Synthetic Dialogue Generation Framework. CoRR Sathya Krishnan Suresh, Mengjun Wu, Tushar Pranav, Eng Siong Chng
2024	J	`jnl`	Dual-Branch Modeling Based on State-Space Model for Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. Linhui Sun, Shuo Yuan, Aifei Gong, Lei Ye, Eng Siong Chng
2024	Misc	`conf`	Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification. ICASSP Duc-Tuan Truong, Ruijie Tao, Jia Qi Yip, Kong Aik Lee, Eng Siong Chng
2024	Misc	`conf`	Enhancing Low-Latency Speaker Diarization with Spatial Dictionary Learning. ICASSP Weiguang Chen, Tran The Anh, Xionghu Zhong, Eng Siong Chng
2024	J	`jnl`	Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback. CoRR Chen Chen, Yuchen Hu, Wen Wu, Helin Wang, Eng Siong Chng, Chao Zhang
2024	J	`jnl`	GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators. CoRR Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Dong Zhang, Zhehuai Chen, Eng Siong Chng
2024	—	`conf`	ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge. ICASSP Workshops 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
2024	J	`jnl`	ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge. CoRR 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
2024	—	`conf`	Improved Alignment for Score Combination of RNN-T and CTC Decoder for Online Decoding. TSD (2) Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2024	A	`conf`	Investigating ASR Error Correction with Large Language Model and Multilingual 1-best Hypotheses. INTERSPEECH Sheng Li, Chen Chen, Kwok Chin Yuen, Chenhui Chu, Eng Siong Chng, Hisashi Kawai
2024	J	`jnl`	It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition. CoRR Chen Chen, Ruizhe Li, Yuchen Hu, Sabato Marco Siniscalchi, Pin-Yu Chen, Eng Siong Chng, Chao-Han Huck Yang
2024	—	`conf`	Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition. SLT Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024	J	`jnl`	Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition. CoRR Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024	J	`jnl`	Large Language Models are Efficient Learners of Noise-Robust Speech Recognition. CoRR Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Ruizhe Li, Chao Zhang, Pin-Yu Chen, Eng Siong Chng
2024	J	`jnl`	Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models. CoRR Yuchen Hu, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng, Ruizhe Li
2024	J	`jnl`	LlamaPartialSpoof: An LLM-Driven Fake Speech Dataset Simulating Disinformation Generation. CoRR Hieu-Thi Luong, Haoyang Li, Lin Zhang, Kong Aik Lee, Eng Siong Chng
2024	—	`conf`	Low Resource Language Adaptation using Two-stage Regularization for Multilingual ASR. IALP Kwok Chin Yuen, Jia Qi Yip, Eng Siong Chng
2024	A*	`conf`	Multi-Stage Face-Voice Association Learning with Keynote Speaker Diarization. ACM Multimedia Ruijie Tao, Zhan Shi, Yidi Jiang, Duc-Tuan Truong, Eng Siong Chng, Massimo Alioto, Haizhou Li
2024	J	`jnl`	NTU-NPU System for Voice Privacy 2024 Challenge. CoRR Nikita Kuzmin, Hieu-Thi Luong, Jixun Yao, Lei Xie, Kong Aik Lee, Eng Siong Chng
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	Misc	`conf`	Noise-Aware Speech Separation with Contrastive Learning. ICASSP Zizheng Zhang, Chen Chen, Hsin-Hung Chen, Xiang Liu, Yuchen Hu, Eng Siong Chng
2024	A	`conf`	Noise-aware Speech Enhancement using Diffusion Probabilistic Model. INTERSPEECH Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng
2024	J	`jnl`	Noro: A Noise-Robust One-shot Voice Conversion System with Hidden Speaker Representation Capabilities. CoRR Haorui He, Yuchen Song, Yuancheng Wang, Haoyang Li, Xueyao Zhang, Li Wang, Gongping Huang, Eng Siong Chng, Zhizheng Wu
2024	—	`conf`	Optimizing Multi-Speaker Speech Recognition with Online Decoding and Data Augmentation. APSIPA Yizhou Peng, Eng Siong Chng
2024	J	`jnl`	Robust Zero-Shot Text-to-Speech Synthesis with Reverse Inference Optimization. CoRR Yuchen Hu, Chen Chen, Siyin Wang, Eng Siong Chng, Chao Zhang
2024	—	`conf`	Room Impulse Responses Help Attackers to Evade Deep Fake Detection. SLT Hieu-Thi Luong, Duc-Tuan Truong, Kong Aik Lee, Eng Siong Chng
2024	J	`jnl`	Room Impulse Responses help attackers to evade Deep Fake Detection. CoRR Hieu-Thi Luong, Duc-Tuan Truong, Kong Aik Lee, Eng Siong Chng
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	J	`jnl`	Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models. CoRR Yuchen Hu, Chen Chen, Chao-Han Huck Yang, Chengwei Qin, Pin-Yu Chen, Eng Siong Chng, Chao Zhang
2024	J	`jnl`	Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model. CoRR Xiangyu Zhang, Daijiao Liu, Hexin Liu, Qiquan Zhang, Hanyu Meng, Leibny Paola García, Eng Siong Chng, Lina Yao
2024	—	`conf`	Speech de-identification data augmentation leveraging large language model. IALP Priyanshu Dhingra, Satyam Agrawal, Chandra Sekar Veerappan, Thi-Nga Ho, Eng Siong Chng, Rong Tong
2024	A	`conf`	Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection. INTERSPEECH Duc-Tuan Truong, Ruijie Tao, Tuan Nguyen, Hieu-Thi Luong, Kong Aik Lee, Eng Siong Chng
2024	J	`jnl`	Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection. CoRR Duc-Tuan Truong, Ruijie Tao, Tuan Nguyen, Hieu-Thi Luong, Kong Aik Lee, Eng Siong Chng
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
2024	J	`jnl`	Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR. IEEE ACM Trans. Audio Speech Lang. Process. Yuchen Hu, Chen Chen, Qiushi Zhu, Eng Siong Chng
2023	J	`jnl`	A Neural State-Space Model Approach to Efficient Speech Separation. CoRR Chen Chen, Chao-Han Huck Yang, Kai Li, Yuchen Hu, Pin-Jui Ku, Eng Siong Chng
2023	A	`conf`	A Neural State-Space Modeling Approach to Efficient Speech Separation. INTERSPEECH Chen Chen, Chao-Han Huck Yang, Kai Li, Yuchen Hu, Pin-Jui Ku, Eng Siong Chng
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	—	`conf`	Adapting Code-Switching Language Models with Statistical-Based Text Augmentation. ACIIDS (2) Chaiyasait Prachaseree, Kshitij Gupta, Thi-Nga Ho, Yizhou Peng, Kyaw Zin Tun, Eng Siong Chng, G. S. S. Chalapthi
2023	—	`conf`	Adopting Neural Translation Model in Data Generation for Inverse Text Normalization. APSIPA ASC Yufei Jiang, Thi-Nga Ho, Eng Siong Chng
2023	—	`conf`	An Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech. ACIIDS (2) Changsong Liu, Thi-Nga Ho, Eng Siong Chng
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	A	`conf`	Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network. INTERSPEECH Zhiheng Liao, Feifei Xiong, Juan Luo, Minjie Cai, Eng Siong Chng, Jinwei Feng, Xionghu Zhong
2023	—	`conf`	CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER. EMNLP (Findings) Tanmay Surana, Thi-Nga Ho, Kyaw Zin Tun, Eng Siong Chng
2023	J	`jnl`	Codec Data Augmentation for Time-domain Heart Sound Classification. CoRR Ansh Mishra, Jia Qi Yip, Eng Siong Chng
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	A*	`conf`	Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. IJCAI Yuchen Hu, Ruizhe Li, Chen Chen, Heqing Zou, Qiushi Zhu, Eng Siong Chng
2023	J	`jnl`	Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition. CoRR Yuchen Hu, Ruizhe Li, Chen Chen, Heqing Zou, Qiushi Zhu, Eng Siong Chng
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	A	`conf`	Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition. INTERSPEECH Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng
2023	J	`jnl`	Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification. CoRR Duc-Tuan Truong, Ruijie Tao, Jia Qi Yip, Kong Aik Lee, Eng Siong Chng
2023	J	`jnl`	Generative error correction for code-switching speech recognition using large language models. CoRR Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Hexin Liu, Sabato Marco Siniscalchi, Eng Siong Chng
2023	Misc	`conf`	Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition. ICASSP Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng
2023	J	`jnl`	Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition. CoRR Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng
2023	—	`conf`	Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. ACL (1) Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiu-Shi Zhu, Eng Siong Chng
2023	J	`jnl`	Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition. CoRR Yuchen Hu, Ruizhe Li, Chen Chen, Chengwei Qin, Qiushi Zhu, Eng Siong Chng
2023	J	`jnl`	HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models. CoRR Chen Chen, Yuchen Hu, Chao-Han Huck Yang, Sabato Marco Siniscalchi, Pin-Yu Chen, Eng Siong Chng
2023	Misc	`conf`	Improving Spoken Language Identification with Map-Mix. ICASSP Shangeth Rajaa, Kriti Anandan, Swaraj Dalmia, Tarun Gupta, Eng Siong Chng
2023	J	`jnl`	Improving Spoken Language Identification with Map-Mix. CoRR Shangeth Rajaa, Kriti Anandan, Swaraj Dalmia, Tarun Gupta, Eng Siong Chng
2023	—	`conf`	Leveraging Audio-Tagging Assisted Sound Event Detection using Weakified Strong Labels and Frequency Dynamic Convolutions. SSP Tanmay Khandelwal, Rohan Kumar Das, Andrew Koh, Eng Siong Chng
2023	A*	`conf`	Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning. AAAI Chen Chen, Yuchen Hu, Qiang Zhang, Heqing Zou, Beier Zhu, Eng Siong Chng
2023	B	`conf`	Local and Global Context Modeling with Relation Matching Task for Dialog Act Recognition. IJCNN Yuke Si, Yan Zhang, Yuhang Li, Xiaobao Wang, Longbiao Wang, Jianwu Dang, Eng Siong Chng, Haizhou Li
2023	—	`conf`	MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. ACL (1) Yuchen Hu, Chen Chen, Ruizhe Li, Heqing Zou, Eng Siong Chng
2023	J	`jnl`	MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition. CoRR Yuchen Hu, Chen Chen, Ruizhe Li, Heqing Zou, Eng Siong Chng
2023	Misc	`conf`	Metric-Oriented Speech Enhancement Using Diffusion Probabilistic Model. ICASSP Chen Chen, Yuchen Hu, Weiwei Weng, Eng Siong Chng
2023	J	`jnl`	Metric-oriented Speech Enhancement using Diffusion Probabilistic Model. CoRR Chen Chen, Yuchen Hu, Weiwei Weng, Eng Siong Chng
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`	Noise-aware Speech Enhancement using Diffusion Probabilistic Model. CoRR Yuchen Hu, Chen Chen, Ruizhe Li, Qiushi Zhu, Eng Siong Chng
2023	J	`jnl`	Noise-aware Speech Separation with Contrastive Learning. CoRR Zizheng Zhang, Chen Chen, Xiang Liu, Yuchen Hu, Eng Siong Chng
2023	Misc	`conf`	Probabilistic Back-ends for Online Speaker Recognition and Clustering. ICASSP Alexey Sholokhov, Nikita Kuzmin, Kong Aik Lee, Eng Siong Chng
2023	J	`jnl`	Probabilistic Back-ends for Online Speaker Recognition and Clustering. CoRR Alexey Sholokhov, Nikita Kuzmin, Kong Aik Lee, Eng Siong Chng
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`	Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory. INTERSPEECH Rui Li, Zhiwei Xie, Haihua Xu, Yizhou Peng, Hexin Liu, Hao Huang, Eng Siong Chng
2023	—	`conf`	Singaporean Conversational English-Malay Code-Switching Speech: An Analysis Based on Code-switching Points and Part -of-Speech. IALP Kshitij Gupta, Chaiyasait Prachaseree, Thi-Nga Ho, Kyaw Zin Tun, Jia Xin Koh, Ying Ying Tan, Eng Siong Chng, Chalapathi GSS
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	Misc	`conf`	Speech-Text Based Multi-Modal Training with Bidirectional Attention for Improved Speech Recognition. ICASSP Yuhang Yang, Haihua Xu, Hao Huang, Eng Siong Chng, Sheng Li
2023	—	`conf`	UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. ACL (Findings) Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
2023	J	`jnl`	UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. CoRR Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng
2023	Misc	`conf`	Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. ICASSP Yuchen Hu, Chen Chen, Heqing Zou, Xionghu Zhong, Eng Siong Chng
2023	J	`jnl`	Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation. CoRR Yuchen Hu, Chen Chen, Heqing Zou, Xionghu Zhong, Eng Siong Chng
2023	Misc	`conf`	Unsupervised Noise Adaptation Using Data Simulation. ICASSP Chen Chen, Yuchen Hu, Heqing Zou, Linhui Sun, Eng Siong Chng
2023	J	`jnl`	Unsupervised Noise adaptation using Data Simulation. CoRR Chen Chen, Yuchen Hu, Heqing Zou, Linhui Sun, Eng Siong Chng
2023	J	`jnl`	Wav2code: Restore Clean Speech Representations via Codebook Lookup for Noise-Robust ASR. CoRR Yuchen Hu, Chen Chen, Qiushi Zhu, Eng Siong Chng
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	Misc	`conf`	An Embarrassingly Simple Model for Dialogue Relation Extraction. ICASSP Fuzhao Xue, Aixin Sun, Hao Zhang, Jinjie Ni, Eng Siong Chng
2022	J	`jnl`	Continual Learning For On-Device Environmental Sound Classification. CoRR Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang
2022	—	`conf`	Continual Learning for On-Ddevice Environmental Sound Classification. DCASE Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang
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	A	`conf`	DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition. INTERSPEECH Zixun Guo, Chen Chen, Eng Siong Chng
2022	J	`jnl`	DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition. CoRR Zixun Guo, Chen Chen, Eng Siong Chng
2022	J	`jnl`	Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition. CoRR Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng
2022	J	`jnl`	Efficient Self-Supervised Learning Representations for Spoken Language Identification. IEEE J. Sel. Top. Signal Process. Hexin Liu, Leibny Paola García-Perera, Andy W. H. Khong, Eng Siong Chng, Suzy J. Styles, Sanjeev Khudanpur
2022	A	`conf`	Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model. INTERSPEECH Tarun Gupta, Duc-Tuan Truong, Tran The Anh, 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	J	`jnl`	Interactive Audio-text Representation for Automated Audio Captioning with Contrastive Learning. CoRR Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng
2022	A	`conf`	Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning. INTERSPEECH Chen Chen, Nana Hou, Yuchen Hu, Heqing Zou, Xiaofeng Qi, Eng Siong Chng
2022	Misc	`conf`	Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition. ICASSP Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng
2022	J	`jnl`	Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder. CoRR Jicheng Zhang, Yizhou Peng, Haihua Xu, Yi He, Eng Siong Chng, Hao Huang
2022	J	`jnl`	Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition. CoRR Yizhou Peng, Yufei Liu, Jicheng Zhang, Haihua Xu, Yi He, Hao Huang, Eng Siong Chng
2022	Misc	`conf`	L-SpEx: Localized Target Speaker Extraction. ICASSP Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
2022	J	`jnl`	L-SpEx: Localized Target Speaker Extraction. CoRR Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
2022	J	`jnl`	Language-Based Audio Retrieval with Converging Tied Layers and Contrastive Loss. CoRR Andrew Koh, Eng Siong Chng
2022	J	`jnl`	Learning affective representations based on magnitude and dynamic relative phase information for speech emotion recognition. Speech Commun. Lili Guo, Longbiao Wang, Jianwu Dang, Eng Siong Chng, Seiichi Nakagawa
2022	J	`jnl`	Leveraging Modality-specific Representations for Audio-visual Speech Recognition via Reinforcement Learning. CoRR Chen Chen, Yuchen Hu, Qiang Zhang, Heqing Zou, Beier Zhu, Eng Siong Chng
2022	Misc	`conf`	Minimum Word Error Training For Non-Autoregressive Transformer-Based Code-Switching ASR. ICASSP Yizhou Peng, Jicheng Zhang, Haihua Xu, Hao Huang, Eng Siong Chng
2022	Misc	`conf`	Noise-Robust Speech Recognition With 10 Minutes Unparalleled In-Domain Data. ICASSP Chen Chen, Nana Hou, Yuchen Hu, Shashank Shirol, Eng Siong Chng
2022	J	`jnl`	Noise-robust Speech Recognition with 10 Minutes Unparalleled In-domain Data. CoRR Chen Chen, Nana Hou, Yuchen Hu, Shashank Shirol, Eng Siong Chng
2022	J	`jnl`	Punctuation Restoration for Singaporean Spoken Languages: English, Malay, and Mandarin. CoRR Abhinav Rao, Thi-Nga Ho, Eng Siong Chng
2022	A	`conf`	Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting. INTERSPEECH Yang Xiao, Nana Hou, Eng Siong Chng
2022	J	`jnl`	Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting. CoRR Yang Xiao, Nana Hou, Eng Siong Chng
2022	Misc	`conf`	Self-Critical Sequence Training for Automatic Speech Recognition. ICASSP Chen Chen, Yuchen Hu, Nana Hou, Xiaofeng Qi, Heqing Zou, Eng Siong Chng
2022	J	`jnl`	Self-critical Sequence Training for Automatic Speech Recognition. CoRR Chen Chen, Yuchen Hu, Nana Hou, Xiaofeng Qi, Heqing Zou, Eng Siong Chng
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
2022	Misc	`conf`	Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information. ICASSP Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng
2022	J	`jnl`	Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information. CoRR Heqing Zou, Yuke Si, Chen Chen, Deepu Rajan, Eng Siong Chng
2022	J	`jnl`	Speech-text based multi-modal training with bidirectional attention for improved speech recognition. CoRR Yuhang Yang, Haihua Xu, Hao Huang, Eng Siong Chng, Sheng Li
2022	—	`conf`	The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results. ISCSLP Ao Zhang, Fan Yu, Kaixun Huang, Lei Xie, Longbiao Wang, Eng Siong Chng, Hui Bu, Binbin Zhang, Wei Chen, Xin Xu
2022	J	`jnl`	The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results. CoRR Ao Zhang, Fan Yu, Kaixun Huang, Lei Xie, Longbiao Wang, Eng Siong Chng, Hui Bu, Binbin Zhang, Wei Chen, Xin Xu
2021	—	`conf`	A Unified Speaker Adaptation Approach for ASR. EMNLP (1) Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2021	J	`jnl`	A Unified Speaker Adaptation Approach for ASR. CoRR Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2021	—	`conf`	Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems. ISCSLP Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng
2021	J	`jnl`	Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization. CoRR Andrew Koh, Fuzhao Xue, Eng Siong Chng
2021	A	`conf`	E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition. Interspeech Jicheng Zhang, Yizhou Peng, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng
2021	—	`conf`	End-to-End Speaker Age and Height Estimation using Attention Mechanism and Triplet Loss. APSIPA ASC Manav Kaushik, Van Tung Pham, Tran The Anh, Eng Siong Chng
2021	J	`jnl`	End-to-End Speaker Height and age estimation using Attention Mechanism with LSTM-RNN. CoRR Manav Kaushik, Van Tung Pham, Eng Siong Chng
2021	—	`conf`	Enriching Under-Represented Named Entities for Improved Speech Recognition. APSIPA ASC Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Aishan Wumaier, Eng Siong Chng
2021	A*	`conf`	GDPNet: Refining Latent Multi-View Graph for Relation Extraction. AAAI Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng
2021	J	`jnl`	Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition. CoRR Yuchen Hu, Nana Hou, Chen Chen, Eng Siong Chng
2021	Misc	`conf`	Learning Disentangled Feature Representations for Speech Enhancement Via Adversarial Training. ICASSP Nana Hou, Chenglin Xu, Eng Siong Chng, Haizhou Li
2021	—	`conf`	Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning. ISCSLP Zhiping Zeng, Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Eng Siong Chng, Chongjia Ni, Bin Ma
2021	Misc	`conf`	Multi-Stage Speaker Extraction with Utterance and Frame-Level Reference Signals. ICASSP Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
2021	—	`conf`	Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework. APSIPA ASC Yizhou Peng, Jicheng Zhang, Haobo Zhang, Haihua Xu, Hao Huang, Sheng Li, Eng Siong Chng
2021	J	`jnl`	Multitask-Based Joint Learning Approach To Robust ASR For Radio Communication Speech. CoRR Duo Ma, Nana Hou, Van Tung Pham, Haihua Xu, Eng Siong Chng
2021	—	`conf`	Multitask-based joint learning approach to robust ASR for radio communication speech. APSIPA ASC Duo Ma, Nana Hou, Van Tung Pham, Haihua Xu, Eng Siong Chng
2021	A	`conf`	Overlapped Speech Detection Based on Spectral and Spatial Feature Fusion. Interspeech Weiguang Chen, Van Tung Pham, Eng Siong Chng, Xionghu Zhong
2021	Misc	`conf`	Preventing Early Endpointing for Online Automatic Speech Recognition. ICASSP Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2021	Misc	`conf`	Representation Learning with Spectro-Temporal-Channel Attention for Speech Emotion Recognition. ICASSP Lili Guo, Longbiao Wang, Chenglin Xu, Jianwu Dang, Eng Siong Chng, Haizhou Li
2021	—	`conf`	Time Domain Speech Enhancement With Attentive Multi-scale Approach. APSIPA ASC Chen Chen, Nana Hou, Duo Ma, Eng Siong Chng
2020	J	`jnl`	A multilingual approach to joint Speech and Accent Recognition with DNN-HMM framework. CoRR Yizhou Peng, Jicheng Zhang, Haobo Zhang, Haihua Xu, Hao Huang, Eng Siong Chng
2020	—	`conf`	Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences. EMNLP (Findings) Boon Peng Yap, Andrew Koh, Eng Siong Chng
2020	J	`jnl`	Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences. CoRR Boon Peng Yap, Andrew Koh, Eng Siong Chng
2020	J	`jnl`	An Embarrassingly Simple Model for Dialogue Relation Extraction. CoRR Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng
2020	J	`jnl`	Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems. CoRR Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng
2020	A	`conf`	Cross Attention with Monotonic Alignment for Speech Transformer. INTERSPEECH Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2020	J	`jnl`	Enriching Under-Represented Named-Entities To Improve Speech Recognition Performance. CoRR Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Aishan Wumaier, Eng Siong Chng
2020	J	`jnl`	GDPNet: Refining Latent Multi-View Graph for Relation Extraction. CoRR Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng
2020	Misc	`conf`	Independent Language Modeling Architecture for End-To-End ASR. ICASSP Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma, Haizhou Li
2020	J	`jnl`	Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning. CoRR Zhiping Zeng, Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Eng Siong Chng, Chongjia Ni, Bin Ma
2020	A	`conf`	Monolingual Data Selection Analysis for English-Mandarin Hybrid Code-Switching Speech Recognition. INTERSPEECH Haobo Zhang, Haihua Xu, Van Tung Pham, Hao Huang, Eng Siong Chng
2020	A	`conf`	Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension. INTERSPEECH Nana Hou, Chenglin Xu, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li
2020	J	`jnl`	Multi-stage Speaker Extraction with Utterance and Frame-Level Reference Signals. CoRR Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
2020	A	`conf`	SpEx+: A Complete Time Domain Speaker Extraction Network. INTERSPEECH Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
2020	J	`jnl`	SpEx+: A Complete Time Domain Speaker Extraction Network. CoRR Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li
2020	J	`jnl`	SpEx: Multi-Scale Time Domain Speaker Extraction Network. CoRR Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li
2020	J	`jnl`	SpEx: Multi-Scale Time Domain Speaker Extraction Network. IEEE ACM Trans. Audio Speech Lang. Process. Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li
2020	A	`conf`	Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network. INTERSPEECH Nana Hou, Chenglin Xu, Van Tung Pham, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li
2020	A	`conf`	Speech Transformer with Speaker Aware Persistent Memory. INTERSPEECH Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2020	Misc	`conf`	Time-Domain Neural Network Approach for Speech Bandwidth Extension. ICASSP Xiang Hao, Chenglin Xu, Nana Hou, Lei Xie, Eng Siong Chng, Haizhou Li
2020	J	`jnl`	Time-domain speaker extraction network. CoRR Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li
2020	A	`conf`	Universal Speech Transformer. INTERSPEECH Yingzhu Zhao, Chongjia Ni, Cheung-Chi Leung, Shafiq R. Joty, Eng Siong Chng, Bin Ma
2019	A	`conf`	A Speaker-Dependent WaveNet for Voice Conversion with Non-Parallel Data. INTERSPEECH Xiaohai Tian, Eng Siong Chng, Haizhou Li
2019	J	`jnl`	A Vocoder-free WaveNet Voice Conversion with Non-Parallel Data. CoRR Xiaohai Tian, Eng Siong Chng, Haizhou Li
2019	—	`conf`	Audio Codec Simulation based Data Augmentation for Telephony Speech Recognition. APSIPA Thi-Ly Vu, Zhiping Zeng, Haihua Xu, Eng Siong Chng
2019	A	`conf`	Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data. INTERSPEECH Yerbolat Khassanov, Haihua Xu, Van Tung Pham, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma
2019	J	`jnl`	Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data. CoRR Yerbolat Khassanov, Haihua Xu, Van Tung Pham, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma
2019	—	`conf`	Domain Adversarial Training for Speech Enhancement. APSIPA Nana Hou, Chenglin Xu, Eng Siong Chng, Haizhou Li
2019	A	`conf`	Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation. INTERSPEECH Yerbolat Khassanov, Zhiping Zeng, Van Tung Pham, Haihua Xu, Eng Siong Chng
2019	J	`jnl`	Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation. CoRR Yerbolat Khassanov, Zhiping Zeng, Van Tung Pham, Haihua Xu, Eng Siong Chng
2019	J	`jnl`	I4U Submission to NIST SRE 2018: Leveraging from a Decade of Shared Experiences. CoRR Kong Aik Lee, Ville Hautamäki, Tomi Kinnunen, Hitoshi Yamamoto, Koji Okabe, Ville Vestman, Jing Huang, Guohong Ding, Hanwu Sun, Anthony Larcher, Rohan Kumar Das, Haizhou Li, Mickael Rouvier, Pierre-Michel Bousquet, Wei Rao, Qing Wang, Chunlei Zhang, Fahimeh Bahmaninezhad, Héctor Delgado, Jose Patino, Qiongqiong Wang, Ling Guo, Takafumi Koshinaka, Jiacen Zhang, Koichi Shinoda, Trung Ngo Trong, Md. Sahidullah, Fan Lu, Yun Tang, Ming Tu, Kah Kuan Teh, Tran Huy Dat, Kuruvachan K. George, Ivan Kukanov, Florent Desnous, Jichen Yang, Emre Yilmaz, Longting Xu, Jean-François Bonastre, Chenglin Xu, Zhi Hao Lim, Eng Siong Chng, Shivesh Ranjan, John H. L. Hansen, Massimiliano Todisco, Nicholas W. D. Evans
2019	—	`conf`	Improving code-switching speech recognition with data augmentation and system combination. APSIPA Duo Ma, Guanyu Li, Haihua Xu, Eng Siong Chng
2019	J	`jnl`	Independent language modeling architecture for end-to-end ASR. CoRR Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma, Haizhou Li
2019	A	`conf`	On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition. INTERSPEECH Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Eng Siong Chng, Haizhou Li
2019	Misc	`conf`	Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss. ICASSP Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li
2019	J	`jnl`	Optimization of Speaker Extraction Neural Network with Magnitude and Temporal Spectrum Approximation Loss. CoRR Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li
2019	A	`conf`	Target Speaker Extraction for Multi-Talker Speaker Verification. INTERSPEECH Wei Rao, Chenglin Xu, Eng Siong Chng, Haizhou Li
2019	J	`jnl`	Target Speaker Extraction for Overlapped Multi-Talker Speaker Verification. CoRR Wei Rao, Chenglin Xu, Eng Siong Chng, Haizhou Li
2019	—	`conf`	The TL@NTU Text-to-speech System for the Blizzard Challenge 2019. Blizzard Challenge Wenjie Li, Haihua Xu, Eng Siong Chng
2019	C	`conf`	Time-Domain Speaker Extraction Network. ASRU Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li
2019	—	`conf`	Transfer Learning for Punctuation Prediction. APSIPA Karan Makhija, Thi-Nga Ho, Eng Siong Chng
2018	—	`conf`	A Hybrid Deep Learning Architecture for Sentence Unit Detection. IALP Duy-Cat Can, Thi-Nga Ho, Eng Siong Chng
2018	A	`conf`	A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning. INTERSPEECH Chenglin Xu, Wei Rao, Eng Siong Chng, Haizhou Li
2018	—	`conf`	Average Modeling Approach to Voice Conversion with Non-Parallel Data. Odyssey Xiaohai Tian, Junchao Wang, Haihua Xu, Eng Siong Chng, Haizhou Li
2018	J	`jnl`	Learning distributed sentence representations for story segmentation. Signal Process. Jia Yu, Lei Xie, Xiong Xiao, Eng Siong Chng
2018	A	`conf`	Mandarin-English Code-switching Speech Recognition. INTERSPEECH Haihua Xu, Van Tung Pham, Zin Tun Kyaw, Zhi Hao Lim, Eng Siong Chng, Haizhou Li
2018	—	`conf`	Named-Entity Tagging and Domain adaptation for Better Customized Translation. NEWS@ACL Zhongwei Li, Xuancong Wang, AiTi Aw, Eng Siong Chng, Haizhou Li
2018	J	`jnl`	On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition. CoRR Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Eng Siong Chng, Haizhou Li
2018	J	`jnl`	Re-ranking spoken term detection with acoustic exemplars of keywords. Speech Commun. Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li
2018	Misc	`conf`	Single Channel Speech Separation with Constrained Utterance Level Permutation Invariant Training Using Grid LSTM. ICASSP Chenglin Xu, Wei Rao, Xiong Xiao, Eng Siong Chng, Haizhou Li
2018	A	`conf`	Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition. INTERSPEECH Pengcheng Guo, Haihua Xu, Lei Xie, Eng Siong Chng
2018	J	`jnl`	Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition. CoRR Pengcheng Guo, Haihua Xu, Lei Xie, Eng Siong Chng
2018	Misc	`conf`	Unsupervised Domain Adaptation via Domain Adversarial Training for Speaker Recognition. ICASSP Qing Wang, Wei Rao, Sining Sun, Lei Xie, Eng Siong Chng, Haizhou Li
2018	A	`conf`	Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR. INTERSPEECH Yerbolat Khassanov, Eng Siong Chng
2018	J	`jnl`	Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR. CoRR Yerbolat Khassanov, Eng Siong Chng
2017	J	`jnl`	A hybrid neural network hidden Markov model approach for automatic story segmentation. J. Ambient Intell. Humaniz. Comput. Jia Yu, Lei Xie, Xiong Xiao, Eng Siong Chng
2017	—	`conf`	A review of the mandarin-english code-switching corpus: SEAME. IALP Grandee Lee, Thi-Nga Ho, Eng Siong Chng, Haizhou Li
2017	J	`jnl`	An Exemplar-Based Approach to Frequency Warping for Voice Conversion. IEEE ACM Trans. Audio Speech Lang. Process. Xiaohai Tian, Siu Wa Lee, Zhizheng Wu, Eng Siong Chng, Haizhou Li
2017	—	`conf`	An end-to-end neural network approach to story segmentation. APSIPA Jia Yu, Lei Xie, Xiong Xiao, Eng Siong Chng
2017	—	`conf`	An investigation of spectral feature partitioning for replay attacks detection. APSIPA Zhi Hao Lim, Xiaohai Tian, Wei Rao, Eng Siong Chng
2017	—	`conf`	Improving N-gram language modeling for code-switching speech recognition. APSIPA Zhiping Zeng, Haihua Xu, Tze Yuang Chong, Eng Siong Chng, Haizhou Li
2017	—	`conf`	Improving air traffic control speech intelligibility by reducing speaking rate effectively. IALP Nana Hou, Xiaohai Tian, Eng Siong Chng, Bin Ma, Haizhou Li
2017	—	`conf`	Low-resource spoken keyword search strategies in georgian inspired by distinctive feature theory. APSIPA Nancy F. Chen, Boon Pang Lim, Van Hai Do, Van Tung Pham, Chongjia Ni, Haihua Xu, Mark Hasegawa-Johnson, Wenda Chen, Xiong Xiao, Sunil Sivadas, Eng Siong Chng, Bin Ma, Haizhou Li
2017	—	`conf`	Named entity transliteration with sequence-to-sequence neural network. IALP Zhongwei Li, Eng Siong Chng, Haizhou Li
2017	—	`conf`	Novel Functional Technologies for Age-Friendly E-commerce. HCI (28) Xiaohai Tian, Lei Meng, Siyuan Liu, Zhiqi Shen, Eng Siong Chng, Cyril Leung, Frank Guan, Chunyan Miao
2017	Misc	`conf`	On time-frequency mask estimation for MVDR beamforming with application in robust speech recognition. ICASSP Xiong Xiao, Shengkui Zhao, Douglas L. Jones, Eng Siong Chng, Haizhou Li
2017	—	`conf`	Pruning Strategies for Partial Search in Spoken Term Detection. SoICT Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng
2017	A	`conf`	The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016. INTERSPEECH Kong-Aik Lee, Ville Hautamäki, Tomi Kinnunen, Anthony Larcher, Chunlei Zhang, Andreas Nautsch, Themos Stafylakis, Gang Liu, Mickaël Rouvier, Wei Rao, Federico Alegre, J. Ma, Man-Wai Mak, Achintya Kumar Sarkar, Héctor Delgado, Rahim Saeidi, Hagai Aronowitz, Aleksandr Sizov, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Bin Ma, Ville Vestman, Md. Sahidullah, M. Halonen, Anssi Kanervisto, Gaël Le Lan, Fahimeh Bahmaninezhad, Sergey Isadskiy, Christian Rathgeb, Christoph Busch, Georgios Tzimiropoulos, Q. Qian, Z. Wang, Q. Zhao, T. Wang, H. Li, J. Xue, S. Zhu, R. Jin, T. Zhao, Pierre-Michel Bousquet, Moez Ajili, Waad Ben Kheder, Driss Matrouf, Zhi Hao Lim, Chenglin Xu, Haihua Xu, Xiong Xiao, Eng Siong Chng, Benoit G. B. Fauve, Kaavya Sriskandaraja, Vidhyasaharan Sethu, W. W. Lin, Dennis Alexander Lehmann Thomsen, Zheng-Hua Tan, Massimiliano Todisco, Nicholas W. D. Evans, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Eliathamby Ambikairajah
2017	—	`conf`	Topic embedding of sentences for story segmentation. APSIPA Jia Yu, Xiong Xiao, Lei Xie, Eng Siong Chng
2017	—	`conf`	Towards Age-friendly E-commerce Through Crowd-Improved Speech Recognition, Multimodal Search, and Personalized Speech Feedback. ICCSE Lei Meng, Nguyen Quy Hy, Xiaohai Tian, Zhiqi Shen, Eng Siong Chng, Frank Yunqing Guan, Chunyan Miao, Cyril Leung
2017	—	`conf`	Unsupervised Language Model Adaptation by Data Selection for Speech Recognition. ACIIDS (1) Yerbolat Khassanov, Tze Yuang Chong, Benjamin Bigot, Eng Siong Chng
2017	A	`conf`	Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source. INTERSPEECH Chenglin Xu, Xiong Xiao, Sining Sun, Wei Rao, Eng Siong Chng, Haizhou Li
2016	A	`conf`	A DNN-HMM Approach to Story Segmentation. INTERSPEECH Jia Yu, Xiong Xiao, Lei Xie, Eng Siong Chng, Haizhou Li
2016	A	`conf`	An Investigation of Spoofing Speech Detection Under Additive Noise and Reverberant Conditions. INTERSPEECH Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li
2016	Misc	`conf`	An expectation-maximization eigenvector clustering approach to direction of arrival estimation of multiple speech sources. ICASSP Xiong Xiao, Shengkui Zhao, Thi Ngoc Tho Nguyen, Douglas L. Jones, Eng Siong Chng, Haizhou Li
2016	Misc	`conf`	Approximate search of audio queries by using DTW with phone time boundary and data augmentation. ICASSP Haihua Xu, Jingyong Hou, Xiong Xiao, Van Tung Pham, Cheung-Chi Leung, Lei Wang, Van Hai Do, Hang Lv, Lei Xie, Bin Ma, Eng Siong Chng, Haizhou Li
2016	—	`conf`	Beamforming networks using spatial covariance features for far-field speech recognition. APSIPA Xiong Xiao, Shinji Watanabe, Eng Siong Chng, Haizhou Li
2016	Misc	`conf`	Combining non-negative matrix factorization and deep neural networks for speech enhancement and automatic speech recognition. ICASSP Thanh T. Vu, Benjamin Bigot, Eng Siong Chng
2016	Misc	`conf`	Content-aware local variability vector for speaker verification with short utterance. ICASSP Liping Chen, Kong-Aik Lee, Eng Siong Chng, Bin Ma, Haizhou Li, Li-Rong Dai
2016	Misc	`conf`	Exemplar-inspired strategies for low-resource spoken keyword search in Swahili. ICASSP Nancy F. Chen, Van Tung Pham, Haihua Xu, Xiong Xiao, Van Hai Do, Chongjia Ni, I-Fan Chen, Sunil Sivadas, Chin-Hui Lee, Eng Siong Chng, Bin Ma, Haizhou Li
2016	J	`jnl`	Feature Adaptation Using Linear Spectro-Temporal Transform for Robust Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Duc Hoang Ha Nguyen, Xiong Xiao, Eng Siong Chng, Haizhou Li
2016	J	`jnl`	High quality voice conversion using prosodic and high-resolution spectral features. Multim. Tools Appl. Nguyen Quy Hy, Siu Wa Lee, Xiaohai Tian, Minghui Dong, Eng Siong Chng
2016	—	`conf`	I-vector based deep neural network acoustic model adaptation using multilingual language resource. APSIPA Haihua Xu, Wei Rao, Xiong Xiao, Hao Huang, Eng Siong Chng, Haizhou Li
2016	—	`conf`	Improving Efficiency of Sentence Boundary Detection by Feature Selection. ACIIDS (2) Thi-Nga Ho, Tze Yuang Chong, Van Hai Do, Van Tung Pham, Eng Siong Chng
2016	Misc	`conf`	Keyword search using query expansion for graph-based rescoring of hypothesized detections. ICASSP Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li
2016	—	`conf`	Multi-channel feature adaptation for robust speech recognition. ISCSLP Zhaofeng Zhang, Xiong Xiao, Longbiao Wang, Jianwu Dang, Masahiro Iwahashi, Eng Siong Chng, Haizhou Li
2016	—	`conf`	Neural networks based channel compensation for i-vector speaker verification. ISCSLP Wei Rao, Xiong Xiao, Chenglin Xu, Haihua Xu, Kong-Aik Lee, Eng Siong Chng, Haizhou Li
2016	J	`jnl`	Noise Robust Speech Recognition Using Multi-Channel Based Channel Selection And ChannelWeighting. CoRR Zhaofeng Zhang, Xiong Xiao, Longbiao Wang, Eng Siong Chng, Haizhou Li
2016	A	`conf`	Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples. INTERSPEECH Van Tung Pham, Haihua Xu, Xiong Xiao, Nancy F. Chen, Eng Siong Chng, Haizhou Li
2016	A	`conf`	Semi-Supervised and Cross-Lingual Knowledge Transfer Learnings for DNN Hybrid Acoustic Models Under Low-Resource Conditions. INTERSPEECH Haihua Xu, Hang Su, Chongjia Ni, Xiong Xiao, Hao Huang, Eng Siong Chng, Haizhou Li
2016	J	`jnl`	Speech dereverberation for enhancement and recognition using dynamic features constrained deep neural networks and feature adaptation. EURASIP J. Adv. Signal Process. Xiong Xiao, Shengkui Zhao, Duc Hoang Ha Nguyen, Xionghu Zhong, Douglas L. Jones, Eng Siong Chng, Haizhou Li
2016	Misc	`conf`	Spoofing detection from a feature representation perspective. ICASSP Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li
2016	J	`jnl`	Spoofing detection under noisy conditions: a preliminary investigation and an initial database. CoRR Xiaohai Tian, Zhizheng Wu, Xiong Xiao, Eng Siong Chng, Haizhou Li
2016	—	`conf`	Spoofing speech detection using temporal convolutional neural network. APSIPA Xiaohai Tian, Xiong Xiao, Eng Siong Chng, Haizhou Li
2016	A	`conf`	The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS. INTERSPEECH Kong-Aik Lee, Haizhou Li, Li Deng, Ville Hautamäki, Wei Rao, Xiong Xiao, Anthony Larcher, Hanwu Sun, Trung Hieu Nguyen, Guangsen Wang, Aleksandr Sizov, Jianshu Chen, Ivan Kukanov, Amir Hossein Poorjam, Trung Ngo Trong, Chenglin Xu, Haihua Xu, Bin Ma, Eng Siong Chng, Sylvain Meignier
2016	—	`conf`	The NNI Vietnamese Speech Recognition System for MediaEval 2016. MediaEval Lei Wang, Chongjia Ni, Cheung-Chi Leung, Changhuai You, Lei Xie, Haihua Xu, Xiong Xiao, Tin Lay Nwe, Eng Siong Chng, Bin Ma, Haizhou Li
2016	A	`conf`	Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis. INTERSPEECH Cheung-Chi Leung, Lei Wang, Haihua Xu, Jingyong Hou, Van Tung Pham, Hang Lv, Lei Xie, Xiong Xiao, Chongjia Ni, Bin Ma, Eng Siong Chng, Haizhou Li
2016	—	`conf`	Zero resource anti-spoofing detection for unit selection based synthetic speech using image spectrogram artifacts. APSIPA Su Jun Leow, Eng Siong Chng, Chin-Hui Lee
2015	—	`conf`	A density peak clustering approach to unsupervised acoustic subword units discovery. APSIPA Jia Yu, Lei Xie, Xiong Xiao, Eng Siong Chng, Haizhou Li
2015	—	`conf`	Distance metric learning for kernel density-based acoustic model under limited training data conditions. APSIPA Van Hai Do, Xiong Xiao, Eng Siong Chng, Haizhou Li
2015	—	`conf`	Multilingual exemplar-based acoustic model for the NIST Open KWS 2015 evaluation. APSIPA Van Hai Do, Xiong Xiao, Haihua Xu, Eng Siong Chng, Haizhou Li
2015	—	`conf`	Non-negative matrix factorization using stable alternating direction method of multipliers for source separation. APSIPA Shaofei Zhang, Dong-Yan Huang, Lei Xie, Eng Siong Chng, Haizhou Li, Minghui Dong
2015	—	`conf`	On the study of very low-resource language keyword search. APSIPA Van Tung Pham, Haihua Xu, Van Hai Do, Tze Yuang Chong, Xiong Xiao, Eng Siong Chng, Haizhou Li
2013	—	`conf`	Exemplar-based voice conversion using non-negative spectrogram deconvolution. SSW Zhizheng Wu, Tuomas Virtanen, Tomi Kinnunen, Eng Siong Chng, Haizhou Li
2012	—	`conf`	An Empirical Evaluation of Stop Word Removal in Statistical Machine Translation. ESIRMT/HyTra@EACL Tze Yuang Chong, Rafael E. Banchs, Eng Siong Chng
2006	—	`conf`	Temporal Discrete Cosine Transform: Towards Longer Term Temporal Features for Speaker Verification. ISCSLP Tomi Kinnunen, Chin-Wei Eugene Koh, Lei Wang, Haizhou Li, Eng Siong Chng
2005	J	`jnl`	Determining the optimal decision delay parameter for a linear equalizer. Int. J. Autom. Comput. Eng Siong Chng, Sheng Chen
1996	J	`jnl`	Orthogonal least-squares learning algorithm with local adaptation process for the radial basis function networks. IEEE Signal Process. Lett. Eng Siong Chng, Howard Hua Yang, Siegfried Bös
1996	—	`conf`	Using weight decay to optimize the generalization ability of a perceptron. ICNN Siegfried Bös, Eng Siong Chng