The development of a speech training system using speaker recognition

Abstract

Speaker recognition technology can identify the speaker from the voice. In this study, a speech training system using speaker recognition was developed to practice roles. In order to improve the accuracy of speaker recognition, new samples were recorded to evaluate which roles they sound like. The results were used to train a machine learning model. The speaker recognition accuracy of the newly trained model was improved compared with the previous model. Also many subjects responded that they enjoyed the training and they would like to do it again. It was concluded that the new system provides good practice for voice acting. This speech training system allows even beginners to easily practice voice acting.