Speech

Biomarker3 papers

  • In silico3

Funding

National Institute on AgingUS$2.6mNational Institute on Deafness and Other Communication DisordersUS$678.2kVeterans Affairs11 grants since 2022

Latest

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NeuroImageHumans

Poorer very high-frequency hearing linked to weaker brain responses

An observational study linked impaired hearing above 8 kilohertz to smaller brain responses to speech on both sides of the brain.An observational study linked impaired hearing above 8 kilohertz to smaller brain responses to speech on both sides of the brain.

arXivIn silicoPreprint

Speech model flags cognitive decline and generates explanations

Tested across six dataset and task conditions, the bilingual framework outperformed three baselines while directly generating natural-language…Tested across six dataset and task conditions, the bilingual framework outperformed three baselines while directly generating natural-language explanations for clinicians.

arXivIn silicoPreprint

Acoustic noise alters speech-based Alzheimer's model predictions

Across three self-supervised learning models tested on ADReSSo speech audio, controlled acoustic interventions systematically shifted diagnostic…Across three self-supervised learning models tested on ADReSSo speech audio, controlled acoustic interventions systematically shifted diagnostic predictions for Alzheimer's disease.

Science AdvancesHumans

Speech age gaps track dementia phenotypes and biological aging

In 2,928 individuals across five Latin American countries, speech age gaps tracked dementia diagnoses, brain age, social exposome, and epigenetic…In 2,928 individuals across five Latin American countries, speech age gaps tracked dementia diagnoses, brain age, social exposome, and epigenetic aging clocks.