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Advances in Intelligent Systems and Computing(1)
Pervasive and Mobile Computing(1)
Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology(1)
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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:googlescopusDatabase Proposal for Correlation of Glucose and Photoplethysmography Signals
Conference ObjectAbstract: This work presents a Database that contains Photoplethysmography signals, glucose levels, weight, hePalabras claves:Database, glucose, Machine learning, MFCCs, ppgAutores:Christian Salamea-Palacios, Erick Narvaez, Melisa MontalvoFuentes:scopusCOVID-19: Respuestas desde la ingeniería y la inteligencia artificial
BookAbstract: ¿Cómo actúa nuestro cuerpo para defenderse? ¿Cómo funcionan las vacunas? ¿Cómo se diagnostica la enfPalabras claves:covid-19, CURA, DIÁGNOSTICO, ECUADOR, ELECTRÓNICA, Inteligencia Artificial, TosAutores:Christian Salamea-PalaciosFuentes:rraaeEffects 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:scopusI-vector analysis for Gait-based Person Identification using smartphone inertial signals
ArticleAbstract: This paper describes and evaluates an i-vector based approach for Gait-based Person Identification (Palabras claves:gait recognition, I-vector analysis, Person identification, PLDA compensation, Smartphone inertial signalsAutores:Christian Salamea-Palacios, Echeverry-Correa J.D., Lebai Lutfi S., Pardo J.M., San-Segundo R.Fuentes:scopusMachine learning models to characterize the cough signal of patients with COVID-19
Conference ObjectAbstract: Automatic recognition of audio signals is a challenging signal task due to the difficulty of extractPalabras claves:characterization, Convolutional neural network, covid-19, Transfer learning, Vggish, YAMNetAutores:Christian Salamea-Palacios, Javier Guaña-Moya, Jessica Reina-Trávez, Paulo Castañeda-Romero, Tarquino Sánchez-Almeida, Xavier Calderón-HinojosaFuentes:scopusSpeaker 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:scopus