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A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding


Nov 10, 2022
Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe

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* Accepted at SLT 2022 

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ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet


Nov 29, 2021
Siddhant Arora, Siddharth Dalmia, Pavel Denisov, Xuankai Chang, Yushi Ueda, Yifan Peng, Yuekai Zhang, Sujay Kumar, Karthik Ganesan, Brian Yan, Ngoc Thang Vu, Alan W Black, Shinji Watanabe

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* Submitted to ICASSP 2022 (5 pages) 

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N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses


Jun 11, 2021
Karthik Ganesan, Pakhi Bamdev, Jaivarsan B, Amresh Venugopal, Abhinav Tushar

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* 6 pages, 3 figures, Accepted at ACL 2021 as a main conference paper 

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