Documentos de Christian Salamea-Palacios | REDI

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Área temáticas: "Métodos informáticos especiales"

Subtipo de publicación

Conference Object(2)

Publisher

Applied Sciences (Switzerland)(1)

IEEE Instrumentation and Measurement Magazine(1)

Journal of Medical Signals and Sensors(1)

Odyssey 2016: Speaker and Language Recognition Workshop(1)

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH(1)

Área temáticas

Ciencias de la computación(1)

Fisiología humana(1)

Funcionamiento de bibliotecas y archivos(1)

Física aplicada(1)

Área de conocimiento

Aprendizaje automático(5)

Ciencias de la computación(5)

Red neuronal artificial(1)

Año de Publicación

Origen

Palabras Claves

Artificial Neural Network(1)

Convolutional neural network(1)

Cough identification(1)

Convolutional models for the detection of firearms in surveillance videos

Abstract: Closed-circuit television monitoring systems used for surveillance do not provide an immediate respo

Palabras claves:

Cameras, Convolution, detection, image recognition

Christian Salamea-Palacios, David Romero

Cough Sound Identification: An Approach Based on Ensemble Learning

Abstract: Cough identification using DSP techniques in an audio signal is a complex task; thus, an artificial

Palabras claves:

Convolutional neural network, Cough identification, ensemble learning, Hidden markov model, random forest, Voting classifier

Christian Salamea-Palacios, David Alejandro Naranjo-Tovar, Javier Guaña-Moya, Tarquino Sánchez-Almeida, Xavier Calderón-Hinojosa

Language Recognition using phonotactic-based Shifted Delta Coefficients and multiple phone recognizers

Conference Object

Abstract: A new language recognition technique based on the application of the philosophy of the Shifted Delta

Palabras claves:

Language recognition, Parallel phone recognizers, Phone-log likelihood ratios, SDC

Christian Salamea-Palacios, D'Haro L.F., De Córdoba R., Ferreiros J.

Human activity monitoring based on hidden Markov models using a smartphone

Abstract: Human Sensing (HS) is a research area that has received a lot of attention in the last five years du

Palabras claves:

Christian Salamea-Palacios, Echeverry-Correa J.D., Pardo J.M., San-Segundo R.

Objective assessment of skin repigmentation using a multilayer perceptron

Abstract: Background: Vitiligo is a pathology that causes the appearance of achromic macules on the skin that

Palabras claves:

Artificial Neural Network, Multilayer Perceptron, Objective assessment, skin repigmentation, VITÍLIGO

Christian Salamea-Palacios, Encalada J., Juan Fernando Chica, Melissa Montalvo, Zaputt S.

On the use of phone-gram units in recurrent neural networks for language identification

Conference Object

Abstract: In this paper we present our results on using RNN-based LM scores trained on different phone-gram or

Palabras claves:

Christian Salamea-Palacios, D'Haro L.F., De Córdoba R., San-Segundo R.