Pronunciation Scoring With Goodness of Pronunciation and Dynamic Time Warping

Pronunciation Scoring With Goodness of Pronunciation and Dynamic Time Warping

The current pronunciation scoring based on Goodness of Pronunciation (GOP) uses posterior probabilities of the Acoustic Models. Such algorithms suffer from generalization since they are utilized to determine a score metric for each phoneme rather than on the completeness or comparison with the ideal...

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Bibliographic Details
Main Authors: Kavita Sheoran, Arpit Bajgoti, Rishik Gupta, Nishtha Jatana, Geetika Dhand, Charu Gupta, Pankaj Dadheech, Umar Yahya, Nagender Aneja
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Pronunciation scoring
goodness of pronunciation
hidden Markov model-deep neural network
dynamic time warping
kaldi
speechocean762
Online Access:https://ieeexplore.ieee.org/document/10042421/

Internet

https://ieeexplore.ieee.org/document/10042421/

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