Speech document summarization using neural network

dc.contributor.authorBalasundaram, K
dc.contributor.authorAmalraj, CRJ
dc.contributor.editorSudantha, BH
dc.date.accessioned2022-11-18T06:40:48Z
dc.date.available2022-11-18T06:40:48Z
dc.date.issued2019-12
dc.description.abstractText summarization is important to reduce content overloaded. Our aim of the automatic text summarization is extract the main content from the speech in a meeting or conference for the document purpose. It is difficult to remember all the things by human. At the same time when we write about the meeting/conference there is possibility to miss the content because of some inconvenience like noises, become lazy by the long speech, getting tired and other distraction . We have proposed an automatic system which can be help to get the summarized document. At First, we translate the recorded speech in to text document using google speech recognition API. Then summarization is done using that text document.en_US
dc.identifier.citationK. Balasundaram and C. R. J. Amalraj, "Speech Document Summarization using Neural Network," 2019 4th International Conference on Information Technology Research (ICITR), 2019, pp. 1-3, doi: 10.1109/ICITR49409.2019.9407785.en_US
dc.identifier.conference4th International Conference in Information Technology Research 2019en_US
dc.identifier.departmentInformation Technology Research Unit, Faculty of Information Technology, University of Moratuwa.en_US
dc.identifier.doidoi: 10.1109/ICITR49409.2019.9407785en_US
dc.identifier.facultyITen_US
dc.identifier.placeColombo,Sri Lankaen_US
dc.identifier.proceedingProceedings of the 4th International Conference in Information Technology Research 2019en_US
dc.identifier.urihttp://dl.lib.uom.lk/handle/123/19565
dc.identifier.year2019en_US
dc.language.isoenen_US
dc.publisherInformation Technology Research Unit, Faculty of Information Technology, University of Moratuwa, Sri Lankaen_US
dc.relation.urihttps://ieeexplore.ieee.org/document/9407785/en_US
dc.subjectText summarizationen_US
dc.subjectAbstractive summaryen_US
dc.subjectExtractive summaryen_US
dc.subjectNLPen_US
dc.subjectWord Embeddingen_US
dc.subjectRNNen_US
dc.titleSpeech document summarization using neural networken_US
dc.typeConference-Full-texten_US

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