Browsing by Subject "HMM"

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  • Evaluation of different classifiers for sinhala pos tagging 
    Fernando, S; Ranathunga, S [Conference-Full-text]
    This paper presents a comparative evaluation of three state-of-the-art classifiers for Sinhala Parts-of-Speech (POS) tagging. Support Vector Machines (SVM), Hidden Markov Models (HMM) and Conditional Random Fields (CRF) ...
  • Short-term traffic prediction with visitor location registry data 
    Dilhasha, F; Fernando, K; Godahewa, R; Ossen, S; Perara, AS; Walpola, M [Conference-Abstract]
    Increasing road traffic is a major issue in current world. In this paper, we propose a set of prediction models that can perform short term traffic prediction for a given road segment. These prediction models have been ...
  • Sinhala speech recognition for interactive voice response systems accessed through mobile phones 
    Manamperi, W; Karunathilake, D; Madhushani, T; Galagedara, N; Dias, D [Conference-Full-text]
    This paper presents the development of a Sinhala Speech Recognition System to be deployed in an Interactive Voice Response (IVR) system of a telecommunication service provider. The main objectives are to recognize Sinhala ...