An LSTM-Autoencoder Architecture for Anomaly Detection Applied on Compressors Audio Data

Figure 9

Models performance evaluation with accuracy plots.

(a) GRU-1

(b) GRU-2

(c) Stacked GRU

(d) LSTM

(e) LSTM-1

(f) Stacked LSTM

(g) LSTM-Autoencoder