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4th International Conference, IberSPEECH 2018(1)
Advances in Intelligent Systems and Computing(1)
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scopus(11)
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:googlescopusExtended phone log-likelihood ratio features and acoustic-based i-vectors for language recognition
Conference ObjectAbstract: This paper presents new techniques with relevant improvements added to the primary system presentedPalabras claves:Dimensionality reduction, Phone Log-Likelihood Ratios, SDCAutores:Christian Salamea-Palacios, D'Haro L.F., De Córdoba R., Echeverry J.D.Fuentes:googlescopusLanguage Recognition using phonotactic-based Shifted Delta Coefficients and multiple phone recognizers
Conference ObjectAbstract: A new language recognition technique based on the application of the philosophy of the Shifted DeltaPalabras claves:Language recognition, Parallel phone recognizers, Phone-log likelihood ratios, SDCAutores:Christian Salamea-Palacios, D'Haro L.F., De Córdoba R., Ferreiros J.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:googlescopusHuman activity monitoring based on hidden Markov models using a smartphone
ArticleAbstract: Human Sensing (HS) is a research area that has received a lot of attention in the last five years duPalabras claves:Autores:Christian Salamea-Palacios, Echeverry-Correa J.D., Pardo J.M., San-Segundo R.Fuentes:googlescopusObjective 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:googlescopusOn the use of Phone-based Embeddings for Language Recognition
Conference ObjectAbstract: Language Identification (LID) can be defined as the process of automatically identifying the languagPalabras claves:Language Identification, neural embeddings, PhonotacticAutores:Christian Salamea-Palacios, D'Haro L.F., De Córdoba R., Ferreiros J., Segundo R.S.Fuentes:googlescopusOn the use of phone-gram units in recurrent neural networks for language identification
Conference ObjectAbstract: In this paper we present our results on using RNN-based LM scores trained on different phone-gram orPalabras claves:Autores:Christian Salamea-Palacios, D'Haro L.F., De Córdoba R., San-Segundo R.Fuentes:googlescopusIncorporation 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:googlescopus