Eng Siong Chng
Professor
Works on speech recognition and enhancement, end-to-end ASR, spoken language processing and large language models.
Eng Siong Chng's lab at NTU works on speech recognition & spoken language, speech enhancement & signal processing and large language models. 114 papers since 2023, 61 at top venues, mostly Interspeech and ICASSP. 11 PhD students and 4 master's students. 43 alumni, most often to Alibaba.
At a glance
- papers, 2023–2026
- 30/ year
- at T1 venues
- 54%
- PhD students
- 11
- MS students
- 4
- alumni listed
- 43
Papers by yearfrom DBLP, 2023–2026
- 9 papers2026 · T1 2 · collecting
- 36 papers2025 · T1 18
- 33 papers2024 · T1 17
- 36 papers2023 · T1 24
T1 venuesOtherVenues: Interspeech, ICASSP, ACL, ICLR, NeurIPS
Research focuspaper titles that use each topic's words
- Speech recognition & spoken language84 papers
- Speech enhancement & signal processing70 papers
- Large language models25 papers
- enhancement10 papers
- end-to-end3 papers
Paper list
From DBLP.
20269 papers
- WACVA-V Representation Learning via Audio Shift Prediction for Multimodal Deepfake Detection and Temporal Localization (opens in a new tab)
- SIGDIALChronological Thinking in Full-Duplex Spoken Dialogue Language Models (opens in a new tab)
- ACL (T1)Evaluating the Expressive Appropriateness of Speech in Rich Contexts (opens in a new tab)
- Speech Communication (T1)KCAM-SENet: Speech enhancement network with KAN-based channel attention module (opens in a new tab)
- Digit. Signal Process.NSSMamba: Lightweight noisy speech separation model using Mamba (opens in a new tab)
- IEEE Trans. Neural Networks Learn. Syst.On Imbalance in Case Types: Evaluating and Enhancing PLMs for Criminal Court View Generation (opens in a new tab)
- IEEE J. Sel. Top. Signal Process.SLAM-LLM: A Modular, Open-Source Multimodal Large Language Model Framework and Best Practice for Speech, Language, Audio and Music Processing (opens in a new tab)
- IEEE Signal Process. Lett.TACE-Net: Two-Stage Asymmetric Conditional Enhancement for Weak-Source Recovery in Co-Channel FM (opens in a new tab)
- ICCBRTextBFGS: A Case-Based Reasoning Approach to Code Optimization via Error-Operator Retrieval (opens in a new tab)
202536 papers
- ASRUA correlation-permutation approach for speech-music encoders model merging (opens in a new tab)
- Interspeech (T1)A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models (opens in a new tab)
- APSIPAAnalysis of Speaker Verification Performance Trade-Offs with Neural Audio Codec Transmission (opens in a new tab)
- APSIPAASRQ-VC: ASR-Guided Speech Content Quantization for High-Fidelity Voice Conversion (opens in a new tab)
- ICLR (T1)Audio Large Language Models Can Be Descriptive Speech Quality Evaluators (opens in a new tab)
- ASRUAudio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model (opens in a new tab)
- IEEE J. Biomed. Health InformaticsAutomated Depression Detection From Text and Audio: A Systematic Review (opens in a new tab)
- ICMEWBandwidth Extension System for Throat Microphone Speech Reconstruction (opens in a new tab)
- Findings of NAACLDiaSynth: Synthetic Dialogue Generation Framework for Low Resource Dialogue Applications (opens in a new tab)
- Interspeech (T1)Distilling a speech and music encoder with task arithmetic (opens in a new tab)
- Interspeech (T1)EASY: Emotion-aware Speaker Anonymization via Factorized Distillation (opens in a new tab)
- APSIPAExplainable Disentanglement on Discrete Speech Representations for Noise-Robust ASR (opens in a new tab)
202433 papers
- APSIPAAdapting OpenAI's Whisper for Speech Recognition on Code-Switch Mandarin-English SEAME and ASRU2019 Datasets (opens in a new tab)
- ICASSP (T1)Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? (opens in a new tab)
- ISCSLPBridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs (opens in a new tab)
- Interspeech (T1)Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems (opens in a new tab)
- SLTContinual Learning With Embedding Layer Surgery and Task-Wise Beam Search Using Whisper (opens in a new tab)
- ICASSP (T1)Cross-Modality and Within-Modality Regularization for Audio-Visual Deepfake Detection (opens in a new tab)
- Interspeech (T1)Dataset-Distillation Generative Model for Speech Emotion Recognition (opens in a new tab)
- IEEE ACM Trans. Audio Speech Lang. Process.Dual-Branch Modeling Based on State-Space Model for Speech Enhancement (opens in a new tab)
- ICASSP (T1)Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Automatic Speaker Verification (opens in a new tab)
- ICASSP (T1)Enhancing Low-Latency Speaker Diarization with Spatial Dictionary Learning (opens in a new tab)
- ACL (T1)GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators (opens in a new tab)
- ICASSP WorkshopICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge (opens in a new tab)
202336 papers
- Interspeech (T1)A Neural State-Space Modeling Approach to Efficient Speech Separation (opens in a new tab)
- Interspeech (T1)A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions (opens in a new tab)
- Interspeech (T1)ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention (opens in a new tab)
- Interspeech (T1)Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition (opens in a new tab)
- ACIIDSAdapting Code-Switching Language Models with Statistical-Based Text Augmentation (opens in a new tab)
- APSIPA ASCAdopting Neural Translation Model in Data Generation for Inverse Text Normalization (opens in a new tab)
- ACIIDSAn Empirical Study on Punctuation Restoration for English, Mandarin, and Code-Switching Speech (opens in a new tab)
- APSIPA ASCAnalysis of Speech Separation Performance Degradation on Emotional Speech Mixtures (opens in a new tab)
- APSIPA ASCASR Model Adaptation for Rare Words Using Synthetic Data Generated by Multiple Text-To-Speech Systems (opens in a new tab)
- Interspeech (T1)Blind Estimation of Room Impulse Response from Monaural Reverberant Speech with Segmental Generative Neural Network (opens in a new tab)
- Findings of EMNLPCASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER (opens in a new tab)
- ICASSP (T1)Contrastive Speech Mixup for Low-Resource Keyword Spotting (opens in a new tab)
Where alumni went43 listed, 100% to industry
Industry 2Academia 0
Most often to
- Alibaba
Apply to NTUFall 2027
Not announced yet
Computing and Data Science PhD
- Round
- Main
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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