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Computational and Mathematical Methods
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Computational and Mathematical Methods
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2022
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Article
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Tab 15
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Research Article
An LSTM-Autoencoder Architecture for Anomaly Detection Applied on Compressors Audio Data
Table 15
Computational time comparison among employed models (created by authors).
Total train time (s)
Avg. epoch time (s) (in 50 epochs)
GRU
52
1.04
LSTM
52
1.04
Stacked LSTM
56
1.12
Stacked GRU
55
1.1
LSTM-AE
801
16.02