The proposed tone assessment method, which utilizes an SN integrated with two large-scale image recognition models, is illustrated in Fig. 1. The SN is employed in this approach to compute the paired tones’ discrepancies, while ResNet-18…
Evaluating Mandarin tone pronunciation accuracy for second language learners using a ResNet-based Siamese network
