5 citations · 9 across the 3 of their papers we have counts for
3 papers
A comparative analysis between Conformer-Transducer, Whisper, and wav2vec2 for improving the child speech recognition
Andrei Barcovschi, Rishabh Jain, Peter Corcoran
Automatic Speech Recognition (ASR) systems have progressed significantly in their performance on adult speech data; however, transcribing child speech remains challenging due to th…
Adaptation of Whisper models to child speech recognition
Rishabh Jain, Andrei Barcovschi, Mariam Yiwere +2
Automatic Speech Recognition (ASR) systems often struggle with transcribing child speech due to the lack of large child speech datasets required to accurately train child-friendly…
A Wav2vec2-Based Experimental Study on Self-Supervised Learning Methods to Improve Child Speech Recognition
Rishabh Jain, Andrei Barcovschi, Mariam Yiwere +3
Despite recent advancements in deep learning technologies, Child Speech Recognition remains a challenging task. Current Automatic Speech Recognition (ASR) models require substantia…