Neural correlates of sparse coding and dimensionality reduction

M Beyeler, EL Rounds, KD Carlson, N Dutt… - PLoS computational …, 2019 - journals.plos.org
Supported by recent computational studies, there is increasing evidence that a wide range
of neuronal responses can be understood as an emergent property of nonnegative sparse …

[HTML][HTML] Modeling and analysis of an impact-acoustic method for bolt looseness identification

F Wang, SCM Ho, G Song - Mechanical Systems and Signal Processing, 2019 - Elsevier
Bolted joints are fundamental building blocks and have been widely used to hold multiple
structural components together, while their looseness may lead to costly disasters in …

A new wavelet denoising method for noise threshold

S Jangjit, M Ketcham - Engineering Journal, 2017 - engj.org
This study is proposed a new adaptive threshold based on noisy speech for each sub-bands
with low complex and it is suitability for range of human hearing and range of hearing test. A …

Feature extraction based on bio-inspired model for robust emotion recognition

EM Albornoz, DH Milone, HL Rufiner - Soft Computing, 2017 - Springer
Emotional state identification is an important issue to achieve more natural speech
interactive systems. Ideally, these systems should also be able to work in real environments …

A Bayesian approach to convolutive nonnegative matrix factorization for blind speech dereverberation

FJ Ibarrola, LE Di Persia, RD Spies - Signal Processing, 2018 - Elsevier
When a signal is recorded in an enclosed room, it typically gets affected by reverberation.
This degradation represents a problem when dealing with audio signals, particularly in the …

Snore recognition using a reduced set of spectral features

EM Albornoz, LA Bugnon… - 2017 XVII Workshop on …, 2017 - ieeexplore.ieee.org
Snoring affects the sleep quality of the snorer itself and its social circle. Some types of
snoring are related to sleep apnea, which leads to sleepiness during the day and to several …

Sparse representation of human auditory system

M Edalatian, AA Soitani, N Faraji - 2016 IEEE Global …, 2016 - ieeexplore.ieee.org
In this paper, three sparse models for the human auditory system are proposed. Biological
studies shows that the haircells in the inner ear of the auditory system generate sparse …

Pigmented skin lesion segmentation based on sparse texture representations

CE Martínez, EM Albornoz - 12th International Symposium on …, 2017 - spiedigitallibrary.org
Among the most dangerous cancers, there is the Melanoma that affects millions of people.
As this is a type of malignant pigmented skin lesion and it can be recognized by medical …

[PDF][PDF] Snore Recognition Using a Reduced Set of Spectral

EM Albornoz, LA Bugnon, CE Martınez - 2020 - sinc.unl.edu.ar
Snoring affects the sleep quality of the snorer itself and its social circle. Some types of
snoring are related to sleep apnea, which leads to sleepiness during the day and to several …

Design and evaluation of reduced-size feature sets for the assessment of sincerity in speech

EM Albornoz, CE Martinez - 2016 IEEE 17th International …, 2016 - ieeexplore.ieee.org
The recognition of states and traits of speakers is a significant issue to investigate, to be able
to achieve more useful interactive systems. The sincerity of a speaker is a relevant …