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Table 8 Comparative experiment based on the effectiveness of the attention mechanism

From: Spatial and temporal learning representation for end-to-end recording device identification

Network model End-to-end (ACC)
DNN + Bi-LSTM + splicing 97.3%
DNN + Bi-LSTM + attention 97.5%