Research Article

[Retracted] Application of an Improved LSTM Model to Emotion Recognition

Table 5

Model parameter settings.

ParameterParameter value

Learning rate0.1, 0.05, 0.01, 0.005, 0.01
Batchsize16, 32, 64, 128
Dropout0–0.03, 0.04–0.5, 0.06–0.08, 0.09–0.11, 0.12–0.15, 0.15–0.2
Iterations50, 100, 150, 200, 300, 500, 1000
K_folds5, 10, 15
OptimizerAdam, RMSprop, SGD