On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,181 papers · 148 categories

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2 results for “inhalation”

Speaker identification from the sound of the human breathcs.SD

Breath sounds can identify speakers with high accuracy.

problem Identifying speakers from breath sounds.

method Examined breath sounds during continuous speech, focusing on inhalation phase.

result Breath sounds carry unique speaker-specific information, enabling accurate speaker identification.

speaker identification breath sounds continuous speech inhalation vocal tract resonances

2017-12-01abs ↗pdf ↗

Health-behaviors associated with the growing risk of adolescent suicide attempts: A data-driven cross-sectional studystat.AP

Study identifies key health behaviors linked to adolescent suicide attempts.

problem Understanding health behaviors associated with increased risk of adolescent suicide attempts.

method Cross-sectional data analysis using machine learning algorithms and logistic regression.

result Non-parametric Bayesian tree ensemble model outperforms other models, achieving 80.0% accuracy in goodness-of-fit and 78.2% in predictive accuracy.

adolescent suicide health behaviors machine learning Montana suicide prevention

2020-09-08abs ↗pdf ↗