Ching-Hua Lee
7 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Deep Learning
(2)
Speech & Audio
(2)
Application Areas
(2)
Synthesis
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Processing
(1)
Recognition
(1)
Keywords
speech enhancement
(2)
representation learning
(2)
speech presence probability
(2)
transfer learning
(1)
information bottleneck
(1)
knowledge distillation
(1)
cross-modal transfer
(1)
neural network optimization
(1)
keyword spotting
(1)
noise robustness
(1)
variational autoencoder
(1)
zero-shot classification
(1)
residual network
(1)
noise estimation
(1)
denoising diffusion probabilistic model
(1)
signal restoration
(1)
speech quality
(1)
hearing aid
(1)
keyword detection
(1)
frequency warping
(1)
Papers
RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior
ICML 2025
CIFD: Controlled Information Flow to Enhance Knowledge Distillation
NeurIPS 2024
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive Loss
NeurIPS 2023
Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability
Interspeech 2023
ResNEsts and DenseNEsts: Block-based DNN Models with Improved Representation Guarantees
NeurIPS 2021
On Mitigating Acoustic Feedback in Hearing Aids with Frequency Warping by All-Pass Networks
Interspeech 2019
Bone-Conduction Sensor Assisted Noise Estimation for Improved Speech Enhancement
Interspeech 2018