2 papers
eess.AS2024
Explaining Spectrograms in Machine Learning: A Study on Neural Networks for Speech Classification
Jesin James, Balamurali B. T., Binu Abeysinghe +1
This study investigates discriminative patterns learned by neural networks for accurate speech classification, with a specific focus on vowel classification tasks. By examining the…
eess.AS2022
Visualising Model Training via Vowel Space for Text-To-Speech Systems
Binu Abeysinghe, Jesin James, Catherine I. Watson +1
With the recent developments in speech synthesis via machine learning, this study explores incorporating linguistics knowledge to visualise and evaluate synthetic speech model trai…