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2022(3)
Cough Sound Identification: An Approach Based on Ensemble Learning
Book PartAbstract: Cough identification using DSP techniques in an audio signal is a complex task; thus, an artificialPalabras claves:Convolutional neural network, Cough identification, ensemble learning, Hidden markov model, random forest, Voting classifierAutores:Christian Salamea-Palacios, David Alejandro Naranjo-Tovar, Javier Guaña-Moya, Tarquino Sánchez-Almeida, Xavier Calderón-HinojosaFuentes:googlescopusData Augmentation Techniques Applied to Improve a Vitiligo Database
Conference ObjectAbstract: Vitiligo is a pathology that causes the apparition of white patches in the skin, and there are multiPalabras claves:Database, Medical images, segmentation, VITÍLIGOAutores:Christian Salamea-Palacios, David Romero, Erick Narvaez, Juan Fernando ChicaFuentes:scopusEffects 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:scopus