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Convolutional Neural Networks for Pathological Voice Detection

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Nov 18, 2018

Huiyi WuGaetano Di Caterina

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Abstract

Acoustic analysis using signal processing tools can be used to extract voice features to distinguish whether a voice is pathological or healthy. The proposed work uses spectrogram of voice recordings from a voice database as the input to a Convolutional Neural Network (CNN) for automati...read more

Mentioned in this Paper

Community Health Networks
Biological Neural Networks
Organic Tremor Dysphonia
Classification
Neural Network Simulation
Extraction
Signal Processing, Digital
Screening Generic
Pathology
Analysis
Paper Details
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Convolutional Neural Networks for Pathological Voice Detection

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Nov 18, 2018

Huiyi WuGaetano Di Caterina

PMID: 30440307

DOI: 10.1109/embc.2018.8513222

Abstract

Acoustic analysis using signal processing tools can be used to extract voice features to distinguish whether a voice is pathological or healthy. The proposed work uses spectrogram of voice recordings from a voice database as the input to a Convolutional Neural Network (CNN) for automati...read more

Mentioned in this Paper

Community Health Networks
Biological Neural Networks
Organic Tremor Dysphonia
Classification
Neural Network Simulation
Extraction
Signal Processing, Digital
Screening Generic
Pathology
Analysis

Feeds With Similar Papers

Neural Networks

Here is the latest research on physiological and in silico networks and circuits implicated in the nervous system.

Brain-Computer Interface

A brain-computer interface, also known as a brain-machine interface, is a bi-directional communication pathway between an external device and a wired brain. Here is the latest research on this topic.

Related Papers

Journal of Medical Systems

A new QRS detection method using wavelets and artificial neural networks

Journal of Medical SystemsAugust 13, 2010
Berdakh Abibullaev, Hee Don Seo
Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society

Classification of Heartbeats based on Linear Discriminant Analysis and Artificial Neural Network

Conference Proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology SocietyFebruary 7, 2007
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Paper Details
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