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Deliberation Model for On-Device Spoken Language Understanding


Apr 04, 2022
Duc Le, Akshat Shrivastava, Paden Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer

* Submitted to INTERSPEECH 2022 

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


Oct 11, 2021
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

* submitted 2022 ICASSP 

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


Apr 05, 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

* Submitted to INTERSPEECH 2021 

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


Apr 05, 2021
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

* submitted to Interspeech 2021 

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Improving RNN Transducer Based ASR with Auxiliary Tasks


Nov 09, 2020
Chunxi Liu, Frank Zhang, Duc Le, Suyoun Kim, Yatharth Saraf, Geoffrey Zweig

* Accepted for publication at IEEE Spoken Language Technology Workshop (SLT), 2021 

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Improved Neural Language Model Fusion for Streaming Recurrent Neural Network Transducer


Oct 26, 2020
Suyoun Kim, Yuan Shangguan, Jay Mahadeokar, Antoine Bruguier, Christian Fuegen, Michael L. Seltzer, Duc Le

* submitted to ICASSP 2021 

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


Jul 24, 2019
Suyoun Kim, Siddharth Dalmia, Florian Metze

* Interspeech 2019 

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


Jun 27, 2019
Suyoun Kim, Siddharth Dalmia, Florian Metze

* ACL 2019 

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Acoustic-to-Word Models with Conversational Context Information


May 21, 2019
Suyoun Kim, Florian Metze

* NAACL 2019. arXiv admin note: text overlap with arXiv:1808.02171 

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Improved training for online end-to-end speech recognition systems


Aug 30, 2018
Suyoun Kim, Michael L. Seltzer, Jinyu Li, Rui Zhao

* Interspeech 2018 

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