A deep neural network-based automatic mispronunciation detection in Bengali accented English speech
Journal: Discover Computing
Year: 2026

Learning a second language, especially English, became necessary as globalisation started. One crucial component of language learning resources is computer-assisted pronunciation training, or CAPT. Automatic mispronunciation detection (AMD) is the central feature of CAPT. With AMD, errors in pronunciation are automatically diagnosed, which is important for students to recognise their mispronunciation and work on their articulation. However, in non-native English speech scenarios, most AMDs fail