Using Character-Level Sequence-to-Sequence Model for Word Level Text Generation to Enhance Arabic Speech Recognition

MA Azim, W Hussein, NL Badr - IEEE Access, 2023 - ieeexplore.ieee.org
Owing to the linguistic richness of the Arabic language, which contains more than 6000
roots, building a reliable Arabic language model for Arabic speech recognition systems …

Investigating Lattice-Free Acoustic Modeling for Children Automatic Speech Recognition in Low-Resource Settings Under Mismatched Conditions

V Kadyan, P Bawa, R Choudhary - SN Computer Science, 2024 - Springer
Abstract The progress of Automatic Speech Recognition (ASR) for children has been slower
in languages with limited resources due to various challenges such as lack of training data …

Comprehensive Phonological Analysis for Clinical Implication Using Self-Attention Based Grapheme to Phoneme Modeling Under Low-Resource Conditions

P Bawa, V Kadyan, M Singh - 2023 31st Irish Conference on …, 2023 - ieeexplore.ieee.org
Within the field of speech recognition, a significant obstacle occurs when faced with low-
resource situations charac-terized by a scarcity of accessible speech data, which is also het …