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Automatic calibration in adaptive filters to EMG signals processing
ArticleAbstract: In this work, an adaptive filtering that includes an automatic calibration process to acquire EMG (ePalabras claves:Adaptive filters, Control Applications, noise, Perturbation, Signal processingAutores:Christian Salamea-Palacios, Santiago Luna-RomeroFuentes:googlescopusCough 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:googlescopusCOVID-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:scopusFactors that Affect i-Vectors Based Language Identification Systems
Conference ObjectAbstract: The performance of a language identification (LID) system that uses i-vectors as features depends onPalabras claves:DATA, i-Vector, Language IdentificationAutores:Christian Salamea-Palacios, David Romero, Erick Narvaez, Fernando ChicaFuentes:scopusIncorporation of Language Discriminative Information into Recurrent Neural Networks Models to LID Tasks
Conference ObjectAbstract: Language Identification (LID) is an essential research topic in the Automatic Recognition Speech arePalabras claves:Automatic Recognition Speech, Language discriminative information, Language Identification, Recurrent neural networksAutores:Christian Salamea-Palacios, David Romero, De Córdoba R., D’Haro L.Fuentes:scopusIncorporation of discriminative n-grams to improve a phonotactic language recognizer based on i-vectors
ArticleAbstract: This paper describes a novel technique that allows the combination of the information from two diffePalabras claves:Discriminate rankings, i-Vectors, N-grams, Phonotactic, PosteriorgramAutores:Caraballo M.A., Christian Salamea-Palacios, D'Haro L.F., De Córdoba R.Fuentes:googlescopusLanguage recognition using neural phone embeddings and RNNLMs
ArticleAbstract: New advances in Language Identification (LID) using Recurrent Neural Networks (RNNs) and Neural EmbePalabras claves:Language recognition, Neural Embedding, Phone-grams, Phonotactic approach, Recurrent Neural NetworkAutores:Christian Salamea-Palacios, D'Haro L.F., De Córdoba R.Fuentes:googlescopusOn the Use of Phonotactic Vector Representations with FastText for Language Identification
Conference ObjectAbstract: This paper explores a better way to learn word vector representations for language identification (LPalabras claves:Autores:Christian Salamea-Palacios, David RomeroFuentes:scopus