Oscar Chang

5 papers · 2020–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

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

Top co-authors

Lampros Flokas (2) Hod Lipson (2) Olivier Siohan (2) Richard Rose (1) Kazuhito Koishida (1) Dung N. Tran (1) Michael Spranger (1) Dongseong Hwang (1)

Research topics

Deep Learning (4) Artificial Intelligence (3) Machine Learning (2) Speech & Audio (2) Architectures (2) Core AI (2) Learning Types (2) Optimization & Theory (2) Recognition (2) Knowledge & Reasoning (1) Learning Paradigms (1) Reasoning (1) Techniques (1)

Keywords

recurrent neural network transducer (2) speech recognition (1) automatic speech recognition (1) speech enhancement (1) pattern recognition (1) connectionist temporal classification (1) weight initialization (1) deep neural network (1) foundation model (1) training loss (1) sat solver (1) network convergence (1) overlapped speech (1) multi-talker automatic speech recognition (1) overlapping speech (1) cascaded encoder (1) multi-talker speech (1) symbol grounding (1) neural network (1) teacher-student distillation (1)

Papers

Cascaded encoders for fine-tuning ASR models on overlapped speech Interspeech 2023 Revisiting the Entropy Semiring for Neural Speech Recognition ICLR 2023 Single-Channel Speech Enhancement Using Learnable Loss Mixup Interspeech 2021 Assessing SATNet's Ability to Solve the Symbol Grounding Problem NeurIPS 2020 Principled Weight Initialization for Hypernetworks ICLR 2020