ProfessorsProfessors of University of ColomboRandil Pushpananda

Randil Pushpananda

University of Colombo

H-index: 7

Asia-Sri Lanka

About Randil Pushpananda

Randil Pushpananda, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at University of Colombo, specializes in the field of Natural Language Processing, Machine Learning, Speech Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-modal Deep Learning Approach to Improve Sentence level Sinhala Sign Language Recognition

Image Caption Generator for Sinhala Using Deep Learning

Applying Deep Learning for Morphological Analysis in the Sinhala Language

Sinhala dependency treebank (stb)

Context aware back-transliteration from english to sinhala

A hybrid approach for detection of fake news in sinhala text

Improve sinhala speech recognition through e2e lf-mmi model

The impact of using pre-trained word embeddings in Sinhala chatbots

Randil Pushpananda Information

University	University of Colombo
Position	Senior Lecturer School of Computing
Citations(all)	127
Citations(since 2020)	99
Cited By	56
hIndex(all)	7
hIndex(since 2020)	7
i10Index(all)	4
i10Index(since 2020)	2
Email	Access Email
University Profile Page	University of Colombo
Google Scholar	View Google Scholar Profile

Randil Pushpananda Skills & Research Interests

Natural Language Processing

Machine Learning

Speech Processing

Top articles of Randil Pushpananda

Title	Journal	Author(s)	Publication Date
Multi-modal Deep Learning Approach to Improve Sentence level Sinhala Sign Language Recognition	The International Journal on Advances in ICT for Emerging Regions	HHSN Haputhanthri HMN Tennakoon MASM Wijesekara BHR Pushpananda HND Thilini	2023/12/12
Image Caption Generator for Sinhala Using Deep Learning	The International Journal on Advances in ICT for Emerging Regions	Damsara Ranasinghe Randil Pushpananda Ruvan Weerasinghe	2023/12/12
Applying Deep Learning for Morphological Analysis in the Sinhala Language	The International Journal on Advances in ICT for Emerging Regions	Yasas D Ekanayaka Randil Pushpananda Viraj Welgama Chamila Liyanage	2023/12/12
Sinhala dependency treebank (stb)		Chamila Liyanage Kengatharaiyer Sarveswaran Thilini Nadungodage Randil Pushpananda	2023/3
Context aware back-transliteration from english to sinhala		Rushan Nanayakkara Thilini Nadungodage Randil Pushpananda	2022/11/30
A hybrid approach for detection of fake news in sinhala text		Lalinda Udurawana Ruvan Weerasinghe Randil Pushpananda	2022/11/30
Improve sinhala speech recognition through e2e lf-mmi model		Buddhi Gamage Randil Pushpananda Thilini Nadungodage Ruwan Weerasinghe	2021/12
The impact of using pre-trained word embeddings in Sinhala chatbots		Bimsara Gamage Randil Pushpananda Ruvan Weerasinghe	2020/11/4
A Mobile-Based Alphabet Learning Game To Intervene Dyslexia Among Children		Gayani Rupasinghe Roshan Abeyweera Randil Pushpananda Ruvan Weerasinghe	2020/11/4
Usage of combinational acoustic models (dnn-hmm and sgmm) and identifying the impact of language models in sinhala speech recognition		Buddhi Gamage Randil Pushpananda Ruvan Weerasinghe Thilini Nadungodage	2020/11/4
Exploring Neural Machine Translation for Sinhala-Tamil Languages Pair		LNASH Nissanka BHR Pushpananda AR Weerasinghe	2020/11/4
Cross language information retrieval for accessing the english web in sinhala		Mohamed Hunais Mohamed Hisan AR Weerasinghe BHR Pushpananda	2020/11/4
A comparison of transformer, recurrent neural networks and SMT in Tamil to Sinhala MT		Ashmari Pramodya Randil Pushpananda Ruvan Weerasinghe	2020/11/4