Dianwen Ng
14 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π€ Dynamic Duo (11)
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(69)
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Century Club Β· Bronze
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Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Speech & Audio
(9)
Deep Learning
(8)
Machine Learning
(8)
Recognition
(7)
Application Areas
(6)
Learning Types Β· Deep Learning
(6)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Natural Language Processing
(2)
Analysis
(2)
Core Methods
(2)
Generation
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Keywords
self-supervised learning
(5)
automatic speech recognition
(4)
multimodal learning
(2)
representation learning
(2)
keyword spotting
(2)
multi-task learning
(2)
parameter-efficient fine-tuning
(2)
convolutional neural network
(2)
catastrophic forgetting
(2)
domain adaptation
(1)
response generation
(1)
speech recognition
(1)
speech processing
(1)
language modeling
(1)
continual learning
(1)
data augmentation
(1)
class-incremental learning
(1)
transformer
(1)
speech separation
(1)
privacy preservation
(1)
Papers
A-SMiLE: Affective Sparse Mixture-of-Experts Adapter with Multi-Task Learning for Spoken Dialogue Models
Interspeech 2025
FD-Bench: A Full-Duplex Benchmarking Pipeline Designed for Full Duplex Spoken Dialogue Systems
Interspeech 2025
Multi-band Frequency Reconstruction for Neural Psychoacoustic Coding
ICML 2025
Thinking Fast and Slow: Robust Speech Recognition via Deep Filter-Tuning
Interspeech 2025
Dataset-Distillation Generative Model for Speech Emotion Recognition
Interspeech 2024
Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis
Interspeech 2024
Towards Audio Codec-based Speech Separation
Interspeech 2024
ACA-Net: Towards Lightweight Speaker Verification using Asymmetric Cross Attention
Interspeech 2023
Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition
Interspeech 2023
A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions
Interspeech 2023
Dual Acoustic Linguistic Self-supervised Representation Learning for Cross-Domain Speech Recognition
Interspeech 2023
Dual-Memory Multi-Modal Learning for Continual Spoken Keyword Spotting with Confidence Selection and Diversity Enhancement
Interspeech 2023
Small Footprint Multi-channel Network for Keyword Spotting with Centroid Based Awareness
Interspeech 2023
Intra-Inter Subject Self-Supervised Learning for Multivariate Cardiac Signals
AAAI 2022