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Seungmin Shin

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird πŸ† Keyword Champion

Venues

Interspeech (3) EMNLP (1) ICML (1)

Top co-authors

Jongmo Sung (3) Seungkwon Beack (3) Youngcheol Park (3) Joon Byun (3) Guimok Cho (1) Yunyoung Doh (1) Youngjoong Ko (1) Sangkook Kim (1) Namkyeong Lee (1) Seung-Won Jeon (1)

Research topics

Deep Learning (5) Machine Learning (5) Optimization & Theory (4) Architectures (3) Models (2) Artificial Intelligence (1) Natural Language Processing (1) Application Areas (1) Core AI (1) Generation (1)

Keywords

speech coding (2) perceptual quality (2) computational efficiency (1) probability distribution (1) nonparametric density (1) deep neural network (1) language model (1) controllable generation (1) decoding strategy (1) perceptual loss (1) spatial information (1) decoding method (1) attribute control (1) psychoacoustic model (1) controllable dialogue generation (1) quantization noise (1) psychoacoustic loss (1) neural speech coder (1) density modeling (1) mesh neural network (1)

Papers

ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation EMNLP 2025 Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks ICML 2025 Perceptual Improvement of Deep Neural Network (DNN) Speech Coder Using Parametric and Non-parametric Density Models Interspeech 2023 Optimization of Deep Neural Network (DNN) Speech Coder Using a Multi Time Scale Perceptual Loss Function Interspeech 2022 Development of a Psychoacoustic Loss Function for the Deep Neural Network (DNN)-Based Speech Coder Interspeech 2021