{"_buckets": {"deposit": "15e76e76-54c6-4e92-ac44-1f7567b63f0e"}, "_deposit": {"created_by": 71, "id": "7421", "owner": "71", "owners": [71], "owners_ext": {"displayname": "Kay_Thwe", "username": "kay_thwe"}, "pid": {"revision_id": 0, "type": "depid", "value": "7421"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/00007421", "sets": ["1582963674932", "1597397050488", "user-miit"]}, "communities": ["miit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Evaluation of the Combination of Features for Classifying Traditional Songs", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "In this paper, the problem of music\nclassification and highly similar of cultural music style\nof Myanmar’s ethnic music is examined. The\nexperiments are conducted by using the combination of\ntimbre features and combining the nine major features.\nFor this work, in the use of classification methods,\nSparse Representation Classifier and k-Nearest\nNeighbours classifier are commonly used which is to\ncompare the classification results. Moreover, it shows\nthat MFCC (FC4, FC5, FC6) feature combination gives\n79% of best classification result with the use of SRC\nclassifier. When all feature combinations are used, the\nSRC provide the best classification accuracy of 81.64%\nfor Shan ethnic songs than other ethnic songs"}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "Sparse Representation Classifier, k- Nearest Neighbors, Timbre feature, Mel frequency Cepstral Coefficients"}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2021-01-12"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "Evaluation of the Combination of Features for Classifying Traditional Songs.pdf", "filesize": [{"value": "494 KB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_0", "mimetype": "application/pdf", "size": 494000.0, "url": {"url": "https://meral.edu.mm/record/7421/files/Evaluation of the Combination of Features for Classifying Traditional Songs.pdf"}, "version_id": "4ba8f41d-a3e2-44c1-8539-269cfd0867fe"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "No-1", "subitem_journal_title": "University Journal of Computer Applications and Research (JCAR 2020)", "subitem_pages": "63-69", "subitem_volume": "Vol-1"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "May Thu Myint"}, {"subitem_authors_fullname": "Phyu Phyu Khaing"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Journal article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2020-05-12"}, "item_title": "Evaluation of the Combination of Features for Classifying Traditional Songs", "item_type_id": "21", "owner": "71", "path": ["1582963674932", "1597397050488"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000007421", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2021-01-12"}, "publish_date": "2021-01-12", "publish_status": "0", "recid": "7421", "relation": {}, "relation_version_is_last": true, "title": ["Evaluation of the Combination of Features for Classifying Traditional Songs"], "weko_shared_id": -1}