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Table 1 Implementation details for all machine types

From: Transformer-based autoencoder with ID constraint for unsupervised anomalous sound detection

 

Fan

Pump

Slider

Valve

ToyCar

ToyConveyor

n_FFT

1024

n_Mels

128

Hop length

512

Frames

5

\(\alpha\)

0.3

r

1.00

1.00

0.96

0.92

1.00

1.00

\(\beta\)

0.84

0.82

0.80

0.72

0.62

0.98