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Kwanghee Choi
Kwanghee Choi
Carnegie Mellon University, Language Technologies Institute
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Disentangling label distribution for long-tailed visual recognition
Y Hong, S Han, K Choi, S Seo, B Kim, B Chang
CVPR 2021, 6626-6636, 2021
2092021
Temporal Knowledge Distillation for On-device Audio Classification
K Choi, M Kersner, J Morton, B Chang
ICASSP 2022, 486-490, 2022
192022
Combating the Instability of Mutual Information-based Losses via Regularization
K Choi, S Lee
UAI 2022, 2022
14*2022
EVCMR: a tool for the quantitative evaluation and visualization of cardiac MRI data
YC Kim, KR Kim, K Choi, M Kim, Y Chung, YH Choe
Computers in Biology and Medicine 111, 103334, 2019
132019
Distilling a Pretrained Language Model to a Multilingual ASR Model
K Choi, HM Park
Interspeech 2022, 2203--2207, 2022
102022
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection
SM Kye, K Choi, J Yi, B Chang
ECCV 2022, 2022
102022
Opening the black box of wav2vec feature encoder
K Choi, EJ Yeo
arXiv preprint arXiv:2210.15386, 2022
72022
Exploring speech recognition, translation, and understanding with discrete speech units: A comparative study
X Chang, B Yan, K Choi, J Jung, Y Lu, S Maiti, R Sharma, J Shi, J Tian, ...
arXiv preprint arXiv:2309.15800, 2023
62023
Cross-lingual Dysarthria Severity Classification for English, Korean, and Tamil
EJ Yeo, K Choi, S Kim, M Chung
APSIPA 2022, 2022
52022
Automatic severity classification of dysarthric speech by using self-supervised model with multi-task learning
EJ Yeo, K Choi, S Kim, M Chung
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and ¡¦, 2023
4*2023
OWSM v3. 1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Y Peng, J Tian, W Chen, S Arora, B Yan, Y Sudo, M Shakeel, K Choi, ...
arXiv preprint arXiv:2401.16658, 2024
32024
Reliable decision from multiple subtasks through threshold optimization: Content moderation in the wild
D Son, B Lew, K Choi, Y Baek, S Choi, B Shin, S Ha, B Chang
WSDM 2023, 2022
32022
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech Dataset
J Park, JW Hwang, K Choi, SH Lee, JH Ahn, RH Park, HM Park
arXiv preprint arXiv:2301.06375, 2023
22023
TiDAL: Learning training dynamics for active learning
SM Kye, K Choi, H Byun, B Chang
Proceedings of the IEEE/CVF International Conference on Computer Vision ¡¦, 2023
22023
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning
K Choi, M Choe, H Lee
NeurIPSW 2020: Self-Supervised Learning - Theory and Practice, 2020
22020
Understanding probe behaviors through variational bounds of mutual information
K Choi, J Jung, S Watanabe
arXiv preprint arXiv:2312.10019, 2023
12023
Method and Device for Classifying Data
SI Ahn, Y Hong, HAN SeungJu, C Kwanghee, SEO Seokjun, B Kim, ...
US Patent App. 17/646,465, 2022
12022
Wav2Gloss: Generating Interlinear Glossed Text from Speech
T He, K Choi, L Tjuatja, NR Robinson, J Shi, S Watanabe, G Neubig, ...
arXiv preprint arXiv:2403.13169, 2024
2024
Speech Intelligibility Assessment of Dysarthric Speech by using Goodness of Pronunciation with Uncertainty Quantification
EJ Yeo, K Choi, S Kim, M Chung
arXiv preprint arXiv:2305.18392, 2023
2023
Unsupervised Speech Representation Pooling Using Vector Quantization
J Park, K Choi, H Heo, HM Park
arXiv preprint arXiv:2304.03940, 2023
2023
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