Browsing MERCon - 2022 by Subject "Sinhala"

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  • A deep learning ensemble hate speech detection approach for sinhala tweets 
    Munasinghe, S; Thayasivam, U [Conference-Full-text]
    We live in an era where social media platforms play a key role in society. These platforms support most of the native languages and this has enabled people to express their opinions conveniently. Also, it is very common ...
  • Enhanced time delay neural network architectures for sinhala speech recognition 
    Warusawithana, D; Kulaweera, N; Weerasinghe, L; Karunarathne, B [Conference-Full-text]
    Automatic Speech Recognition (ASR) has become a fast-growing research domain due to advancements in Machine Learning. In addition to the development of large training corpora, the introduction of novel architectures for ...
  • Erroff: a tool to identify and correct real-word errors in sinhala documents 
    Sudesh, P; Dashintha, D; Lakshan, R; Dias, G [Conference-Full-text]
    Sinhala is a low-resource Indo-Aryan language used by approximately 16 million people, mainly in Sri Lanka. Because of the complexity of the Sinhala language, detection of spelling errors is not so easy. A real-word error ...
  • Language model-based spell-checker for Sri Lankan names and addresses 
    Udagedara, Y; Elikewela, B; Thayasivam, U [Conference-Full-text]
    Names are used abundantly in various applications, but traditional spell-checkers are not adapted to correcting errors in names. In this research, we suggest a spell-checker for Sri Lankan names and addresses. The main ...
  • Sinhala fingerspelling sign language recognition with computer vision 
    Weerasooriya, AA; Ambegoda, TD [Conference-Full-text]
    Computer vision based sign language translation is usually based on using thousands of images or video sequences for model training. This is not an issue in the case of widely used languages such as American Sign Language. ...