Research Article

Estimation of Accuracy in Human Gender Identification and Recall Values Based on Voice Signals Using Different Classifiers

Table 3

Average and recall values for proposed models to identify the female voice samples.

Female
AlgorithmsData setsAverage
Set 1Set 2Set 3Set 4Set 5Set 6

LDA70.0469.3762.3359.0361.6761.1763.94
RNN-BiLSTM96.7194.6294.8691.4392.2090.4893.38
SVM72.6371.3465.0562.2166.3264.7267.05