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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.

168,786 papers · 148 categories

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3 results for “sonification”

Fuzzy C-Means Clustering and Sonification of HRV Featurescs.HC

This paper uses fuzzy C-Means clustering and sonification to analyze heart rate variability.

problem Identifying suitable features from HRV analysis for sonification.

method Unsupervised machine learning (fuzzy C-Means clustering) and sonification techniques.

result Improves sonification interpretability by selecting appropriate HRV features.

heart rate variability sonification fuzzy C-Means stress meditation

2019-08-19abs ↗pdf ↗

Neonatal EEG Interpretation and Decision Support Framework for Mobile Platformsq-bio.NC

This paper proposes and implements an intuitive and pervasive solution for neonatal EEG monitoring assisted by sonification and deep learning AI that provides information about neonatal brain health to all neonatal healthcare professionals, particularly those without EEG interpretation expertise. The system aims to inc…

2018-06-08abs ↗pdf ↗

Deep Sensory Substitution: Noninvasively Enabling Biological Neural Networks to Receive Input from Artificial Neural Networkseess.AS

This research converts visual information into audio for users to perceive.

problem Brevity in conveying visual information through spoken language.

method Pretrained image embedding network, GAN for metric space mapping, human subject testing.

result Users can accurately classify audio sonifications of faces.

sensory substitution machine learning audio sonification image embedding GAN

2020-05-27abs ↗pdf ↗