Non-invasive way to diagnose dysphagia by training deep learning model with voice spectrograms
Heekyu Kim, Hae‐Yeon Park, DoGyeom Park, Sun Im, Seung‐Chul Lee
Topics & Concepts
SpectrogramShort-time Fourier transformDysphagiaComputer scienceMean opinion scoreDeep learningArtificial intelligenceSensitivity (control systems)Mel-frequency cepstrumSpeech recognitionPattern recognition (psychology)Machine learningMetric (unit)MedicineFourier transformFeature extractionRadiologyMathematicsFourier analysisEconomicsMathematical analysisEngineeringOperations managementElectronic engineeringDysphagia Assessment and ManagementVoice and Speech DisordersTracheal and airway disorders