Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks

23 Oct 2019 Xingchen Song Guangsen Wang Zhiyong Wu Yiheng Huang Dan Su Dong Yu Helen Meng

Self-attention network (SAN) can benefit significantly from the bi-directional representation learning through unsupervised pretraining paradigms such as BERT and XLNet. In this paper, we present an XLNet-like pretraining scheme "Speech-XLNet" for unsupervised acoustic model pretraining to learn speech representations with SAN... (read more)

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