Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling

Convolutional neural networks (CNNs) with dilated filters such as the Wavenet or the Temporal Convolutional Network (TCN) have shown good results in a variety of sequence modelling tasks. However, efficiently modelling long-term dependencies in these sequences is still challenging. Although the rece...

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Hauptverfasser:	Stoller, Daniel, Tian, Mi, Ewert, Sebastian, Dixon, Simon
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Sound Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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