{"_buckets": {"deposit": "094f65e4-5ee7-49ec-a321-9046387cf55a"}, "_deposit": {"id": "4200", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "4200"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/4200", "sets": ["1597824273898", "user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Audio Classification Framework based on DSVM", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "The explanation of how a decision made isimportant for accepting the machine learningtechnology, especially for applications such asmultimedia. SVMs have shown strong generalizationability in a number of application areas, includingaudio classification. However, the poorcomprehensibility hinders the success of the SVM foraudio class prediction. On the other hand, a decisiontree has good comprehensibility. This approachcombines the SVM with decision tree. We use theSVM as a decision of binary tree to select stronginstances to generate rules; it is known as decisionSVM (DSVM). We considered eight audio classes:silence, non-silence, speech with music, speech withnoise, music with environment sound, instrumentalmusic, environmental sound and noise. Thisclassification and analysis is intended to analyze thestructure of the sports video."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-08-06"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "59003.pdf", "filesize": [{"value": "273 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 273000.0, "url": {"url": "https://meral.edu.mm/record/4200/files/59003.pdf"}, "version_id": "9d09c951-c1ed-444d-b3ec-ca063044c612"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fourth Local Conference on Parallel and Soft Computing", "subitem_pages": "", "subitem_volume": ""}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "", "subitem_c_date": "", "subitem_conference_title": "", "subitem_part": "", "subitem_place": "", "subitem_session": "", "subitem_website": ""}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{"subitem_book_title": "", "subitem_isbn": "", "subitem_pages": "", "subitem_place": "", "subitem_publisher": ""}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_awarding_university": "", "subitem_supervisor(s)": [{"subitem_supervisor": ""}]}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Lin, K Zin"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2009-12-30"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://ucsy.edu.mm/onlineresource/handle/123456789/1894"}, "item_title": "Audio Classification Framework based on DSVM", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000004200", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-08-06"}, "publish_date": "2019-08-06", "publish_status": "0", "recid": "4200", "relation": {}, "relation_version_is_last": true, "title": ["Audio Classification Framework based on DSVM"], "weko_shared_id": -1}