Kwangyoun Kim

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 37

Top Topics

Speaker Independent

Speech Recognition

Automatic Speech Recognition

Noisy Environments

Top Venues

Publications

Suwon Shon, Kwangyoun Kim, Prashant Sridhar, Yi-Te Hsu, Shinji Watanabe, Karen Livescu
Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models. ICASSP (2024)
Jiyang Tang, Kwangyoun Kim, Suwon Shon, Felix Wu, Prashant Sridhar
Improving ASR Contextual Biasing with Guided Attention. ICASSP (2024)
Jiyang Tang, Kwangyoun Kim, Suwon Shon, Felix Wu, Prashant Sridhar, Shinji Watanabe
Improving ASR Contextual Biasing with Guided Attention. CoRR (2024)
Suwon Shon, Kwangyoun Kim, Yi-Te Hsu, Prashant Sridhar, Shinji Watanabe, Karen Livescu
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding. CoRR (2024)
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Jeong Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi
Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages. ICASSP (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe
Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding. ICASSP (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. CoRR (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. INTERSPEECH (2023)
Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe
Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and Understanding. CoRR (2023)
Suwon Shon, Felix Wu, Kwangyoun Kim, Prashant Sridhar, Karen Livescu, Shinji Watanabe
Context-Aware Fine-Tuning of Self-Supervised Speech Models. ICASSP (2023)
Suwon Shon, Kwangyoun Kim, Prashant Sridhar, Yi-Te Hsu, Shinji Watanabe, Karen Livescu
Generative Context-aware Fine-tuning of Self-supervised Speech Models. CoRR (2023)
Kwangyoun Kim, Felix Wu, Yifan Peng, Jing Pan, Prashant Sridhar, Kyu J. Han, Shinji Watanabe
E-Branchformer: Branchformer with Enhanced Merging for Speech Recognition. SLT (2022)
Jing Pan, Tao Lei, Kwangyoun Kim, Kyu J. Han, Shinji Watanabe
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition. ICASSP (2022)
Felix Wu, Kwangyoun Kim, Jing Pan, Kyu J. Han, Kilian Q. Weinberger, Yoav Artzi
Performance-Efficiency Trade-Offs in Unsupervised Pre-Training for Speech Recognition. ICASSP (2022)
Suwon Shon, Felix Wu, Kwangyoun Kim, Prashant Sridhar, Karen Livescu, Shinji Watanabe
Context-aware Fine-tuning of Self-supervised Speech Models. CoRR (2022)
Kwangyoun Kim, Felix Wu, Yifan Peng, Jing Pan, Prashant Sridhar, Kyu J. Han, Shinji Watanabe
E-Branchformer: Branchformer with Enhanced merging for speech recognition. CoRR (2022)
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu J. Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages. CoRR (2022)
Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu J. Han, Shinji Watanabe
Multi-Mode Transformer Transducer with Stochastic Future Context. Interspeech (2021)
Jing Pan, Tao Lei, Kwangyoun Kim, Kyu J. Han, Shinji Watanabe
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition. CoRR (2021)
Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim
Sequential routing framework: Fully capsule network-based speech recognition. Comput. Speech Lang. 70 (2021)
Felix Wu, Kwangyoun Kim, Jing Pan, Kyu J. Han, Kilian Q. Weinberger, Yoav Artzi
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition. CoRR (2021)
Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu J. Han, Shinji Watanabe
Multi-mode Transformer Transducer with Stochastic Future Context. CoRR (2021)
Ashutosh Gupta, Ankur Kumar, Dhananjaya Gowda, Kwangyoun Kim, Sachin Singh, Shatrughan Singh, Chanwoo Kim
Neural Utterance Confidence Measure for RNN-Transducers and Two Pass Models. ICASSP (2021)
Chanwoo Kim, Kwangyoun Kim, Sathish Reddy Indurthi
Small Energy Masking for Improved Neural Network Training for End-To-End Speech Recognition. ICASSP (2020)
Kwangyoun Kim, Kyungmin Lee, Dhananjaya Gowda, Junmo Park, Sungsoo Kim, Sichen Jin, Young-Yoon Lee, Jinsu Yeo, Daehyun Kim, Seokyeong Jung, Jungin Lee, Myoungji Han, Chanwoo Kim
Attention based on-device streaming speech recognition with large speech corpus. CoRR (2020)
Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim
Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition. INTERSPEECH (2020)
Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim
Sequential Routing Framework: Fully Capsule Network-based Speech Recognition. CoRR (2020)
Chanwoo Kim, Kwangyoun Kim, Sathish Reddy Indurthi
Small energy masking for improved neural network training for end-to-end speech recognition. CoRR (2020)
Abhinav Garg, Gowtham P. Vadisetti, Dhananjaya Gowda, Sichen Jin, Aditya Jayasimha, Youngho Han, Jiyeon Kim, Junmo Park, Kwangyoun Kim, Sooyeon Kim, Young-Yoon Lee, Kyungbo Min, Chanwoo Kim
Streaming On-Device End-to-End ASR System for Privacy-Sensitive Voice-Typing. INTERSPEECH (2020)
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models. CoRR (2019)
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models. ASRU (2019)
Chanwoo Kim, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda
end-to-end training of a large vocabulary end-to-end speech recognition system. CoRR (2019)
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition. CoRR (2019)
Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition. INTERSPEECH (2019)
Chanwoo Kim, Minkyoo Shin, Shatrughan Singh, Larry Heck, Dhananjaya Gowda, Sungsoo Kim, Kwangyoun Kim, Mehul Kumar, Jiyeon Kim, Kyungmin Lee, Changwoo Han, Abhinav Garg, Eunhyang Kim
End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System. ASRU (2019)
Kwangyoun Kim, Seokyeong Jung, Jungin Lee, Myoungji Han, Chanwoo Kim, Kyungmin Lee, Dhananjaya Gowda, Junmo Park, Sungsoo Kim, Sichen Jin, Young-Yoon Lee, Jinsu Yeo, Daehyun Kim
Attention Based On-Device Streaming Speech Recognition with Large Speech Corpus. ASRU (2019)
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition. ASRU (2019)
Younghyun Lee, Kwangyoun Kim, David K. Han, Hanseok Ko
Acoustic and visual signal based violence detection system for indoor security application. ICCE (2012)
Kwangyoun Kim, Hanseok Ko
Hierarchical approach for abnormal acoustic event classification in an elevator. AVSS (2011)