ISCA Archive Interspeech 2006
ISCA Archive Interspeech 2006

Computer aided pronunciation learning system using speech recognition techniques

Sherif Mahdy Abdou, Salah Eldeen Hamid, Mohsen Rashwan, Abdurrahman Samir, Ossama Abdel-Hamid, Mostafa Shahin, Waleed Nazih

This paper describes a speech-enabled Computer Aided Pronunciation Learning (CAPL) system HAFSS. This system was developed for teaching Arabic pronunciations to non-native speakers. A challenging application of HAFSS is teaching the correct recitation of the holy QurÂ’an. HAFSS uses a state of the art speech recognizer to detect errors in user recitation. To increase accuracy of the speech recognizer, only probable pronunciation variants, that cover all common types of recitation errors, are examined by the speech decoder. A module for the automatic generation of pronunciation hypotheses is built as a component of the system. A phoneme duration classification algorithm is implemented to detect recitation errors related to phoneme durations. The decision reached by the recognizer is accompanied by a confidence score to reduce effect of misleading system feedbacks to unpredictable speech inputs. Performance evaluation using a data set that includes 6.6% wrong speech segments showed that the system correctly identified the error in 62.4% of pronunciation errors, reported "Repeat Request" for 22.4% of the errors and made false acceptance of 14.9% of total errors.

doi: 10.21437/Interspeech.2006-287

Cite as: Abdou, S.M., Hamid, S.E., Rashwan, M., Samir, A., Abdel-Hamid, O., Shahin, M., Nazih, W. (2006) Computer aided pronunciation learning system using speech recognition techniques. Proc. Interspeech 2006, paper 1888-Tue1WeS.9, doi: 10.21437/Interspeech.2006-287

  author={Sherif Mahdy Abdou and Salah Eldeen Hamid and Mohsen Rashwan and Abdurrahman Samir and Ossama Abdel-Hamid and Mostafa Shahin and Waleed Nazih},
  title={{Computer aided pronunciation learning system using speech recognition techniques}},
  booktitle={Proc. Interspeech 2006},
  pages={paper 1888-Tue1WeS.9},