Kwangyoun Kim

According to our database, Kwangyoun Kim authored at least 25 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sample-Efficient Diffusion for Text-To-Speech Synthesis.

Justin Lovelace, Soham Ray, Kwangyoun Kim, Kilian Q. Weinberger, Felix Wu

CoRR, 2024

DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding.

Suwon Shon, Kwangyoun Kim, Yi-Te Hsu, Prashant Sridhar, Shinji Watanabe, Karen Livescu

CoRR, 2024

Improving ASR Contextual Biasing with Guided Attention.

Jiyang Tang, Kwangyoun Kim, Suwon Shon, Felix Wu, Prashant Sridhar, Shinji Watanabe

CoRR, 2024

Improving ASR Contextual Biasing with Guided Attention.

Jiyang Tang, Kwangyoun Kim, Suwon Shon, Felix Wu, Prashant Sridhar

Proceedings of the IEEE International Conference on Acoustics, 2024

Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models.

Suwon Shon, Kwangyoun Kim, Prashant Sridhar, Yi-Te Hsu, Shinji Watanabe, Karen Livescu

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks.

Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora, William Chen, Jiyang Tang, Suwon Shon, Prashant Sridhar, Shinji Watanabe

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages.

Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Jeong Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi

Proceedings of the IEEE International Conference on Acoustics, 2023

Context-Aware Fine-Tuning of Self-Supervised Speech Models.

Suwon Shon, Felix Wu, Kwangyoun Kim, Prashant Sridhar, Karen Livescu, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

Structured Pruning of Self-Supervised Pre-Trained Models for Speech Recognition and Understanding.

Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

E-Branchformer: Branchformer with Enhanced Merging for Speech Recognition.

Kwangyoun Kim, Felix Wu, Yifan Peng, Jing Pan, Prashant Sridhar, Kyu Jeong Han, Shinji Watanabe

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Performance-Efficiency Trade-Offs in Unsupervised Pre-Training for Speech Recognition.

Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Jeong Han, Kilian Q. Weinberger, Yoav Artzi

Proceedings of the IEEE International Conference on Acoustics, 2022

SRU++: Pioneering Fast Recurrence with Attention for Speech Recognition.

Jing Pan, Tao Lei, Kwangyoun Kim, Kyu Jeong Han, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Sequential routing framework: Fully capsule network-based speech recognition.

Kyungmin Lee, Hyunwhan Joe, Hyeontaek Lim, Kwangyoun Kim, Sungsoo Kim, Chang Woo Han, Hong-Gee Kim

Comput. Speech Lang., 2021

Multi-Mode Transformer Transducer with Stochastic Future Context.

Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu Jeong Han, Shinji Watanabe

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Neural Utterance Confidence Measure for RNN-Transducers and Two Pass Models.

Ashutosh Gupta, Ankur Kumar, Dhananjaya Gowda, Kwangyoun Kim, Sachin Singh, Shatrughan Singh, Chanwoo Kim

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Utterance Invariant Training for Hybrid Two-Pass End-to-End Speech Recognition.

Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Hejung Yang, Abhinav Garg, Sachin Singh, Jiyeon Kim, Mehul Kumar, Sichen Jin, Shatrughan Singh, Chanwoo Kim

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Streaming On-Device End-to-End ASR System for Privacy-Sensitive Voice-Typing.

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

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Small Energy Masking for Improved Neural Network Training for End-To-End Speech Recognition.

Chanwoo Kim, Kwangyoun Kim, Sathish Reddy Indurthi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Multi-Task Multi-Resolution Char-to-BPE Cross-Attention Decoder for End-to-End Speech Recognition.

Dhananjaya Gowda, Abhinav Garg, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

End-to-End Training of a Large Vocabulary End-to-End Speech Recognition System.

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Power-Law Nonlinearity with Maximally Uniform Distribution Criterion for Improved Neural Network Training in Automatic Speech Recognition.

Chanwoo Kim, Mehul Kumar, Kwangyoun Kim, Dhananjaya Gowda

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Attention Based On-Device Streaming Speech Recognition with Large Speech Corpus.

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

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

Improved Multi-Stage Training of Online Attention-Based Encoder-Decoder Models.

Abhinav Garg, Dhananjaya Gowda, Ankur Kumar, Kwangyoun Kim, Mehul Kumar, Chanwoo Kim

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2012

Acoustic and visual signal based violence detection system for indoor security application.

Younghyun Lee, Kwangyoun Kim, David K. Han, Hanseok Ko

Proceedings of the IEEE International Conference on Consumer Electronics, 2012

2011

Hierarchical approach for abnormal acoustic event classification in an elevator.

Kwangyoun Kim, Hanseok Ko

Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011