2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)

Mutual singular spectrum analysis for bioacoustics classification

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168113 ◽

2017 ◽

Cited By ~ 5

Author(s):

Bernardo B. Gatto ◽

Juan G. Colonna ◽

Eulanda M. dos Santos ◽

Eduardo F. Nakamura

Keyword(s):

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum

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A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168117 ◽

2017 ◽

Cited By ~ 11

Author(s):

Stylianos Ioannis Mimilakis ◽

Konstantinos Drossos ◽

Tuomas Virtanen ◽

Gerald Schuller

Keyword(s):

Singing Voice ◽

Singing Voice Separation

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Rao-Blackwellized particle mcmc for parameter estimation in spatio-temporal Gaussian processes

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168171 ◽

2017 ◽

Cited By ~ 1

Author(s):

Roland Hostettler ◽

Simo Sarkka ◽

Simon J. Godsill

Keyword(s):

Parameter Estimation ◽

Gaussian Processes ◽

Spatio Temporal ◽

Particle Mcmc

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Classical quadrature rules via Gaussian processes

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168195 ◽

2017 ◽

Cited By ~ 3

Author(s):

Toni Karvonen ◽

Simo Sarkka

Keyword(s):

Gaussian Processes ◽

Quadrature Rules

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Texture classification from single uncalibrated images: Random matrix theory approach

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168115 ◽

2017 ◽

Author(s):

E. S. Nadimi ◽

J. Herp ◽

M. M. Buijs ◽

V. Blanes-Vidal

Keyword(s):

Random Matrix Theory ◽

Random Matrix ◽

Matrix Theory ◽

Texture Classification ◽

Theory Approach ◽

Uncalibrated Images

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Blind channel equalization of encoded data over galois fields

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168135 ◽

2017 ◽

Author(s):

Denis G. Fantinato ◽

Aline Neves ◽

Daniel G. Silva ◽

Romis Attux

Keyword(s):

Channel Equalization ◽

Galois Fields ◽

Blind Channel Equalization ◽

Blind Channel

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Dictionary learning for pitch estimation in speech signals

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168173 ◽

2017 ◽

Author(s):

Feng Huang ◽

Peter Balazs

Keyword(s):

Dictionary Learning ◽

Speech Signals ◽

Pitch Estimation

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A locally optimal algorithm for estimating a generating partition from an observed time series

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168162 ◽

2017 ◽

Author(s):

David J. Miller ◽

Najah F. Ghalyan ◽

Asok Ray

Keyword(s):

Time Series ◽

Optimal Algorithm

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Improving image classification with frequency domain layers for feature extraction

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168168 ◽

2017 ◽

Cited By ~ 2

Author(s):

Jose A. Stuchi ◽

Marcus A. Angeloni ◽

Rodrigo F. Pereira ◽

Levy Boccato ◽

Guilherme Folego ◽

...

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Frequency Domain

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Neonatal seizure detection using convolutional neural networks

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2017.8168193 ◽

2017 ◽

Cited By ~ 9

Author(s):

Alison O'Shea ◽

Gordon Lightbody ◽

Geraldine Boylan ◽

Andriy Temko

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Seizure Detection ◽

Neonatal Seizure

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2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Mutual singular spectrum analysis for bioacoustics classification

A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation

Rao-Blackwellized particle mcmc for parameter estimation in spatio-temporal Gaussian processes

Classical quadrature rules via Gaussian processes

Texture classification from single uncalibrated images: Random matrix theory approach

Blind channel equalization of encoded data over galois fields

Dictionary learning for pitch estimation in speech signals

A locally optimal algorithm for estimating a generating partition from an observed time series

Improving image classification with frequency domain layers for feature extraction

Neonatal seizure detection using convolutional neural networks

Export Citation Format

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By IEEE

Mutual singular spectrum analysis for bioacoustics classification

A recurrent encoder-decoder approach with skip-filtering connections for monaural singing voice separation

Rao-Blackwellized particle mcmc for parameter estimation in spatio-temporal Gaussian processes

Classical quadrature rules via Gaussian processes

Texture classification from single uncalibrated images: Random matrix theory approach

Blind channel equalization of encoded data over galois fields

Dictionary learning for pitch estimation in speech signals

A locally optimal algorithm for estimating a generating partition from an observed time series

Improving image classification with frequency domain layers for feature extraction

Neonatal seizure detection using convolutional neural networks

2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)
Latest Publications