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Alzheimer’s Dementia Detection Through Machine Learning: Analyzing Linguistic and Acoustic Features in Spontaneous Speech
DownloadFall 2023
With the rapid aging of the world’s population, the global burden of aging related mental disorders, such as Alzheimer’s dementia (AD), is also on the rise. Unfortunately global healthcare systems are vastly under-resourced, which means that many people who need mental health services are unable...
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Spring 2011
Grapheme-to-phoneme conversion (G2P) is the task of converting a word, represented by a sequence of graphemes, to its pronunciation, represented by a sequence of phonemes. The G2P task plays a crucial role in speech synthesis systems, and is an important part of other applications, including...
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Fall 2017
Cognates are words in related languages that have originated from the same word in an ancestor language, such as the English/German word pair father/Vater. Cognate information is critical in the field of historical linguistics, where it is used to determine the relationships between languages and...
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John B. Smith Archive - Chronological Bibliography Bundle 4 (Technical Reports)
1969-1988
A bundle of the short-form works of John B. Smith, provided by John B. Smith from his personal collection. This collection encompasses Smith's technical reports and software manuals for programs he developed or contributed to.
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John B. Smith Archive - Complete
1966-2011
The complete bundle of the works of John B. Smith, covering the period of 1966 through 2011 as represented by Dr. Smith on his archive website at http://www.cs.unc.edu/Research/jbsArchive/ All files have been provided by Dr. Smith from his personal collection. Over the course of his academic...
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Fall 2010
Natural Language Processing (NLP) develops computational approaches to processing language data. Supervised machine learning has become the dominant methodology of modern NLP. The performance of a supervised NLP system crucially depends on the amount of data available for training. In the...
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Fall 2011
Grapheme-to-phoneme conversion (G2P) and machine transliteration are important tasks in natural language processing. Supplemental data can often help resolve difficult ambiguities: existing transliterations of the same word can help choose among a G2P system’s candidate output transcriptions;...