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Pruned RNN-T for fast, memory-efficient ASR training



Fangjun Kuang , Liyong Guo , Wei Kang , Long Lin , Mingshuang Luo , Zengwei Yao , Daniel Povey


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Lhotse: a speech data representation library for the modern deep learning ecosystem



Piotr Żelasko , Daniel Povey , Jan "Yenda" Trmal , Sanjeev Khudanpur

* Accepted for presentation at NeurIPS 2021 Data-Centric AI (DCAI) Workshop 

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GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio



Guoguo Chen , Shuzhou Chai , Guanbo Wang , Jiayu Du , Wei-Qiang Zhang , Chao Weng , Dan Su , Daniel Povey , Jan Trmal , Junbo Zhang , Mingjie Jin , Sanjeev Khudanpur , Shinji Watanabe , Shuaijiang Zhao , Wei Zou , Xiangang Li , Xuchen Yao , Yongqing Wang , Yujun Wang , Zhao You , Zhiyong Yan


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speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment



Junbo Zhang , Zhiwen Zhang , Yongqing Wang , Zhiyong Yan , Qiong Song , Yukai Huang , Ke Li , Daniel Povey , Yujun Wang


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An Asynchronous WFST-Based Decoder For Automatic Speech Recognition



Hang Lv , Zhehuai Chen , Hainan Xu , Daniel Povey , Lei Xie , Sanjeev Khudanpur

* 5 pages, 5 figures, icassp 

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A Parallelizable Lattice Rescoring Strategy with Neural Language Models



Ke Li , Daniel Povey , Sanjeev Khudanpur

* To appear at ICASSP 2021. 5 pages, 1 figure 

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Wake Word Detection with Streaming Transformers



Yiming Wang , Hang Lv , Daniel Povey , Lei Xie , Sanjeev Khudanpur

* Accepted at IEEE ICASSP 2021. 5 pages, 3 figures 

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Wake Word Detection with Alignment-Free Lattice-Free MMI



Yiming Wang , Hang Lv , Daniel Povey , Lei Xie , Sanjeev Khudanpur

* Submitted to Interspeech 2020. 5 pages, 3 figures 

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PyChain: A Fully Parallelized PyTorch Implementation of LF-MMI for End-to-End ASR



Yiwen Shao , Yiming Wang , Daniel Povey , Sanjeev Khudanpur

* Submtted to Interspeech 2020 

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