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dc.contributor.authorRahaman, Hafizur
dc.contributor.authorJohnston, Michelle
dc.contributor.authorChampion, Eric
dc.date.accessioned2021-01-08T02:29:28Z
dc.date.available2021-01-08T02:29:28Z
dc.date.issued2021
dc.identifier.citationRahaman, H. and Johnston, M. and Champion, E. 2021. Audio-augmented arboreality: wildflowers and language. Digital Creativity. 31 (4).
dc.identifier.urihttp://hdl.handle.net/20.500.11937/82325
dc.identifier.doi10.1080/14626268.2020.1868536
dc.description.abstract

Before colonization, there were over 250 languages spoken in Australia. Today only thirteen Indigenous languages are still being taught to children. Language has an important part to play in cultural maintenance and ‘closing the gap’ in terms of First Peoples’ cultural heritage, identity, and sense of belonging. In this work, we aim to develop an engaging and easy way to teach and learn the local Indigenous names of wildflowers using a mobile device. This paper presents the development of a phone application that runs on a local machine, recognizes local wildflowers through its camera, and plays associated sounds and displays associated text in the Noongar language. The prototype mobile application has been developed with MobileNets model on the TensorFlow platform. The dataset is derived from Google searches, while the sound files are generated from label text by running an apple script. UI and interactivity have been developed by using Vuforia and the Unity game engine. Finally, the Android Studio is used to deploy the app. At this point in time, the prototype can only recognize ten local flowers, with 85%∼99% of accuracy. We are working with a larger dataset towards developing the full application.

dc.publisherTaylor & Francis
dc.titleAudio-augmented arboreality: wildflowers and language
dc.typeJournal Article
dcterms.source.volume31
dcterms.source.number4
dcterms.source.issn1744-3806
dcterms.source.titleDigital Creativity
dc.date.updated2021-01-08T02:29:27Z
curtin.departmentSchool of Media, Creative Arts and Social Inquiry
curtin.accessStatusIn process
curtin.facultyFaculty of Humanities
curtin.contributor.orcidJohnston, Michelle [0000-0001-7307-6186]
curtin.contributor.orcidRahaman, Hafizur [0000-0003-0858-3821]


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