표 1. | Table 1. DNN & CNN 식별기 분류 성능 결과 | Results of DNN & CNN classification performance

Types of fluent and stuttered disfluencies Precision Recall F1-score Accuracy
DNN sound repetition 0.93 0.76 0.84 0.97
word repetition 0.55 0.21 0.30
phase repetition 0.72 0.59 0.65
prolongation 0.93 0.38 0.53
CNN sound repetition 0.91 0.93 0.92 0.99
word repetition 0.78 0.69 0.73
phase repetition 0.78 0.81 0.80
prolongation 0.96 0.97 0.96
DNN, deep neural network; CNN, convolutional neural network.