← Authors

Eng Siong Chng

65 papers · 2010–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (16) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (19) 🧭 Keyword Pioneer 🏠 Conference Loyalist (44) 🀝 Dynamic Duo (18) 🧬 Topic Evolution πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (16) πŸ† Keyword Champion (2) πŸ”₯ Unstoppable (11) πŸ“ˆ Trend Setter ⚑ Prolific Year (8) πŸ’Ž Century Club (65) πŸ—ƒοΈ Keyword Collector (61) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (44) ACL (7) EMNLP (7) AAAI (2) ICCV (1) IJCAI (1) NAACL (1) NIPS (1) WACV (1)

Top co-authors

Haizhou Li (18) Chen Chen (14) Bin Ma (14) Chongjia Ni (12) Haihua Xu (12) Yuchen Hu (12) Van Tung Pham (10) Xiong Xiao (7) Dianwen Ng (7) Ruizhe Li (6)

Research topics

Techniques (1) Speech & Audio (1)

Keywords

automatic speech recognition (13) speech recognition (9) multimodal learning (8) representation learning (6) multi-task learning (5) speech enhancement (5) audio-visual speech recognition (4) domain adaptation (4) keyword spotting (4) speech separation (4) large language model (4) self-supervised learning (4) multimodal fusion (3) deep neural network (3) code-switching speech recognition (3) speaker verification (3) data augmentation (3) catastrophic forgetting (3) deepfake detection (3) acoustic model (3)

Papers

A-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization WACV 2026
InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care EMNLP 2025
CS-Sum: A Benchmark for Code-Switching Dialogue Summarization and the Limits of Large Language Models EMNLP 2025
Intra-modal and Cross-modal Synchronization for Audio-visual Deepfake Detection and Temporal Localization ICCV 2025
DiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications NAACL 2025
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ACL 2024
Towards Audio Codec-based Speech Separation INTERSPEECH 2024
Investigating ASR Error Correction with Large Language Model and Multilingual 1-best Hypotheses INTERSPEECH 2024
Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems INTERSPEECH 2024
Noise-aware Speech Enhancement using Diffusion Probabilistic Model INTERSPEECH 2024
Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection INTERSPEECH 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models NIPS 2024
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model EMNLP 2024
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators ACL 2024
A Neural State-Space Modeling Approach to Efficient Speech Separation INTERSPEECH 2023
Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning AAAI 2023
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition ACL 2023
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech Recognition ACL 2023
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning ACL 2023
CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech Recognition IJCAI 2023
Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition INTERSPEECH 2023
Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness INTERSPEECH 2023
Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition INTERSPEECH 2023
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention INTERSPEECH 2023
Self-supervised Learning Representation based Accent Recognition with Persistent Accent Memory INTERSPEECH 2023
Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network INTERSPEECH 2023
Dual-Path Style Learning for End-to-End Noise-Robust Speech Recognition INTERSPEECH 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement INTERSPEECH 2023
A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions INTERSPEECH 2023
Rainbow Keywords: Efficient Incremental Learning for Online Spoken Keyword Spotting INTERSPEECH 2022
DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition INTERSPEECH 2022
Estimation of speaker age and height from speech signal using bi-encoder transformer mixture model INTERSPEECH 2022
Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning INTERSPEECH 2022
A Unified Speaker Adaptation Approach for ASR EMNLP 2021
E2E-Based Multi-Task Learning Approach to Joint Speech and Accent Recognition INTERSPEECH 2021
Overlapped Speech Detection Based on Spectral and Spatial Feature Fusion INTERSPEECH 2021
GDPNet: Refining Latent Multi-View Graph for Relation Extraction AAAI 2021
Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network INTERSPEECH 2020
Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension INTERSPEECH 2020
Universal Speech Transformer INTERSPEECH 2020
Cross Attention with Monotonic Alignment for Speech Transformer INTERSPEECH 2020
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences EMNLP 2020
Speech Transformer with Speaker Aware Persistent Memory INTERSPEECH 2020
SpEx+: A Complete Time Domain Speaker Extraction Network INTERSPEECH 2020
Monolingual Data Selection Analysis for English-Mandarin Hybrid Code-Switching Speech Recognition INTERSPEECH 2020
A Speaker-Dependent WaveNet for Voice Conversion with Non-Parallel Data INTERSPEECH 2019
Target Speaker Extraction for Multi-Talker Speaker Verification INTERSPEECH 2019
Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data INTERSPEECH 2019
On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition INTERSPEECH 2019
Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation INTERSPEECH 2019
Named-Entity Tagging and Domain adaptation for Better Customized Translation ACL 2018
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR INTERSPEECH 2018
A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning INTERSPEECH 2018
Mandarin-English Code-switching Speech Recognition INTERSPEECH 2018
Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition INTERSPEECH 2018
Weighted Spatial Covariance Matrix Estimation for MUSIC Based TDOA Estimation of Speech Source INTERSPEECH 2017
The 2015 NIST Language Recognition Evaluation: The Shared View of I2R, Fantastic4 and SingaMS INTERSPEECH 2016
Semi-Supervised and Cross-Lingual Knowledge Transfer Learnings for DNN Hybrid Acoustic Models Under Low-Resource Conditions INTERSPEECH 2016
A DNN-HMM Approach to Story Segmentation INTERSPEECH 2016
An Investigation of Spoofing Speech Detection Under Additive Noise and Reverberant Conditions INTERSPEECH 2016
Rescoring Hypothesized Detections of Out-of-Vocabulary Keywords Using Subword Samples INTERSPEECH 2016
Toward High-Performance Language-Independent Query-by-Example Spoken Term Detection for MediaEval 2015: Post-Evaluation Analysis INTERSPEECH 2016
Modeling of term-distance and term-occurrence information for improving n-gram language model performance ACL 2013
Non-Isomorphic Forest Pair Translation EMNLP 2010