EC
Eng Siong Chng
eess.AScs.SDcs.CLcs.AIcs.LGcs.MMcs.CVeess.SPcs.HCDepression
On Valency
published · living versionsW_tueexcbk·v1 · currentpublished
Conflict-Aware Meta-Learning for Generalizable Speech Deepfake Detection
with Siqing Qin, Kong Aik Lee, Youzhi TU, Man-Wai Mak
1 version
W_qdmmbzs2·v2published
W_rh8e9wyt·v1published
Preprints & journals
165 papers in the corpus · 1996–2026What Actually Makes Correlation-Based SSL Distillation Noise-Robust? A Mechanistic Correction2610.02823v1 · Fabian Ritter-Gutierrez, Nancy F. Chen, Eng Siong Chng2026 · 0 citationsarXiv
ParaCalib: Semantically Calibrated Paralinguistic Modeling for Depression Detection2610.01103v1 · Yuxin Li, Yifei Li, Yi-Wen Chao et al.2026 · 0 citationsarXiv
Beyond Textual Chain-of-Thought: JEPA-Conditioned Latent Reasoning for Large Audio Language Models2609.34407v1 · Donghang Wu, Haoyang Zhang, Yizhou Peng et al.2026 · 0 citationsarXiv
CharDuplex: Building Character-Consistent Full-Duplex Spoken Dialogue Models2609.34461v1 · Donghang Wu, Yisi Liu, Chen Chen et al.2026 · 0 citationsarXiv
DGS-MLDG: Domain Gradient Surgery Guided Meta-Learning for Domain Generalization in Speech Deepfake Detection2609.33706v1 · Siqing Qin, Kong Aik Lee, Youzhi Tu et al.2026 · 0 citationsarXiv
The Second MLC-SLM Challenge: Multilingual Conversational Speech Diarization, Recognition, and Understanding2609.27514v1 · Bingshen Mu, Mingchen Shao, Zhennan Lin et al.2026 · 0 citationsarXiv
Boundary and Intra-Segment Learning for Partial Audio Deepfake Localization2609.25822v1 · Zhe Ye, Xiangui Kang, Minhua Huang et al.2026 · 0 citationsarXiv
AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing2609.08936v1 · Ziyang Ma, Zhikang Niu, Wenming Tu et al.2026 · 0 citationsarXiv
Preference Optimization for Non-Verbal Vocalization Synthesis2608.24163v1 · Haoyang Li, Chenglin Xu, Junchuan Zhao et al.2026 · 0 citationsarXiv
The SLT 2026 SmartGlasses Challenge: Benchmarking Egocentric Multi-Talker Speech Recognition and Understanding with Audio-Language Models2608.12034v1 · Dehui Gao, Zhixian Zhao, Zhennan Lin et al.2026 · 0 citationsarXiv
VocalRender: Score-Native Singing Voice Synthesis for Real-World Composition2607.27768v1 · Yukun Chen, Tianrui Wang, Zhaoxi Mu et al.2026 · 0 citationsarXiv
Hierarchical Self-Supervised Representation Learning for Depression Detection from Speech.42479522 · Li, Yuxin, Chng, Eng Siong, Guan, Cuntai2026 · 1 citationIEEE journal of biomedical and health informatics. 2026;PP
SE-AGCNet: An End-to-End Framework for Joint Speech Enhancement and Loudness Control in Meeting Scenarios2606.25959v1 · Jinming Zhang, Wei Rao, Xionghu Zhong et al.2026 · 0 citationsarXiv
Improving Code-Switching ASR with Code-Mixing Guided Synthetic Speech2606.19381v1 · Yue Heng Yeo, Haoyang Li, Yizhou Peng et al.2026 · 0 citationsarXiv
Proactive for Uncertainty: Cause-Aware Error Diagnosis and Interactive Clarification for Spoken Dialogue Systems2605.25404v2 · Yizhou Peng, Ziyang Ma, Changsong Liu et al.2026 · 0 citationsarXiv
DuplexSLA: A Full-Duplex Spoken Language Model with Synchronized Speech, Language, and Action2605.20755v2 · Haoyang Zhang, Jun Chen, Donghang Wu et al.2026 · 0 citationsarXiv
Evaluating the Expressive Appropriateness of Speech in Rich Contexts2605.09413v1 · Tianrui Wang, Ziyang Ma, Yizhou Peng et al.2026 · 0 citationsarXiv
VocalParse: Towards Unified and Scalable Singing Voice Transcription with Large Audio Language Models2605.04613v1 · Yukun Chen, Tianrui Wang, Zhaoxi Mu et al.2026 · 0 citationsarXiv
Step-Audio-R1.5 Technical Report2604.25719v2 · Yuxin Zhang, Xiangyu Tony Zhang, Daijiao Liu et al.2026 · 0 citationsarXiv
On Imbalance in Case Types: Evaluating and Enhancing PLMs for Criminal Court View Generation.41182945 · Le, Yuquan, Xiao, Zheng, Ding, Yan et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(4):1605-1617
The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning2603.17837v5 · Donghang Wu, Tianyu Zhang, Yuxin Li et al.2026 · 0 citationsarXiv
Privacy-Preserving End-to-End Full-Duplex Speech Dialogue Models2603.08179v1 · Nikita Kuzmin, Tao Zhong, Jiajun Deng et al.2026 · 0 citationsarXiv
Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision2603.07025v2 · Shreyas Gopal, Donghang Wu, Ashutosh Anshul et al.2026 · 0 citationsarXiv
StreamVoiceAnon+: Emotion-Preserving Streaming Speaker Anonymization via Frame-Level Acoustic Distillation2603.06079v1 · Nikita Kuzmin, Kong Aik Lee, Eng Siong Chng2026 · 0 citationsarXiv
Prosodic Boundary-Aware Streaming Generation for LLM-Based TTS with Streaming Text Input2603.06444v1 · Changsong Liu, Tianrui Wang, Ye Ni et al.2026 · 0 citationsarXiv
Training-Free Intelligibility-Guided Observation Addition for Noisy ASR2602.20967v2 · Haoyang Li, Changsong Liu, Wei Rao et al.2026 · 0 citationsarXiv
The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents2602.14224v1 · Ziyang Ma, Ruiyang Xu, Yinghao Ma et al.2026 · 0 citationsarXiv
Stream-Voice-Anon: Enhancing Utility of Real-Time Speaker Anonymization via Neural Audio Codec and Language Models2601.13948v3 · Nikita Kuzmin, Songting Liu, Kong Aik Lee et al.2026 · 0 citationsarXiv
TextBFGS: A Case-Based Reasoning Approach to Code Optimization via Error-Operator Retrieval2602.00059v2 · Zizheng Zhang, Yuyang Liao, Chen Chen et al.2026 · 0 citationsarXiv
SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing2601.09385v1 · Ziyang Ma, Guanrou Yang, Wenxi Chen et al.2026 · 4 citationsarXiv
The ICASSP 2026 HumDial Challenge: Benchmarking Human-like Spoken Dialogue Systems in the LLM Era2601.05564v2 · Zhixian Zhao, Shuiyuan Wang, Guojian Li et al.2026 · 4 citationsarXiv
Improving Code-Switching Speech Recognition with TTS Data Augmentation2601.00935v1 · Yue Heng Yeo, Yuchen Hu, Shreyas Gopal et al.2026 · 1 citationarXiv
DepFlow: Disentangled Speech Generation to Mitigate Semantic Bias in Depression Detection2601.00303v1 · Yuxin Li, Xiangyu Zhang, Yifei Li et al.2026 · 0 citationsarXiv
GenTSE: Enhancing Target Speaker Extraction via a Coarse-to-Fine Generative Language Model2512.20978v2 · Haoyang Li, Xuyi Zhuang, Azmat Adnan et al.2025 · 0 citationsarXiv
Next-Frame Feature Prediction for Multimodal Deepfake Detection and Temporal Localization2511.10212v1 · Ashutosh Anshul, Shreyas Gopal, Deepu Rajan et al.2025 · 0 citationsarXiv
MULTI-Bench: A Multi-Turn Interactive Benchmark for Assessing Emotional Intelligence ability of Spoken Dialogue Models2511.00850v1 · Yayue Deng, Guoqiang Hu, Haiyang Sun et al.2025 · 1 citationarXiv
Explainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR2510.25150v1 · Shreyas Gopal, Ashutosh Anshul, Haoyang Li et al.2025 · 0 citationsarXiv
Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models2510.09592v2 · Donghang Wu, Haoyang Zhang, Jun Chen et al.2025 · 1 citationarXiv
Chronological Thinking in Full-Duplex Spoken Dialogue Language Models2510.05150v3 · Donghang Wu, Haoyang Zhang, Chen Chen et al.2025 · 1 citationarXiv
Automated Depression Detection From Text and Audio: A Systematic Review.40378024 · Li, Yuxin, Kumbale, Sinchana, Chen, Yanru et al.2025 · 18 citationsIEEE journal of biomedical and health informatics. 2025;29(10):7498-7513
Code-switching Speech Recognition Under the Lens: Model- and Data-Centric Perspectives2509.24310v2 · Hexin Liu, Haoyang Zhang, Qiquan Zhang et al.2025 · 2 citationsarXiv
Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis2509.24629v2 · Tianrui Wang, Haoyu Wang, Meng Ge et al.2025 · 0 citationsarXiv
QAMO: Quality-aware Multi-centroid One-class Learning For Speech Deepfake Detection2509.20679v2 · Duc-Tuan Truong, Tianchi Liu, Ruijie Tao et al.2025 · 0 citationsarXiv
Addressing Gradient Misalignment in Data-Augmented Training for Robust Speech Deepfake Detection2509.20682v2 · Duc-Tuan Truong, Tianchi Liu, Junjie Li et al.2025 · 0 citationsarXiv
Summary on The Multilingual Conversational Speech Language Model Challenge: Datasets, Tasks, Baselines, and Methods2509.13785v1 · Bingshen Mu, Pengcheng Guo, Zhaokai Sun et al.2025 · 0 citationsarXiv
Improving Synthetic Data Training for Contextual Biasing Models with a Keyword-Aware Cost Function2509.09197v1 · Chin Yuen Kwok, Jia Qi Yip, Eng Siong Chng2025 · 1 citationarXiv
Analysis of Speaker Verification Performance Trade-offs with Neural Audio Codec Transmission2509.02771v1 · Nirmalya Mallick Thakur, Jia Qi Yip, Eng Siong Chng2025 · 0 citationsarXiv
Zero-shot Context Biasing with Trie-based Decoding using Synthetic Multi-Pronunciation2508.17796v2 · Changsong Liu, Yizhou Peng, Eng Siong Chng2025 · 0 citationsarXiv
FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems2507.19040v1 · Yizhou Peng, Yi-Wen Chao, Dianwen Ng et al.2025 · 2 citationsarXiv
Robust Localization of Partially Fake Speech: Metrics and Out-of-Domain Evaluation2507.03468v3 · Hieu-Thi Luong, Inbal Rimon, Haim Permuter et al.2025 · 0 citationsarXiv
Career total: at least 515 works. 165 are in this corpus.Showing the 50 most recent.
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