Chi-Chang Lee

4 papers · 2020–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 📈 Trend Setter

Venues

Interspeech (2) ICLR (1) NeurIPS (1)

Top co-authors

Hsin-Min Wang (3) Yu Tsao (3) Yu-Chen Lin (2) Chu-Song Chen (2) Zhang-Wei Hong (1) Pulkit Agrawal (1) Cheng-Hung Hu (1) Hsuan-tien Lin (1)

Research topics

Deep Learning (3) Machine Learning (2) Speech & Audio (2) Application Areas (2) Learning Types · Deep Learning (2) Reinforcement Learning (1) Applications (1) Architectures (1) Learning Types · Machine Learning (1) Methods (1) Processing (1) Recognition (1) Synthesis (1)

Keywords

speech enhancement (3) noise adaptation (2) catastrophic forgetting (1) domain adaptation (1) incremental learning (1) automatic speech recognition (1) optimal policy (1) policy improvement (1) acoustic model (1) word error rate (1) acoustic mismatch (1) denoising framework (1) gradient calibration (1) target-conditional resampling (1) noise extraction (1) noise retrieval (1) one-shot learning (1) heuristic reward (1) reinforcement learning (1)

Papers

Going Beyond Heuristics by Imposing Policy Improvement as a Constraint NeurIPS 2024 D4AM: A General Denoising Framework for Downstream Acoustic Models ICLR 2023 NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling Interspeech 2022 SERIL: Noise Adaptive Speech Enhancement Using Regularization-Based Incremental Learning Interspeech 2020