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eess.AS2021
End-to-End Neural Systems for Automatic Children Speech Recognition: An Empirical Study
Prashanth Gurunath Shivakumar, Shrikanth Narayanan
A key desiderata for inclusive and accessible speech recognition technology is ensuring its robust performance to children's speech. Notably, this includes the rapidly advancing ne…
eess.AS2018
Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations
Prashanth Gurunath Shivakumar, Panayiotis Georgiou
Children speech recognition is challenging mainly due to the inherent high variability in children's physical and articulatory characteristics and expressions. This variability man…