{"_buckets": {"deposit": "eb1b0b79-f332-4396-b9fe-b3197316bd0f"}, "_deposit": {"created_by": 73, "id": "7691", "owner": "73", "owners": [73], "owners_ext": {"displayname": "", "username": ""}, "pid": {"revision_id": 0, "type": "depid", "value": "7691"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/00007691", "sets": ["user-miit"]}, "communities": ["miit"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Transfer Learning Based  Myanmar Sign Language  Recognition for Myanmar  Consonants", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Information and communication technologies (ICTs) provide people with disabilities to better integrate socially and economically into their communities by supporting access to information and knowledge, learning and teaching situations, personal communication and interaction. Our research purpose is to develop systems that will provide communication and educational assistance to persons with hearing disability using Natural Language Processing (NLP). In this paper, we present corpus building for Myanmar sign language (MSL), Machine Translation (MT) between MSL, Myanmar written text (MWT) and Myanmar SignWriting (MSW) and two Fingerspelling keyboard layouts for Myanmar SignWriting. We believe that the outcome of this research is useful for educational contents and communication between hearing disability and general people."}]}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2021-01-21"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "Transfer Learning.pdf", "filesize": [{"value": "2.9 MB"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_3", "mimetype": "application/pdf", "size": 2900000.0, "url": {"url": "https://meral.edu.mm/record/7691/files/Transfer Learning.pdf"}, "version_id": "5a064bb6-2669-474d-81bd-931df484b90d"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "Issue 1", "subitem_journal_title": "Transfer Learning Based  Myanmar Sign Language  Recognition for Myanmar  Consonants", "subitem_pages": "Pages 35-44", "subitem_volume": "Volume 4"}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Ni Htwe Aung"}, {"subitem_authors_fullname": "Ye Kyaw Thu"}, {"subitem_authors_fullname": "Su Su Maung"}, {"subitem_authors_fullname": "Swe Zin Moe"}, {"subitem_authors_fullname": "Hlaing Myat New"}]}]}, "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": "2020-04-14"}, "item_title": "Transfer Learning Based  Myanmar Sign Language  Recognition for Myanmar  Consonants", "item_type_id": "21", "owner": "73", "path": ["1582963674932", "1597396989070"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000007691", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2020-04-14"}, "publish_date": "2020-04-14", "publish_status": "0", "recid": "7691", "relation": {}, "relation_version_is_last": true, "title": ["Transfer Learning Based  Myanmar Sign Language  Recognition for Myanmar  Consonants"], "weko_shared_id": -1}