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Advances in Intelligent Systems and Computing(1)
Journal of Medical Signals and Sensors(1)
Procesamiento del Lenguaje Natural(1)
Smart Innovation, Systems and Technologies(1)
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Effects of Data Augmentation on the Identification of Cough Sound Using Convolutional Neural Networks
Conference ObjectAbstract: Cough identification employing deep learning models has generated significant interest in fields sucPalabras claves:convolutional neural networks, Cough identification, data augmentationAutores:Christian Salamea-Palacios, David Alejandro Naranjo-Tovar, Juan Fernando ChicaFuentes:scopusObjective assessment of skin repigmentation using a multilayer perceptron
ArticleAbstract: Background: Vitiligo is a pathology that causes the appearance of achromic macules on the skin thatPalabras claves:Artificial Neural Network, Multilayer Perceptron, Objective assessment, skin repigmentation, VITÍLIGOAutores:Christian Salamea-Palacios, Encalada J., Juan Fernando Chica, Melissa Montalvo, Zaputt S.Fuentes:googlescopusSpeaker identification using techniques based on one-shot learning
ArticleAbstract: A speaker identification system in order to be effective requires a large number of audio samples ofPalabras claves:Meta learning, N-Way clasification, one-shot learning, Siamese neural network, Speaker Identification, Text independent, Voxceleb1Autores:Christian Salamea-Palacios, Juan Fernando ChicaFuentes:scopusVitiligo Detection Using Cepstral Coefficients
Conference ObjectAbstract: Vitiligo is a pathology that causes the appearance of macules achromic (white spots) in the skin. BePalabras claves:Dimensionality reduction, Feature Extraction, i-Vectors, medical image processing, MFCCAutores:Christian Salamea-Palacios, Juan Fernando ChicaFuentes:googlescopus