Large-scale Investigations of AAC Usage Patterns: Trends, Autism, and Stacked Autoencoders
Atyabi A, Boccanfuso L, Snider J, Kim M, Barney E, Ahn Y, Li B, Dommer K, Shic F. Large-scale Investigations of AAC Usage Patterns: Trends, Autism, and Stacked Autoencoders. 2023, 00: 851-859. DOI: 10.1109/ccwc57344.2023.10099096.Peer-Reviewed Original ResearchAutism spectrum disorderAAC appSpeech-generating deviceUsage patternsLearning methodsDeep learning methodsStreams of dataUnsupervised learning methodIndividual usage patternsData modeling perspectiveNon-speech communicationData streamsData scienceStacked AutoencoderClassification accuracyModeling mechanismSpectrum disorderLanguage learningAlternative communication applicationPattern modelingAppsNumeric valuesFreeSpeechCommunication applicationsWealth of information