Seong-Gyun Leem
5 papers · 2021–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
speech emotion recognition
(3)
noise robustness
(2)
embedding learning
(1)
self-supervised learning
(1)
sentiment classification
(1)
multi-label classification
(1)
speech enhancement
(1)
frame selection
(1)
memory efficiency
(1)
parameter efficiency
(1)
chain-of-thought prompting
(1)
skip connection
(1)
temperature scaling
(1)
expected calibration error
(1)
confidence estimation
(1)
wav2vec 2.0
(1)
speech large language model
(1)
noise adaptation
(1)
ladder network
(1)
paralinguistic cue
(1)
Papers
Aligning Paralinguistic Understanding and Generation in Speech LLMs via Multi-Task Reinforcement Learning
EACL 2026
Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition
Interspeech 2024
Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters
Interspeech 2023
The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers
Interspeech 2023
Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions
Interspeech 2021