{"_buckets": {"deposit": "d01109cd-a77d-47e2-a568-0c884720b693"}, "_deposit": {"created_by": 71, "id": "7419", "owner": "71", "owners": [71], "owners_ext": {"displayname": "Kay_Thwe", "username": "kay_thwe"}, "pid": {"revision_id": 0, "type": "depid", "value": "7419"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/00007419", "sets": ["user-miit"]}, "communities": ["miit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "A Study On Feature Analysis Using Sparse Representation For Music Classification", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "This paper presents the first attempt to classify\nfor Myanmar ethnic music by using sparse\nrepresentation classification method to define the\nclass label according to their ethnic traditional style.\nIn this system, the only five myanmar ethnic groups\nare considered such as Kachin, Kayin, Mon, Shan,\nRakhine. The classification system describe the\nbetter accuracy by analysing the temporal features\nand spectral features, the best outcome by\ncalculating all the results based on Sparse\nRepresentation classifier in compared with K Nearest\nNeighbors classifier. Therefore, this audio\nclassification achieved the results by evaluating\nfeature combination and the best feature combination\nby using SRC and KNN classfier. With all the features\nof all ethnic classes, the overall outcome of the SRC\n64%, which is better than 54% of the overall KNN\naccuracy. All features (114) combination give the best\nresults of 82% for Kayin ethnic songs than other\nethnic songs.The feature combination of MFCC(std,\ndeltamean) are tested on all of five ethnic classes\nwhich is the best classification results of 75.00%\naccuracy from SRC classifier than the classification\nresults of 51.33% from KNN classifier."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value_mlt": [{"interim": "myanmar ethnic music, sparse representation classifier, k nearest neighbors, temporal feature, spectral feature"}]}, "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": "A Study On Feature Analysis Using Sparse Representation For Music Classification.pdf", "filesize": [{"value": "1.1 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_0", "mimetype": "application/pdf", "size": 1100000.0, "url": {"url": "https://meral.edu.mm/record/7419/files/A Study On Feature Analysis Using Sparse Representation For Music Classification.pdf"}, "version_id": "0d5df97d-8a5a-4f1c-808c-e0f9d1954daf"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "No-1", "subitem_journal_title": "Journal of Research and Applications (JRA), UCSMTLA, 2019", "subitem_pages": "80-87", "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": "2019-12-12"}, "item_title": "A Study On Feature Analysis Using Sparse Representation For Music Classification", "item_type_id": "21", "owner": "71", "path": ["1582963674932", "1597397050488"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000007419", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2021-01-12"}, "publish_date": "2021-01-12", "publish_status": "0", "recid": "7419", "relation": {}, "relation_version_is_last": true, "title": ["A Study On Feature Analysis Using Sparse Representation For Music Classification"], "weko_shared_id": -1}