60 citations · 297 across the 17 of their papers we have counts for
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cs.SD2019★ 20 cited
Unsupervised pre-training for sequence to sequence speech recognition
Zhiyun Fan, Shiyu Zhou, Bo Xu
This paper proposes a novel approach to pre-train encoder-decoder sequence-to-sequence (seq2seq) model with unpaired speech and transcripts respectively. Our pre-training method is…
stat.ML2019★ 36 cited
Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach
Raed Kontar, Garvesh Raskutti, Shiyu Zhou
Recently there has been an increasing interest in the multivariate Gaussian process (MGP) which extends the Gaussian process (GP) to deal with multiple outputs. One approach to con…