2016
INTERSPEECH
INTERSPEECH 2016
Measuring Pronunciation Improvement in Users of CAPT Tool TipTopTalk!
Abstract
We present a L2 pronunciation training serious game based on the minimal-pairs technique, incorporating sequences of exposure, discrimination and production, and using text-to-speech and speech recognition systems. We have measured the quality of users’ production during a period of time in order to assess improvement after using the application. Substantial improvement is found among users with poorer initial performance levels. The program’s gamification resources manage to engage a high percentage of users. A need is felt to include feedback for users in future versions with the purpose of increasing their performance and avoiding the performance drop detected after protracted use of the tool.
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Conference Pioneer
— INTERSPEECH 2016
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Keyword Pioneer
— computer-assisted pronunciation training
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Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio