Survey on publicly available sinhala natural language processing tools and research

N De Silva - arXiv preprint arXiv:1906.02358, 2019 - arxiv.org
Sinhala is the native language of the Sinhalese people who make up the largest ethnic
group of Sri Lanka. The language belongs to the globe-spanning language tree, Indo …

Usage of combinational acoustic models (dnn-hmm and sgmm) and identifying the impact of language models in sinhala speech recognition

B Gamage, R Pushpananda… - … on Advances in ICT …, 2020 - ieeexplore.ieee.org
Automatic Speech Recognition (ASR) is one of the most discussed areas in Natural
Language Processing (NLP) because this technology is needed to enable and improve the …

Development of low resource machine learning models for child cognitive ability assessments

A Kahawanugoda, K Gnanarathna… - … on Advancements in …, 2022 - ieeexplore.ieee.org
Automated cognitive assessment tools are state-of-the-art in assessing cognition
development. Due to the low availability of resources, building automated cognitive ability …

Step-by-Step Process of Building Voices for Under Resourced Languages using MARY TTS Platform

M Senarathna, K Pulasinghe… - 2022 4th International …, 2022 - ieeexplore.ieee.org
This paper presents a comprehensive guide for creating synthetic voices to support under
resourced languages for the MaryTTS platform. Although researchers have extensively …

Applicability of End-to-End Deep Neural Architecture to Sinhala Speech Recognition

B Gamage, R Pushpananda… - … Journal on Advances …, 2024 - journal.icter.org
This research presents a study on the application of end-to-end deep learning models for
Automatic Speech Recognition in the Sinhala language, which is characterized by its high …

Lip Synchronization Model For Sinhala Language Using Machine Learning

D Ranaweera, R Weerasinghe… - 2024 4th International …, 2024 - ieeexplore.ieee.org
Realistic lip-synchronized animations can be produced by the appropriately timed voice and
lip motions of the cartoon character. This process is called as “lip synchronization”. Building …