Kwanghee Choi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 36

Top Topics

Active Learning

Mutual Information

Speech Recognition

Transition Matrix

Top Venues

Publications

Soojung Hong, Kwanghee Choi
Correcting Faulty Road Maps by Image Inpainting. ICASSP (2024)
Kwanghee Choi, Ankita Pasad, Tomohiko Nakamura, Satoru Fukayama, Karen Livescu, Shinji Watanabe
Self-Supervised Speech Representations are More Phonetic than Semantic. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
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)
Kwanghee Choi, Jee-Weon Jung, Shinji Watanabe
Understanding Probe Behaviors Through Variational Bounds of Mutual Information. ICASSP (2024)
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)
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)
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 (2023)
Jeongkyun Park, Kwanghee Choi, Hyunjun Heo, Hyung-Min Park
Unsupervised Speech Representation Pooling Using Vector Quantization. CoRR (2023)
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)
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 (2023)
Kwanghee Choi, Jee-weon Jung, Shinji Watanabe
Understanding Probe Behaviors through Variational Bounds of Mutual Information. CoRR (2023)
Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung
Speech Intelligibility Assessment of Dysarthric Speech by using Goodness of Pronunciation with Uncertainty Quantification. CoRR (2023)
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)
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)
Seong Min Kye, Kwanghee Choi, Hyeongmin Byun, Buru Chang
TiDAL: Learning Training Dynamics for Active Learning. ICCV (2023)
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 (2022)
Kwanghee Choi, Hyung-Min Park
Distilling a Pretrained Language Model to a Multilingual ASR Model. INTERSPEECH (2022)
Soojung Hong, Kwanghee Choi
Data-driven Approach for Automatically Correcting Faulty Road Maps. CoRR (2022)
Eun Jung Yeo, Kwanghee Choi, Sunhee Kim, Minhwa Chung
Cross-lingual Dysarthria Severity Classification for English, Korean, and Tamil. CoRR (2022)
Seong Min Kye, Kwanghee Choi, Buru Chang
TiDAL: Learning Training Dynamics for Active Learning. CoRR (2022)
Kwanghee Choi, Martin Kersner, Jacob Morton, Buru Chang
Temporal Knowledge Distillation for on-device Audio Classification. ICASSP (2022)
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)
Kwanghee Choi, Hyung-Min Park
Distilling a Pretrained Language Model to a Multilingual ASR Model. CoRR (2022)
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 (2022)
Kwanghee Choi, Siyeong Lee
Combating the instability of mutual information-based losses via regularization. UAI (2022)
Kwanghee Choi, Eun Jung Yeo
Opening the Black Box of wav2vec Feature Encoder. CoRR (2022)
Seong Min Kye, Kwanghee Choi, Joonyoung Yi, Buru Chang
Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label Miscorrection. CoRR (2021)
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang
Disentangling Label Distribution for Long-Tailed Visual Recognition. CVPR (2021)
Kwanghee Choi, Minyoung Choe, Hyelee Lee
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning. CoRR (2021)
Kwanghee Choi, Martin Kersner, Jacob Morton, Buru Chang
Temporal Knowledge Distillation for On-device Audio Classification. CoRR (2021)
Youngkyu Hong, Seungju Han, Kwanghee Choi, Seokjun Seo, Beomsu Kim, Buru Chang
Disentangling Label Distribution for Long-tailed Visual Recognition. CoRR (2020)
Kwanghee Choi, Siyeong Lee
Regularized Mutual Information Neural Estimation. CoRR (2020)
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)
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)
Changmin Lee, Luca Zappaterra, Kwanghee Choi, Hyeong-Ah Choi
Securing smart home: Technologies, security challenges, and security requirements. CNS (2014)
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)