Kwanghee Choi
16 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (33)
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Topic Evolution
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Keyword Collector
(75)
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Century Club Β· Bronze
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Research topics
Machine Learning
(9)
Speech & Audio
(7)
Learning Types Β· Machine Learning
(6)
Recognition
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(4)
Core Methods
(4)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Processing
(3)
Interdisciplinary
(2)
Linguistics
(2)
Models
(2)
Optimization & Theory
(2)
Keywords
automatic speech recognition
(3)
speech recognition
(3)
dysarthric speech
(2)
phone recognition
(2)
foundation model
(2)
self-supervised learning
(2)
multilingual speech recognition
(2)
domain generalization
(1)
benchmark evaluation
(1)
contrastive learning
(1)
voice conversion
(1)
data augmentation
(1)
speech processing
(1)
semantic analysis
(1)
knowledge distillation
(1)
zero-shot learning
(1)
phonetic analysis
(1)
neural network optimization
(1)
mutual information
(1)
model architecture
(1)
Papers
POWSM: A Phonetic Open Whisper-Style Speech Foundation Model
ACL 2026
PRiSM: Benchmarking Phone Realization in Speech Models
ACL 2026
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks
ICLR 2025
Leveraging Allophony in Self-Supervised Speech Models for Atypical Pronunciation Assessment
NAACL 2025
On-device Streaming Discrete Speech Units
Interspeech 2025
Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages
Interspeech 2025
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models
Interspeech 2024
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Interspeech 2024
Self-Supervised Speech Representations are More Phonetic than Semantic
Interspeech 2024
Wav2Gloss: Generating Interlinear Glossed Text from Speech
ACL 2024
Speech Intelligibility Assessment of Dysarthric Speech by using Goodness of Pronunciation with Uncertainty Quantification
Interspeech 2023
TiDAL: Learning Training Dynamics for Active Learning
ICCV 2023
Combating the instability of mutual information-based losses via regularization
UAI 2022
Distilling a Pretrained Language Model to a Multilingual ASR Model
Interspeech 2022
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection
ECCV 2022
Disentangling Label Distribution for Long-Tailed Visual Recognition
CVPR 2021