Suyoun Kim

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 39

Top Topics

Wall Street Journal Corpus

Semantic Distance

Language Understanding

Speech Recognition

Top Venues

Publications

Trang Le, Daniel Lazar, Suyoun Kim, Shan Jiang, Duc Le, Adithya Sagar, Aleksandr Livshits, Ahmed Aly, Akshat Shrivastava
PRoDeliberation: Parallel Robust Deliberation for End-to-End Spoken Language Understanding. CoRR (2024)
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
Introducing Semantics into Speech Encoders. ACL (1) (2023)
Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding. CoRR (2023)
Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding. INTERSPEECH (2023)
Roshan Sharma, Suyoun Kim, Daniel Lazar, Trang Le, Akshat Shrivastava, Kwanghoon Ahn, Piyush Kansal, Leda Sari, Ozlem Kalinli, Michael L. Seltzer
Augmenting text for spoken language understanding with Large Language Models. CoRR (2023)
Akshat Shrivastava, Suyoun Kim, Paden Tomasello, Ali Elkahky, Daniel Lazar, Trang Le, Shan Jiang, Duc Le, Aleksandr Livshits, Ahmed Aly
ICASSP 2023 Spoken Language Understanding Grand Challenge. ICASSP (2023)
Suyoun Kim, Ke Li, Lucas Kabela, Ron Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. EMNLP (Findings) (2022)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. INTERSPEECH (2022)
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
Introducing Semantics into Speech Encoders. CoRR (2022)
Suyoun Kim, Ke Li, Lucas Kabela, Rongqing Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. CoRR (2022)
Duc Le, Akshat Shrivastava, Paden Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer
Deliberation Model for On-Device Spoken Language Understanding. CoRR (2022)
Duc Le, Akshat Shrivastava, Paden D. Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer
Deliberation Model for On-Device Spoken Language Understanding. INTERSPEECH (2022)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. CoRR (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. Interspeech (2021)
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
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. Interspeech (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. CoRR (2021)
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
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. CoRR (2021)
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer. ICASSP (2021)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. SLT (2021)
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig
Improving RNN Transducer Based ASR with Auxiliary Tasks. CoRR (2020)
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le
Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer. CoRR (2020)
Suyoun Kim, Siddharth Dalmia, Florian Metze
Cross-Attention End-to-End ASR for Two-Party Conversations. INTERSPEECH (2019)
Suyoun Kim, Siddharth Dalmia, Florian Metze
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion. CoRR (2019)
Suyoun Kim, Florian Metze
Acoustic-to-Word Models with Conversational Context Information. NAACL-HLT (1) (2019)
Suyoun Kim, Florian Metze
Acoustic-to-Word Models with Conversational Context Information. CoRR (2019)
Suyoun Kim, Siddharth Dalmia, Florian Metze
Cross-Attention End-to-End ASR for Two-Party Conversations. CoRR (2019)
Suyoun Kim, Siddharth Dalmia, Florian Metze
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion. ACL (1) (2019)
Suyoun Kim, Florian Metze
Dialog-Context Aware end-to-end Speech Recognition. SLT (2018)
Suyoun Kim, Michael L. Seltzer
Towards Language-Universal End-to-End Speech Recognition. ICASSP (2018)
Suyoun Kim, Michael L. Seltzer, Jinyu Li, Rui Zhao
Improved Training for Online End-to-end Speech Recognition Systems. INTERSPEECH (2018)
Suyoun Kim, Florian Metze
Dialog-context aware end-to-end speech recognition. CoRR (2018)
Suyoun Kim, Michael L. Seltzer, Jinyu Li, Rui Zhao
Improved training for online end-to-end speech recognition systems. CoRR (2017)
Shinji Watanabe, Takaaki Hori, Suyoun Kim, John R. Hershey, Tomoki Hayashi
Hybrid CTC/Attention Architecture for End-to-End Speech Recognition. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Suyoun Kim, Ian R. Lane
End-to-End Speech Recognition with Auditory Attention for Multi-Microphone Distance Speech Recognition. INTERSPEECH (2017)
Suyoun Kim, Michael L. Seltzer
Towards Language-Universal End-to-End Speech Recognition. CoRR (2017)
Suyoun Kim, Takaaki Hori, Shinji Watanabe
Joint CTC-attention based end-to-end speech recognition using multi-task learning. ICASSP (2017)
Suyoun Kim, Ian R. Lane
Recurrent Models for Auditory Attention in Multi-Microphone Distant Speech Recognition. INTERSPEECH (2016)
Suyoun Kim, Bhiksha Raj, Ian R. Lane
Environmental Noise Embeddings for Robust Speech Recognition. CoRR (2016)
Suyoun Kim, Takaaki Hori, Shinji Watanabe
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning. CoRR (2016)
Suyoun Kim, Ian R. Lane
Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition. CoRR (2015)
Seungwhan Moon, Suyoun Kim, Haohan Wang
Multimodal Transfer Deep Learning for Audio Visual Recognition. CoRR (2014)
Daehyun Kim, Suyoun Kim, Sung Kyu Lim
Impact of nano-scale through-silicon vias on the quality of today and future 3D IC designs. SLIP (2011)