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2020 – today
- 2024
[c21]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. EMNLP (Findings) 2024: 14027-14038- [i21]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 abs/2406.07823 (2024) - 2023
- [c20]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: 11413-11429 - [c19]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: 1-2 - [c18]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: 1119-1123 - [i20]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 abs/2307.12134 (2023) - [i19]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 abs/2309.09390 (2023) - 2022
- [c17]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: 5717-5722 - [c16]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: 3468-3472 - [c15]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: 3978-3982 - [i18]Duc Le, Akshat Shrivastava, Paden Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer:
Deliberation Model for On-Device Spoken Language Understanding. CoRR abs/2204.01893 (2022) - [i17]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 abs/2211.00174 (2022) - [i16]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 abs/2211.08402 (2022) - 2021
- [c14]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: 7333-7337 - [c13]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: 1772-1776 - [c12]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: 1977-1981 - [c11]Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig:
Improving RNN Transducer Based ASR with Auxiliary Tasks. SLT 2021: 172-179 - [i15]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 abs/2104.02138 (2021) - [i14]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 abs/2104.02194 (2021) - [i13]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 abs/2110.05376 (2021) - 2020
- [i12]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 abs/2010.13878 (2020) - [i11]Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig:
Improving RNN Transducer Based ASR with Auxiliary Tasks. CoRR abs/2011.03109 (2020)
2010 – 2019
- 2019
- [c10]Suyoun Kim, Siddharth Dalmia, Florian Metze:
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion. ACL (1) 2019: 1131-1141 - [c9]Suyoun Kim, Siddharth Dalmia, Florian Metze:
Cross-Attention End-to-End ASR for Two-Party Conversations. INTERSPEECH 2019: 4380-4384 - [c8]Suyoun Kim, Florian Metze:
Acoustic-to-Word Models with Conversational Context Information. NAACL-HLT (1) 2019: 2766-2771 - [i10]Suyoun Kim, Florian Metze:
Acoustic-to-Word Models with Conversational Context Information. CoRR abs/1905.08796 (2019) - [i9]Suyoun Kim, Siddharth Dalmia, Florian Metze:
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion. CoRR abs/1906.11604 (2019) - [i8]Suyoun Kim, Siddharth Dalmia, Florian Metze:
Cross-Attention End-to-End ASR for Two-Party Conversations. CoRR abs/1907.10726 (2019) - 2018
- [c7]Suyoun Kim, Michael L. Seltzer:
Towards Language-Universal End-to-End Speech Recognition. ICASSP 2018: 4914-4918 - [c6]Suyoun Kim, Michael L. Seltzer, Jinyu Li
, Rui Zhao:
Improved Training for Online End-to-end Speech Recognition Systems. INTERSPEECH 2018: 2913-2917 - [c5]Suyoun Kim, Florian Metze:
Dialog-Context Aware end-to-end Speech Recognition. SLT 2018: 434-440 - [i7]Suyoun Kim, Florian Metze:
Dialog-context aware end-to-end speech recognition. CoRR abs/1808.02171 (2018) - 2017
- [j1]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): 1240-1253 (2017) - [c4]Suyoun Kim, Takaaki Hori, Shinji Watanabe:
Joint CTC-attention based end-to-end speech recognition using multi-task learning. ICASSP 2017: 4835-4839 - [c3]Suyoun Kim, Ian R. Lane:
End-to-End Speech Recognition with Auditory Attention for Multi-Microphone Distance Speech Recognition. INTERSPEECH 2017: 3867-3871 - [i6]Suyoun Kim, Michael L. Seltzer:
Towards Language-Universal End-to-End Speech Recognition. CoRR abs/1711.02207 (2017) - [i5]Suyoun Kim, Michael L. Seltzer, Jinyu Li, Rui Zhao:
Improved training for online end-to-end speech recognition systems. CoRR abs/1711.02212 (2017) - 2016
- [c2]Suyoun Kim, Ian R. Lane:
Recurrent Models for Auditory Attention in Multi-Microphone Distant Speech Recognition. INTERSPEECH 2016: 3838-3842 - [i4]Suyoun Kim, Bhiksha Raj, Ian R. Lane:
Environmental Noise Embeddings for Robust Speech Recognition. CoRR abs/1601.02553 (2016) - [i3]Suyoun Kim, Takaaki Hori, Shinji Watanabe:
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning. CoRR abs/1609.06773 (2016) - 2015
- [i2]Suyoun Kim, Ian R. Lane:
Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition. CoRR abs/1511.06407 (2015) - 2014
- [i1]Seungwhan Moon, Suyoun Kim, Haohan Wang:
Multimodal Transfer Deep Learning for Audio Visual Recognition. CoRR abs/1412.3121 (2014) - 2011
- [c1]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: 1-8
Coauthor Index
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