Kwangyoun Kim

43 papers A 8B 1C 5Misc 9Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2024 A conf
Convolution-Augmented Parameter-Efficient Fine-Tuning for Speech Recognition.
INTERSPEECH
Kwangyoun Kim, Suwon Shon, Yi-Te Hsu, Prashant Sridhar, Karen Livescu, Shinji Watanabe
2024 A conf
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding.
INTERSPEECH
Suwon Shon, Kwangyoun Kim, Yi-Te Hsu, Prashant Sridhar, Shinji Watanabe, Karen Livescu
2024 J jnl
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding.
CoRR
Suwon Shon, Kwangyoun Kim, Yi-Te Hsu, Prashant Sridhar, Shinji Watanabe, Karen Livescu
2024 Misc conf
Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models.
ICASSP
Suwon Shon, Kwangyoun Kim, Prashant Sridhar, Yi-Te Hsu, Shinji Watanabe, Karen Livescu
2024 Misc conf
Improving ASR Contextual Biasing with Guided Attention.
ICASSP
Jiyang Tang, Kwangyoun Kim, Suwon Shon, Felix Wu, Prashant Sridhar
2024 J jnl
Improving ASR Contextual Biasing with Guided Attention.
CoRR
Jiyang Tang, Kwangyoun Kim, Suwon Shon, Felix Wu, Prashant Sridhar, Shinji Watanabe
2024 A conf
Sample-Efficient Diffusion for Text-To-Speech Synthesis.
INTERSPEECH
Justin Lovelace, Soham Ray, Kwangyoun Kim, Kilian Q. Weinberger, Felix Wu
2024 J jnl
Sample-Efficient Diffusion for Text-To-Speech Synthesis.
CoRR
Justin Lovelace, Soham Ray, Kwangyoun Kim, Kilian Q. Weinberger, Felix Wu
2023 A conf
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks.
INTERSPEECH
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
2023 J jnl
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks.
CoRR
Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe
2023 Misc conf
Context-Aware Fine-Tuning of Self-Supervised Speech Models.
ICASSP
Suwon Shon, Felix Wu, Kwangyoun Kim, Prashant Sridhar, Karen Livescu, Shinji Watanabe
2023 J jnl
Generative Context-aware Fine-tuning of Self-supervised Speech Models.
CoRR
Suwon Shon, Kwangyoun Kim, Prashant Sridhar, Yi-Te Hsu, Shinji Watanabe, Karen Livescu
2023 Misc conf
Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding.
ICASSP
Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe
2023 J jnl
Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and Understanding.
CoRR
Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe
2023 Misc conf
Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages.
ICASSP
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Jeong Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi
2022 J jnl
Context-aware Fine-tuning of Self-supervised Speech Models.
CoRR
Suwon Shon, Felix Wu, Kwangyoun Kim, Prashant Sridhar, Karen Livescu, Shinji Watanabe
2022 — conf
E-Branchformer: Branchformer with Enhanced Merging for Speech Recognition.
SLT
Kwangyoun Kim, Felix Wu, Yifan Peng, Jing Pan, Prashant Sridhar, Kyu Jeong Han, Shinji Watanabe
2022 J jnl
E-Branchformer: Branchformer with Enhanced merging for speech recognition.
CoRR
Kwangyoun Kim, Felix Wu, Yifan Peng, Jing Pan, Prashant Sridhar, Kyu Jeong Han, Shinji Watanabe
2022 Misc conf
Performance-Efficiency Trade-Offs in Unsupervised Pre-Training for Speech Recognition.
ICASSP
Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Jeong Han, Kilian Q. Weinberger, Yoav Artzi
2022 Misc conf
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition.
ICASSP
Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Jeong Han, Shinji Watanabe
2022 J jnl
Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages.
CoRR
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Jeong Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi
2021 A conf
Multi-Mode Transformer Transducer with Stochastic Future Context.
Interspeech
Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu Jeong Han, Shinji Watanabe
2021 J jnl
Multi-mode Transformer Transducer with Stochastic Future Context.
CoRR
Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu Jeong Han, Shinji Watanabe
2021 Misc conf
Neural Utterance Confidence Measure for RNN-Transducers and Two Pass Models.
ICASSP
Ashutosh Gupta, Ankur Kumar, Dhananjaya Gowda, Kwangyoun Kim, Sachin Singh, Shatrughan Singh, Chanwoo Kim
2021 J jnl
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition.
CoRR
Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Jeong Han, Kilian Q. Weinberger, Yoav Artzi
2021 J jnl
SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition.
CoRR
Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Jeong Han, Shinji Watanabe
2021 J jnl
Sequential routing framework: Fully capsule network-based speech recognition.
Comput. Speech Lang.
Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim
2020 J jnl
Attention based on-device streaming speech recognition with large speech corpus.
CoRR
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
2020 J jnl
Sequential Routing Framework: Fully Capsule Network-based Speech Recognition.
CoRR
Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim
2020 Misc conf
Small Energy Masking for Improved Neural Network Training for End-To-End Speech Recognition.
ICASSP
Chanwoo Kim, Kwangyoun Kim, Sathish Reddy Indurthi
2020 J jnl
Small energy masking for improved neural network training for end-to-end speech recognition.
CoRR
Chanwoo Kim, Kwangyoun Kim, Sathish Reddy Indurthi
2020 A conf
Streaming On-Device End-to-End ASR System for Privacy-Sensitive Voice-Typing.
INTERSPEECH
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
2020 A conf
Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition.
INTERSPEECH
Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim
2019 C conf
Attention Based On-Device Streaming Speech Recognition with Large Speech Corpus.
ASRU
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
2019 C conf
End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System.
ASRU
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
2019 C conf
Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models.
ASRU
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
2019 J jnl
Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models.
CoRR
Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
2019 A conf
Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition.
INTERSPEECH
Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim
2019 C conf
Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition.
ASRU
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
2019 J jnl
end-to-end training of a large vocabulary end-to-end speech recognition system.
CoRR
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
2019 J jnl
power-law nonlinearity with maximally uniform distribution criterion for improved neural network training in automatic speech recognition.
CoRR
Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda
2012 C conf
Acoustic and visual signal based violence detection system for indoor security application.
ICCE
Younghyun Lee, Kwangyoun Kim, David K. Han, Hanseok Ko
2011 B conf
Hierarchical approach for abnormal acoustic event classification in an elevator.
AVSS
Kwangyoun Kim, Hanseok Ko