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Improving Fast-slow Encoder based Transducer with Streaming Deliberation


Dec 15, 2022
Ke Li, Jay Mahadeokar, Jinxi Guo, Yangyang Shi, Gil Keren, Ozlem Kalinli, Michael L. Seltzer, Duc Le

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* Submitted to ICASSP 2023 

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LiCo-Net: Linearized Convolution Network for Hardware-efficient Keyword Spotting


Nov 09, 2022
Haichuan Yang, Zhaojun Yang, Li Wan, Biqiao Zhang, Yangyang Shi, Yiteng Huang, Ivaylo Enchev, Limin Tang, Raziel Alvarez, Ming Sun, Xin Lei, Raghuraman Krishnamoorthi, Vikas Chandra

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Biased Self-supervised learning for ASR


Nov 04, 2022
Florian L. Kreyssig, Yangyang Shi, Jinxi Guo, Leda Sari, Abdelrahman Mohamed, Philip C. Woodland

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* Submitted to ICASSP 2023 

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SCA: Streaming Cross-attention Alignment for Echo Cancellation


Nov 01, 2022
Yang Liu, Yangyang Shi, Yun Li, Kaustubh Kalgaonkar, Sriram Srinivasan, Xin Lei

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Learning a Dual-Mode Speech Recognition Model via Self-Pruning


Jul 25, 2022
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli

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* 7 pages, 1 figure 

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Streaming parallel transducer beam search with fast-slow cascaded encoders


Mar 29, 2022
Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L Seltzer

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* 5 pages, 2 figures, Interspeech 2022 submission 

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TorchAudio: Building Blocks for Audio and Speech Processing


Oct 28, 2021
Yao-Yuan Yang, Moto Hira, Zhaoheng Ni, Anjali Chourdia, Artyom Astafurov, Caroline Chen, Ching-Feng Yeh, Christian Puhrsch, David Pollack, Dmitriy Genzel, Donny Greenberg, Edward Z. Yang, Jason Lian, Jay Mahadeokar, Jeff Hwang, Ji Chen, Peter Goldsborough, Prabhat Roy, Sean Narenthiran, Shinji Watanabe, Soumith Chintala, Vincent Quenneville-Bélair, Yangyang Shi

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* Submitted to ICASSP 2022 

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Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution


Oct 07, 2021
Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer

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* 5 pages, 3 figures, submit to ICASSP 2022 

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Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study


Oct 07, 2021
Dawei Liang, Yangyang Shi, Yun Wang, Nayan Singhal, Alex Xiao, Jonathan Shaw, Edison Thomaz, Ozlem Kalinli, Mike Seltzer

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* Submitted to ICASSP 2022 

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Collaborative Training of Acoustic Encoders for Speech Recognition


Jul 13, 2021
Varun Nagaraja, Yangyang Shi, Ganesh Venkatesh, Ozlem Kalinli, Michael L. Seltzer, Vikas Chandra

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* INTERSPEECH 2021 

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