Research Article
[Retracted] An Operating Status Analysis System of Reactor Equipment Based on Voiceprint Recognition Technology
Table 2
CNN network structure used for transformer core voiceprint recognition.
| Layer type | Number of channels | Core/moving step length | Activation function/pooled type/batch normalization/dropout |
| Input | 3 | | Batch normalization | Convolution layer | 32 | 3 × 3/1 | ReLU, batch normalization | Pooling layer | 32 | 3 × 3/2 | Max pooling | Convolution layer | 64 | 3 × 3/1 | ReLU | Pooling layer | 64 | 2 × 2/2 | Max pooling | Convolution layer | 128 | 3 × 3/1 | ReLU | Pooling layer | 128 | 2 × 2/2 | Max pooling, batch normalization | The connection layer | 1024 | | Dropout | The connection layer | 1024 | | Dropout, softmax | Output | 3 | | |
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