Néstor Becerra Yoma

Orcid: 0000-0002-3052-4687

According to our database1, Néstor Becerra Yoma authored at least 80 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
An end-to-end DNN-HMM based system with duration modeling for robust earthquake detection.
Comput. Geosci., October, 2023

Automatic Detection of Dyspnea in Real Human-Robot Interaction Scenarios.
Sensors, September, 2023

Dyspnea Severity Assessment Based on Vocalization Behavior with Deep Learning on the Telephone.
Sensors, March, 2023

An HMM-DNN-Based System for the Detection and Classification of Low-Frequency Acoustic Signals from Baleen Whales, Earthquakes, and Air Guns off Chile.
Remote. Sens., 2023

2022
End-to-End LSTM-Based Earthquake Magnitude Estimation With a Single Station.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
The Role of Speech Technology in User Perception and Context Acquisition in HRI.
Int. J. Soc. Robotics, 2021

Assessing the effect of visual servoing on the performance of linear microphone arrays in moving human-robot interaction scenarios.
Comput. Speech Lang., 2021

End-to-end LSTM based estimation of volcano event epicenter localization.
CoRR, 2021

2020
Non causal deep learning based dereverberation.
CoRR, 2020

2019
A Signal Processing Perspective of Monitoring Active Volcanoes [Applications Corner].
IEEE Signal Process. Mag., 2019

On combining features for single-channel robust speech recognition in reverberant environments.
CoRR, 2019

Weighted delay-and-sum beamforming guided by visual tracking for human-robot interaction.
CoRR, 2019

2018
Uncertainty weighting and propagation in DNN-HMM-based speech recognition.
Comput. Speech Lang., 2018

An improved DNN-based spectral feature mapping that removes noise and reverberation for robust automatic speech recognition.
CoRR, 2018

Exploring the robustness of features and enhancement on speech recognition systems in highly-reverberant real environments.
CoRR, 2018

Highly-Reverberant Real Environment database: HRRE.
CoRR, 2018

Multichannel Robot Speech Recognition Database: MChRSR.
CoRR, 2018

DNN-HMM based Automatic Speech Recognition for HRI Scenarios.
Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018

2017
Discovering New Worlds: A review of signal processing methods for detecting exoplanets from astronomical radial velocity data [Applications Corner].
IEEE Signal Process. Mag., 2017

Locally Normalized Filter Banks Applied to Deep Neural-Network-Based Robust Speech Recognition.
IEEE Signal Process. Lett., 2017

On Bubble Sizing in Water by Ultrasound.
Int. J. Interact. Mob. Technol., 2017

DNN-based uncertainty estimation for weighted DNN-HMM ASR.
CoRR, 2017

Estimation of exoplanetary planet-to-star radius ratio with homomorphic processing.
Astron. Comput., 2017

Robustness Over Time-Varying Channels in DNN-HMM ASR Based Human-Robot Interaction.
Proceedings of the Interspeech 2017, 2017

2016
Evaluation of the Vocal Tract Length Normalization Based Classifiers for Speaker Verification.
Int. J. Recent Contributions Eng. Sci. IT, 2016

The Use of Locally Normalized Cepstral Coefficients (LNCC) to Improve Speaker Recognition Accuracy in Highly Reverberant Rooms.
Proceedings of the Interspeech 2016, 2016

2015
A perceptually-motivated low-complexity instantaneous linear channel normalization technique applied to speaker verification.
Comput. Speech Lang., 2015

Robustness to additive noise of locally-normalized cepstral coefficients in speaker verification.
Proceedings of the INTERSPEECH 2015, 2015

2014
Optimization of the parameters characterizing sigmoidal rate-level functions based on acoustic features.
Speech Commun., 2014

Shape-based modeling of the fundamental frequency contour for emotion detection in speech.
Comput. Speech Lang., 2014

A new location system for an underground mining environment using visible light communications.
Proceedings of the 9th International Symposium on Communication Systems, 2014

2013
On Reducing Harmonic and Sampling Distortion in Vocal Tract Length Normalization.
IEEE Trans. Speech Audio Process., 2013

VTLN based on the linear interpolation of contiguous mel filter-bank energies.
Proceedings of the INTERSPEECH 2013, 2013

Optimization of sigmoidal rate-level function based on acoustic features.
Proceedings of the INTERSPEECH 2013, 2013

Energy and F0 contour modeling with functional data analysis for emotional speech detection.
Proceedings of the INTERSPEECH 2013, 2013

2012
Telephone Channel Compensation in Speaker Verification Using a Polynomial Approximation in the Log-Filter-Bank Energy Domain.
IEEE Trans. Speech Audio Process., 2012

Pronunciation quality evaluation of sentences by combining word based scores.
Proceedings of the INTERSPEECH 2012, 2012

2011
A Study of the Effectiveness of Articulatory Strokes for Phonemic Recognition.
Proceedings of the INTERSPEECH 2011, 2011

2010
Maximum Entropy-Based Reinforcement Learning Using a Confidence Measure in Speech Recognition for Telephone Speech.
IEEE Trans. Speech Audio Process., 2010

Channel Robust Feature Transformation Based on Filter-Bank Energy Filtering.
IEEE Trans. Speech Audio Process., 2010

Automatic intonation assessment for computer aided language learning.
Speech Commun., 2010

On enhancing feature sequence filtering with filter-bank energy transformation in speaker verification with telephone speech.
Proceedings of the INTERSPEECH 2010, 2010

2009
ASR based pronunciation evaluation with automatically generated competing vocabulary and classifier fusion.
Speech Commun., 2009

ASR based pronunciation evaluation with automatically generated competing vocabulary.
Proceedings of the INTERSPEECH 2009, 2009

Word stress assessment for computer aided language learning.
Proceedings of the INTERSPEECH 2009, 2009

2008
Unsupervised intra-speaker variability compensation based on Gestalt and model adaptation in speaker verification with telephone speech.
Speech Commun., 2008

Special Issue on Iberian Languages.
Speech Commun., 2008

Confidence based multiple classifier fusion in speaker verification.
Pattern Recognit. Lett., 2008

Unsupervised re-scoring of observation probability based on maximum entropy criterion by using confidence measure with telephone speech.
Proceedings of the INTERSPEECH 2008, 2008

2007
Unsupervised re-scoring of observation probability in viterbi based on reinforcement learning by using confidence measure and HMM neighborhood.
Proceedings of the INTERSPEECH 2007, 2007

Speaker verification with multiple classifier fusion using Bayes based confidence measure.
Proceedings of the INTERSPEECH 2007, 2007

On comparing and combining intra-speaker variability compensation and unsupervised model adaptation in speaker verification.
Proceedings of the INTERSPEECH 2007, 2007

2006
Modeling, estimating, and compensating low-bit rate coding distortion in speech recognition.
IEEE Trans. Speech Audio Process., 2006

Estimating tonal prosodic discontinuities in Spanish using HMM.
Speech Commun., 2006

Feature-dependent compensation of coders in speech recognition.
Signal Process., 2006

Hyperelliptic curves encryption combined with block codes for Gaussian channel.
Int. J. Commun. Syst., 2006

Intra-speaker variability compensation in speaker verification with limited enrolling data.
Proceedings of the INTERSPEECH 2006, 2006

2005
Bayes-based confidence measure in speech recognition.
IEEE Signal Process. Lett., 2005

2004
A real-time protocol for the Internet based on the least mean square algorithm.
IEEE Trans. Multim., 2004

The stochastic weighted viterbi algorithm: a frame work to compensate additive noise and low-bit rate coding distortion.
Proceedings of the INTERSPEECH 2004, 2004

Feature-dependent compensation in speech recognition.
Proceedings of the INTERSPEECH 2004, 2004

2003
Language model accuracy and uncertainty in noise cancelling in the stochastic weighted viterbi algorithm.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
Speaker verification in noise using a stochastic version of the weighted Viterbi algorithm.
IEEE Trans. Speech Audio Process., 2002

MAP speaker adaptation of state duration distributions for speech recognition.
IEEE Trans. Speech Audio Process., 2002

Robust speaker verification with state duration modeling.
Speech Commun., 2002

Wizard of oz evaluation of a dialogue with communicator system in Chile.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

2001
On including temporal constraints in Viterbi alignment for speech recognition in noise.
IEEE Trans. Speech Audio Process., 2001

Speaker adaptation of output probabilities and state duration distributions for speech recognition.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Additive and convolutional noise canceling in speaker verification using a stochastic weighted viterbi algorithm.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000
Speaker verification in noise using temporal constraints.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Speaker dependent temporal constraints combined with speaker independent HMM for speech recognition in noise.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

1999
Robust connected word speech recognition using weighted viterbi algorithm and context-dependent temporal constraints.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

Temporal constraints in viterbi alignment for speech recognition in noise.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Speech recognition in noise using weighted matching algorithms.
PhD thesis, 1998

Improving performance of spectral subtraction in speech recognition using a model for additive noise.
IEEE Trans. Speech Audio Process., 1998

Weighted Viterbi algorithm and state duration modelling for speech recognition in noise.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Spectral subtraction and mean normalization in the context of weighted matching algorithms.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

Weighted matching algorithms and reliability in noise cancelling by spectral subtraction.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996
Use of a reliability coefficient in noise cancelling by neural net and weighted matching algorithms.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996

1995
Improved algorithms for speech recognition in noise using lateral inhibition and SNR weighting.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995


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