TABLE 3.

Exact parameters of the used LSTM network (FSDD data set).

Layer	Type	Input-output-dim	Activation	Characteristics
1	GroupToBatches	9,000, 30; 45, 6,000
2	LSTM	45, 6,000; 45, 200	tanh
3	DropOut	45, 200; 45, 200		Dropout: 0.5
4	LSTM	45, 200; 45, 100	tanh
5	DropOut	45, 100; 45, 100		Dropout: 0.5
6	TimeDistributed Dense	45, 100; 45, 100
7	DropOut	45, 100; 45, 100		Dropout: 0.5
8	TimeDistributed Dense	45, 100; 45, 10