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Browsing by Author "Pa, Win Pa"

Browsing by Author "Pa, Win Pa"

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  • Myanmar News Retrieval in Vector Space Model using Cosine Similarity Measure 
    Oo, Hay Man; Pa, Win Pa (Proceedings of the Eighteenth International Conference On Computer Applications (ICCA 2020), 2020-02-28)
    Information Retrieval (IR) is an effective means of retrieving the best relevant document to user query. Nowadays, the problem of documents similarity deals with IR is retrieving required information from a large amount ...
  • Myanmar Part Of Speech Tagging using Backpropagation Neural Network 
    Hnin, Hay Mar; Pa, Win Pa (Eighth Local Conference on Parallel and Soft Computing, 2017-12-27)
    POS tagging is the process of automatic assigning a for each word with their categories that best suits the definition of the word as well as the context of the sentence of a natural language in which it is used. It ...
  • Myanmar Spelling Correction Based On N-grams Model 
    Win, Thazin; Pa, Win Pa (ICCA, 2021-02-25)
    This paper describes Myanmar spelling correction intended for real-word errors and non-word errors. There are three main modules in this paper. They are error detection,candidates generation, error correction. Dictionary ...
  • MyanmarBERT:Myanmar Pre-trained Language Model using BERT 
    Win, Saw; Pa, Win Pa (ICCA, 2021-02-25)
    Myanmar language is a low-resource language as well as obtaining large-scale cleaned data for natural language processing(NLP) tasks, it is challenging and expensive with the progress in NLP. Deep learning has boosted the ...
  • String to Tree and Tree to String Statistical Machine Translation for Myanmar Language 
    Thu, Ye Kyaw; Pa, Win Pa; Finch, Andrew; Sumita, Eiichiro; Htike, Khin War War (Fourteenth International Conference On Computer Applications (ICCA 2016), 2016-02-25)
    This paper contributes the first published evaluation of the quality of string-to-tree (S2T) and tree-to-string (T2S) statistical machine translation methods between Myanmar and Chinese, English, French, German in ...
  • Syllable Pronunciation Features for Myanmar Grapheme to Phoneme Conversion 
    Thu, Ye Kyaw; Pa, Win Pa; Finch, Andrew; Hlaing, Aye Mya; Naing, Hay Mar Soe; Sumita, Eiichiro; Hori, Chiori (Thirteenth International Conferences on Computer Applications(ICCA 2015), 2015-02-05)
    Grapheme-to-Phoneme (G2P) conversion is a necessary step for speech synthesis and speech recognition. This paper addresses the problem of grapheme to phoneme conversion for the Myanmar language. In our method, we propose ...
  • Time Delay Neural Network for Myanmar Automatic Speech Recognition 
    Aung, Myat Aye Aye; Pa, Win Pa (Proceedings of the Eighteenth International Conference On Computer Applications (ICCA 2020), 2020-02-28)
    Time Delay Neural Network (TDNN) contains in neural network architectures. In Automatic Speech Recognition, TDNN is strong possibility in context modeling and recognizes phonemes and acoustic features, independent of ...
  • Towards Burmese (Myanmar) Morphological Analysis: Syllable-based Tokenization and Part-of-speech Tagging 
    Ding, Chen Chen; Aye, Hnin Thu Zar; Pa, Win Pa; Nwet, Khin Thandar; Soe, Khin Mar; Utiyama, Masao; Sumita, Eiichiro (ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP) Journal, 2019-06)
    This article presents a comprehensive study on two primary tasks in Burmese (Myanmar) morphological analysis: tokenization and part-of-speech (POS) tagging. Twenty thousand Burmese sentences of newswire are annotated ...
  • Unsupervised Dependency Corpus Annotation for Myanmar Language 
    Aye, Hnin Thu Zar; Pa, Win Pa; Thu, Ye Kyaw (21st International Conference of Oriental COCOSDA (2018), 2018)
    Dependency parsing can provide the connection of linguistic unit (words) by a directed links. This paper presents annotating a general domain corpus by using unsupervised approach by applying Universal part-of-speech ...
  • Unsupervised Dependency Parsing for Myanmar Language using Part-of-Speech Information 
    Aye, Hnin Thu Zar; Pa, Win Pa; Thu, Ye Kyaw (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    In this paper, we present the preliminary experiments of unsupervised dependency parsing on raw segmented and part-of-speech (POS) tagged corpus of Myanmar language. This experiment is aimed to support building treebank ...
  • Web Page Layouts Retrieving by using Hungarian Method 
    Soe, Than Than; Pa, Win Pa (Eighth Local Conference on Parallel and Soft Computing, 2017-12-27)
    It is very difficult for inexperienced user to design good-looking web page layouts. Even with WYSIWYG (What You See Is What You Get) editors, it is still difficult to obtain desired results because one must combine ...
  • Word-based Myanmar Text-to-Speech with CLUSTERGEN 
    Hlaing, Aye Mya; Pa, Win Pa (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    In Myanmar language, word information is important for the naturalness of Myanmar speech because pronunciation changes depend on word information. In this paper, Myanmar speech synthesis with word information has ...

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