Browsing Preprint by Subject "Alcohol Consumers, Voice Parameters, Machine Learning, Neural Networks, ANN"

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Intelligent Novel Approach for Identification of Alcohol Consumers using Incremental Hidden Layer Neurons ANN (IHLN-ANN)-Based Model on Vowelized Voice Dataset

Vital Terlapu, Panduranga (2024-01-07)

Alcohol consumption can have impacts on the voice, and excessive consumption can lead to long-term damage to the vocal cords. A new procedure to automatically detect alcohol drinkers using vowel vocalizations is an earlier ...
Real-time Speech-based Intoxication Detection System: Vowel Biomarker Analysis with Artificial Neural Networks

Vital Terlapu, Panduranga; Prasad Reddy Sadi, Ram (2024-05-01)

Alcohol consumption can lead to vocal health risks and long-term health issues for individuals. The paper introduces a novel dataset that analyzes vowel vocalizations to detect early alcohol consumption. This study examines ...

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