Suyoun Kim

According to our database, Suyoun Kim authored at least 29 papers between 2011 and 2024.

Collaborative distances:

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

2024

Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech.

Wonjune Kang, Junteng Jia, Chunyang Wu, Wei Zhou, Egor Lakomkin, Yashesh Gaur, Leda Sari, Suyoun Kim, Ke Li, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding.

Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Augmenting text for spoken language understanding with Large Language Models.

Roshan Sharma, Suyoun Kim, Daniel Lazar, Trang Le, Akshat Shrivastava, Kwanghoon Ahn, Piyush Kansal, Leda Sari, Ozlem Kalinli, Michael L. Seltzer

CoRR, 2023

Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding.

Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer

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

ICASSP 2023 Spoken Language Understanding Grand Challenge.

Akshat Shrivastava, Suyoun Kim, Paden Tomasello, Ali Elkahky, Daniel Lazar, Trang Le, Shan Jiang, Duc Le, Aleksandr Livshits, Ahmed Aly

Proceedings of the IEEE International Conference on Acoustics, 2023

Introducing Semantics into Speech Encoders.

Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Bing Liu, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Guan-Ting Lin, Alexei Baevski, Hung-yi Lee, Yizhou Sun, Wei Wang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Introducing Semantics into Speech Encoders.

Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang

CoRR, 2022

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition.

Suyoun Kim, Ke Li, Lucas Kabela, Rongqing Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le

CoRR, 2022

Deliberation Model for On-Device Spoken Language Understanding.

Duc Le, Akshat Shrivastava, Paden D. Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric.

Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition.

Suyoun Kim, Ke Li, Lucas Kabela, Ron Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Improving RNN Transducer Based ASR with Auxiliary Tasks.

Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion.

Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer

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

Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding.

Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

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

Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer.

Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

Acoustic-to-Word Models with Conversational Context Information.

Suyoun Kim, Florian Metze

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Cross-Attention End-to-End ASR for Two-Party Conversations.

Suyoun Kim, Siddharth Dalmia, Florian Metze

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

Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion.

Suyoun Kim, Siddharth Dalmia, Florian Metze

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Dialog-Context Aware end-to-end Speech Recognition.

Suyoun Kim, Florian Metze

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Improved Training for Online End-to-end Speech Recognition Systems.

Suyoun Kim, Michael L. Seltzer, Jinyu Li, Rui Zhao

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Towards Language-Universal End-to-End Speech Recognition.

Suyoun Kim, Michael L. Seltzer

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Hybrid CTC/Attention Architecture for End-to-End Speech Recognition.

Shinji Watanabe, Takaaki Hori, Suyoun Kim, John R. Hershey, Tomoki Hayashi

IEEE J. Sel. Top. Signal Process., 2017

End-to-End Speech Recognition with Auditory Attention for Multi-Microphone Distance Speech Recognition.

Suyoun Kim, Ian R. Lane

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Joint CTC-attention based end-to-end speech recognition using multi-task learning.

Suyoun Kim, Takaaki Hori, Shinji Watanabe

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Environmental Noise Embeddings for Robust Speech Recognition.

Suyoun Kim, Bhiksha Raj, Ian R. Lane

CoRR, 2016

Recurrent Models for Auditory Attention in Multi-Microphone Distant Speech Recognition.

Suyoun Kim, Ian R. Lane

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition.

Suyoun Kim, Ian R. Lane

CoRR, 2015

2014

Multimodal Transfer Deep Learning for Audio Visual Recognition.

Seungwhan Moon, Suyoun Kim, Haohan Wang

CoRR, 2014

2011

Impact of nano-scale through-silicon vias on the quality of today and future 3D IC designs.

Daehyun Kim, Suyoun Kim, Sung Kyu Lim

Proceedings of the 2011 International Workshop on System Level Interconnect Prediction, 2011