Pitt Corpus
PulseAugur coverage of Pitt Corpus — every cluster mentioning Pitt Corpus across labs, papers, and developer communities, ranked by signal.
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Speech enhancement may hinder Alzheimer's detection models, study finds
A new research paper published on arXiv questions the effectiveness of speech enhancement and data curation techniques in Alzheimer's disease detection models. The study found that while "cleaner" speech datasets can im…
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New methods improve Alzheimer's detection via speech analysis, but data cleaning may hurt generalization
Researchers have developed a new method called LLM-Anchored Paralinguistic Enrichment (LAPE) to improve the detection of Alzheimer's disease using speech analysis. LAPE integrates linguistic content with paralinguistic …
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Dementia classification from speech using machine learning
Researchers have developed a new method for classifying dementia using spontaneous speech, analyzing acoustic features from entire recordings rather than just speech-active segments. This approach, utilizing the openSMI…