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Learning ASR pathways: A sparse multilingual ASR model


Sep 13, 2022
Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli

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* 5 pages, 3 figures 

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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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Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions


Nov 18, 2021
Chunxi Liu, Michael Picheny, Leda Sarı, Pooja Chitkara, Alex Xiao, Xiaohui Zhang, Mark Chou, Andres Alvarado, Caner Hazirbas, Yatharth Saraf

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* Submitted to ICASSP 2022. Our dataset will be publicly available at (https://ai.facebook.com/datasets/casual-conversations-downloads) for general use. We also would like to note that considering the limitations of our dataset, we limit the use of it for only evaluation purposes (see license agreement) 

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Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks


Nov 10, 2021
Sangeeta Srivastava, Yun Wang, Andros Tjandra, Anurag Kumar, Chunxi Liu, Kritika Singh, Yatharth Saraf

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* 4 pages. Submitted to ICASSP in Oct 2021 

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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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Improving RNN Transducer Based ASR with Auxiliary Tasks


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

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

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Fast, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces


May 19, 2020
Frank Zhang, Yongqiang Wang, Xiaohui Zhang, Chunxi Liu, Yatharth Saraf, Geoffrey Zweig

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* submitted to interspeech 2020 

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Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model


May 15, 2020
Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig

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Deja-vu: Double Feature Presentation in Deep Transformer Networks


Oct 23, 2019
Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig

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