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ORCIDKwanghee Choi
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2020 – today
- 2024
[c17]Taiqi He, Kwanghee Choi, Lindia Tjuatja, Nathaniel Robinson, Jiatong Shi, Shinji Watanabe, Graham Neubig, David R. Mortensen, Lori S. Levin:
Wav2Gloss: Generating Interlinear Glossed Text from Speech. ACL (1) 2024: 568-582- [c16]Soojung Hong, Kwanghee Choi:
Correcting Faulty Road Maps by Image Inpainting. ICASSP 2024: 2710-2714 - [c15]Kwanghee Choi, Jee-Weon Jung, Shinji Watanabe:
Understanding Probe Behaviors Through Variational Bounds of Mutual Information. ICASSP 2024: 5655-5659 - [c14]Jeongkyun Park, Jung-Wook Hwang, Kwanghee Choi, Seung-Hyeon Lee, Jun Hwan Ahn, Rae-Hong Park, Hyung-Min Park:
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech Dataset. ICASSP 2024: 6385-6389 - [c13]Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang:
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. ICASSP 2024: 11481-11485 - [i22]Yifan Peng
, Jinchuan Tian, William Chen, Siddhant Arora, Brian Yan, Yui Sudo, Muhammad Shakeel, Kwanghee Choi, Jiatong Shi, Xuankai Chang, Jee-weon Jung, Shinji Watanabe:
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer. CoRR abs/2401.16658 (2024) - [i21]Taiqi He, Kwanghee Choi, Lindia Tjuatja, Nathaniel R. Robinson, Jiatong Shi, Shinji Watanabe, Graham Neubig, David R. Mortensen, Lori S. Levin:
Wav2Gloss: Generating Interlinear Glossed Text from Speech. CoRR abs/2403.13169 (2024) - [i20]Kwanghee Choi, Ankita Pasad, Tomohiko Nakamura, Satoru Fukayama, Karen Livescu, Shinji Watanabe:
Self-Supervised Speech Representations are More Phonetic than Semantic. CoRR abs/2406.08619 (2024) - [i19]Jinchuan Tian, Yifan Peng, William Chen, Kwanghee Choi, Karen Livescu, Shinji Watanabe:
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models. CoRR abs/2406.09282 (2024) - [i18]Masao Someki, Kwanghee Choi, Siddhant Arora, William Chen, Samuele Cornell, Jionghao Han, Yifan Peng, Jiatong Shi, Vaibhav Srivastav, Shinji Watanabe:
ESPnet-EZ: Python-only ESPnet for Easy Fine-tuning and Integration. CoRR abs/2409.09506 (2024) - 2023
- [c12]Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung:
Automatic Severity Classification of Dysarthric Speech by Using Self-Supervised Model with Multi-Task Learning. ICASSP 2023: 1-5 - [c11]Seong Min Kye, Kwanghee Choi, Hyeongmin Byun, Buru Chang:
TiDAL: Learning Training Dynamics for Active Learning. ICCV 2023: 22278-22288 - [c10]Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung:
Speech Intelligibility Assessment of Dysarthric Speech by using Goodness of Pronunciation with Uncertainty Quantification. INTERSPEECH 2023: 166-170 - [c9]Donghyun Son, Byounggyu Lew, Kwanghee Choi, Yongsu Baek, Seungwoo Choi, Beomjun Shin, Sungjoo Ha, Buru Chang:
Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild. WSDM 2023: 285-293 - [i17]Jeongkyun Park, Jung-Wook Hwang, Kwanghee Choi, Seung-Hyun Lee, Jun Hwan Ahn, Rae-Hong Park, Hyung-Min Park:
OLKAVS: An Open Large-Scale Korean Audio-Visual Speech Dataset. CoRR abs/2301.06375 (2023) - [i16]Jeongkyun Park, Kwanghee Choi, Hyunjun Heo, Hyung-Min Park:
Unsupervised Speech Representation Pooling Using Vector Quantization. CoRR abs/2304.03940 (2023) - [i15]Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung:
Speech Intelligibility Assessment of Dysarthric Speech by using Goodness of Pronunciation with Uncertainty Quantification. CoRR abs/2305.18392 (2023) - [i14]Xuankai Chang, Brian Yan, Kwanghee Choi, Jee-Weon Jung, Yichen Lu, Soumi Maiti, Roshan S. Sharma, Jiatong Shi, Jinchuan Tian, Shinji Watanabe, Yuya Fujita, Takashi Maekaku, Pengcheng Guo, Yao-Fei Cheng, Pavel Denisov, Kohei Saijo, Hsiu-Hsuan Wang:
Exploring Speech Recognition, Translation, and Understanding with Discrete Speech Units: A Comparative Study. CoRR abs/2309.15800 (2023) - [i13]Kwanghee Choi, Jee-weon Jung, Shinji Watanabe:
Understanding Probe Behaviors through Variational Bounds of Mutual Information. CoRR abs/2312.10019 (2023) - 2022
- [c8]Seong Min Kye, Kwanghee Choi, Joonyoung Yi, Buru Chang:
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection. ECCV (25) 2022: 717-738 - [c7]Kwanghee Choi, Martin Kersner, Jacob Morton, Buru Chang:
Temporal Knowledge Distillation for on-device Audio Classification. ICASSP 2022: 486-490 - [c6]Kwanghee Choi, Hyung-Min Park:
Distilling a Pretrained Language Model to a Multilingual ASR Model. INTERSPEECH 2022: 2203-2207 - [c5]Kwanghee Choi, Siyeong Lee:
Combating the instability of mutual information-based losses via regularization. UAI 2022: 411-421 - [i12]Kwanghee Choi, Hyung-Min Park:
Distilling a Pretrained Language Model to a Multilingual ASR Model. CoRR abs/2206.12638 (2022) - [i11]Donghyun Son, Byounggyu Lew, Kwanghee Choi, Yongsu Baek, Seungwoo Choi, Beomjun Shin, Sungjoo Ha, Buru Chang:
Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild. CoRR abs/2208.07522 (2022) - [i10]Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung:
Cross-lingual Dysarthria Severity Classification for English, Korean, and Tamil. CoRR abs/2209.12942 (2022) - [i9]Seong Min Kye, Kwanghee Choi, Buru Chang:
TiDAL: Learning Training Dynamics for Active Learning. CoRR abs/2210.06788 (2022) - [i8]Kwanghee Choi, Eun Jung Yeo:
Opening the Black Box of wav2vec Feature Encoder. CoRR abs/2210.15386 (2022) - [i7]Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung:
Automatic Severity Assessment of Dysarthric speech by using Self-supervised Model with Multi-task Learning. CoRR abs/2210.15387 (2022) - [i6]Soojung Hong, Kwanghee Choi:
Data-driven Approach for Automatically Correcting Faulty Road Maps. CoRR abs/2211.06544 (2022) - 2021
- [c4]Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang:
Disentangling Label Distribution for Long-Tailed Visual Recognition. CVPR 2021: 6626-6636 - [i5]Kwanghee Choi, Minyoung Choe, Hyelee Lee:
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning. CoRR abs/2103.08157 (2021) - [i4]Kwanghee Choi, Martin Kersner, Jacob Morton, Buru Chang:
Temporal Knowledge Distillation for On-device Audio Classification. CoRR abs/2110.14131 (2021) - [i3]Seong Min Kye, Kwanghee Choi, Joonyoung Yi, Buru Chang:
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection. CoRR abs/2111.14932 (2021) - 2020
- [i2]Kwanghee Choi, Siyeong Lee:
Regularized Mutual Information Neural Estimation. CoRR abs/2011.07932 (2020) - [i1]Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang:
Disentangling Label Distribution for Long-tailed Visual Recognition. CoRR abs/2012.00321 (2020)
2010 – 2019
- 2019
- [j1]Yoon-Chul Kim, Khu Rai Kim, Kwanghee Choi, Minwoo Kim, Younjoon Chung, Yeon Hyeon Choe:
EVCMR: A tool for the quantitative evaluation and visualization of cardiac MRI data. Comput. Biol. Medicine 111 (2019) - 2015
- [c3]Changmin Lee, Chen Shen, Gokhan Sahin, Kwanghee Choi, Hyeong-Ah Choi:
A novel and scalable communication-history-based Knapsack authentication framework for IEEE 802.11 networks. CNS 2015: 44-52 - 2014
- [c2]Changmin Lee, Luca Zappaterra, Kwanghee Choi, Hyeong-Ah Choi:
Securing smart home: Technologies, security challenges, and security requirements. CNS 2014: 67-72
2000 – 2009
- 2007
- [c1]Taehoon Kang, Jaeseung Yu, Jangseok Oh, Yunhwan Seol, Kwanghee Choi, Mingi Kim:
Object Based Contour Detection by Using Graph-cut on Stereo Image. MVA 2007: 319-322
Coauthor Index
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