Zied Lachiri

Orcid: 0000-0002-1289-5089

According to our database1, Zied Lachiri authored at least 120 papers between 2001 and 2023.

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

Timeline

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Bibliography

2023
Deep neural network architectures for audio emotion recognition performed on song and speech modalities.
Int. J. Speech Technol., December, 2023

Early breast cancer detection and differentiation tool based on tissue impedance characteristics and machine learning.
Frontiers Artif. Intell., February, 2023

Multimodal fusion methods with deep neural networks and meta-information for aggression detection in surveillance.
Expert Syst. Appl., 2023

Artificial Intelligence for securing SDIoT: challenges and countermeasures.
Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

2022
A comparison of face detection methods using spontaneous videos.
Multim. Tools Appl., 2022

Detection of gear defects by mixed Discrete Wavelet Transform and FastEMD.
Proceedings of the 8th International Conference on Control, 2022

Involving FCGR method in multiclass cancer diseases classification with transfer learning models.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

Pre-miRNA sequence prediction using convolutional neural network.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

A combined CNN-LSTM Network for Audio Emotion Recognition using Speech and Song attributs.
Proceedings of the 6th International Conference on Advanced Technologies for Signal and Image Processing, 2022

2021
Human Laughter Generation using Hybrid Generative Models.
KSII Trans. Internet Inf. Syst., 2021

New methodology for repetitive sequences identification in <i>human</i> X and Y chromosomes.
Biomed. Signal Process. Control., 2021

Cancellation of Local Competing Speaker with Near-Field Localization for Distributed ad-hoc Sensor Network.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

PyAWNeS-Codec: Speech and audio codec for ad-hoc acoustic wireless sensor networks.
Proceedings of the 29th European Signal Processing Conference, 2021

MicroRNA expression classification for human disease prediction.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

CNN model applied on SNP protein sequences for intestinal cancer early detection.
Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020
Disparities selection controlled by the compensated image quality for a given bitrate.
Signal Image Video Process., 2020

Deep clustering with a Dynamic Autoencoder: From reconstruction towards centroids construction.
Neural Networks, 2020

DNN-based grapheme-to-phoneme conversion for Arabic text-to-speech synthesis.
Int. J. Speech Technol., 2020

A novel incremental Kernel Nonparametric SVM model (iKN-SVM) for data classification: An application to face detection.
Eng. Appl. Artif. Intell., 2020

Stereoscopic Image Coding Using a Global Disparity Estimation Algorithm Optimizing the Compensation Scheme Impact.
Proceedings of the Signal Processing: Algorithms, 2020

Evaluation of Zero Frequency Filtering based Method for Multi-pitch Streaming of Concurrent Speech Signals.
Proceedings of the 28th European Signal Processing Conference, 2020

Laughter synthesis: A comparison between Variational autoencoder and Autoencoder.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

A survey on deep learning techniques used for breast cancer detection.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

Combining Speech Features for Aggression Detection Using Deep Neural Networks.
Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2019
A combined support vector machine-FCGS classification based on the wavelet transform for Helitrons recognition in C.elegans.
Multim. Tools Appl., 2019

Emotional speaker recognition in real life conditions using multiple descriptors and i-vector speaker modeling technique.
Multim. Tools Appl., 2019

The Helitron family classification using SVM based on Fourier transform features applied on an unbalanced dataset.
Medical Biol. Eng. Comput., 2019

An Adaptive Face Recognition System Based on a Novel Incremental Kernel Nonparametric Discriminant Analysis.
KSII Trans. Internet Inf. Syst., 2019

Distinguishing between intra-genomic helitron families using time-frequency features and random forest approaches.
Biomed. Signal Process. Control., 2019

Stereoscopic Image Coding Performance using Disparity-Compensated Block Matching Algorithm.
Proceedings of the Signal Processing: Algorithms, 2019

Tandem Modelling Based Emotion Recognition in Videos.
Proceedings of the Advances in Computational Intelligence, 2019

Twosome Modelling based Emotion Recognition in Videos.
Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019

DNN-based laughter synthesis.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

Audio-Visual Fusion for Aggression Detection Using Deep Neural Networks.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

Comparative study of face detection methods in spontaneous videos.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2019

Subject-Independent Multi-Domain Facial Emotion Recognition with Local Salient Features.
Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

Compression's Methods based on Frequency and Time Frequency Transforms applied on DNA's images.
Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

Stressed speech recognition using MMFCC and kernel based classification.
Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

Comparison of Haar-like, HOG and LBP approaches for face detection in video sequences.
Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

2018
Embedded Emotion Recognition System Based on Electrocardiogram Attributes.
Proceedings of the 41st International Conference on Telecommunications and Signal Processing, 2018

Classification of Helitron's Types in the C.elegans Genome based on Features Extracted from Wavelet Transform and SVM Methods.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

A novel incremental face recognition method based on nonparametric discriminant model.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Analysis of descriptors relevant to image search by content.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Frequent pattern mining for online handwriting recognition.
Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Multiclass SVM for Affect Recognition with Hardware Implementation.
Proceedings of the 15th International Multi-Conference on Systems, Signals & Devices, 2018

2017
Computational framework for emotional VAD prediction using regularized Extreme Learning Machine.
Int. J. Multim. Inf. Retr., 2017

Emotion recognition system based on physiological signals with Raspberry Pi III implementation.
Proceedings of the 3rd International Conference on Frontiers of Signal Processing, 2017

Tandem repeats detection based on S-transform applied on synthetic and experimental codings.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

A comparative study of texture descriptor analysis for improving content based image retrieval.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

A Novel methodology for Helitron's classification by SVM based on time frequency representation.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

One-class SVM for landmine detection and discrimination.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

A novel face recognition system base on nonparametric discriminant analysis.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Emotion sensing from physiological signals using three defined areas in arousal-valence model.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Classification of speech under stress based on cepstral features and one-class SVM.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Identification of microsatellites in DNA sequence based on S-transform.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

SVM Helitrons recognition based on features extracted from the FCGS representation.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

Landmine detection improvement using one-class SVM for unbalanced data.
Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

A Comparative Study in Emotional Speaker Recognition in Noisy Environment.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016
SRC_Num_TDOA: Multiple speech sources' number and their TDOA Estimation from a stereo recorded mixture.
SoftwareX, 2016

Underdetermined blind source separation technique based on speech features extraction.
Int. J. Speech Technol., 2016

RBF kernel based SVM classification for landmine detection and discrimination.
Proceedings of the International Image Processing, Applications and Systems, 2016

EMD method for automatic ECG fiducial points detection.
Proceedings of the International Image Processing, Applications and Systems, 2016

A new time-frequency approach for underdetermined convolutive blind speech separation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Tandem repeat search tools performance for the Arabidopsis thaliana genome.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Nucleosome location method based on morlet wavelet analysis scalograms investigation.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Reassignment method for audio sounds classification.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Integrating EMD attributes for person identification from electrocardiographic signals.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Emotional speaker recognition in simulated and spontaneous context.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Structuring visual information for person detection in video: Application to VIDTIMIT database.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Image segmentation based thresholding technique: Application to DNA sequence scalograms.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Multiresolution framework for emotion sensing in physiological signals.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Speech emotion recognition in noisy environment.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

Multi-class SVM for stressed speech recognition.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2015
A new way to visualize DNA's base succession: the Caenorhabditis elegans chromosome landscapes.
Medical Biol. Eng. Comput., 2015

Separation and mixing parameters estimation for localization in distance based on features extraction.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Far-field Azimuth localization based on time delay of arrival estimation.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Determined blind source separation using features extraction.
Proceedings of the 38th International Conference on Telecommunications and Signal Processing, 2015

Using single log-Gabor filter and reassignment method for audio classification applications.
Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

Adaptive filter for perceptual speech enhancement.
Proceedings of the 12th IEEE International Multi-Conference on Systems, Signals & Devices, 2015

2014
Building Specific Signals from Frequency Chaos Game and Revealing Periodicities Using a Smoothed Fourier Analysis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Speech enhancement based on perceptual filter bank improvement.
Int. J. Speech Technol., 2014

Wavelet analysis of frequency chaos game signal: a time-frequency signature of the C. elegans DNA.
EURASIP J. Bioinform. Syst. Biol., 2014

Revealing Helitron signatures in Caenorhabditis elegans by the Complex Morlet Analysis based on the Frequency Chaos Game Signals.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Multi-sources separation for sound source localization.
Proceedings of the INTERSPEECH 2014, 2014

Speech Emotion Recognition in Acted and Spontaneous Context.
Proceedings of the 6th International Conference on Intelligent Human Computer Interaction, 2014

Gabor Filterbank Features for Robust Speech Recognition.
Proceedings of the Image and Signal Processing - 6th International Conference, 2014

Impact of gender and emotion type in dialogue emotion recognition.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Under-determined reverberant blind source separation using excitation sources characteristics.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Speech enhancement using perceptual multi_band Wiener filter.
Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

2013
Multiclass support vector machines for environmental sounds classification in visual domain based on log-Gabor filters.
Int. J. Speech Technol., 2013

SVM based on personal identification system using Electrocardiograms.
CoRR, 2013

Complex Morlet Wavelet Analysis of the DNA Frequency Chaos Game Signal and Revealing Specific Motifs of Introns in C.elegans.
CoRR, 2013

Biometric Personal Identification System using the ECG Signal.
Proceedings of the Computing in Cardiology, 2013

Using Three Reassigned Spectrogram Patches and Log-Gabor Filter for Audio Surveillance Application.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

2012
Application of Perceptual Filtering Models to Noisy Speech Signals Enhancement.
J. Electr. Comput. Eng., 2012

Blind speech separation based on undecimated wavelet packet-perceptual filterbanks and independent component analysis
CoRR, 2012

Environmental Sounds Spectrogram Classification using Log-Gabor Filters and Multiclass Support Vector Machines
CoRR, 2012

Séparation de sources par lissage cepstral des masques binaires (Source separation by cepstral smoothing of binary masks) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

TDOA Estimation for Multiple Speakers in Underdetermined Case.
Proceedings of the INTERSPEECH 2012, 2012

On the use of stationary wavelet packet transform and multiclass wavelet SVM for broken rotor bar detection.
Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

2011
Detecting particular features in C. elegans genomes using Synchronous Analysis based on Wavelet Transform.
Int. J. Bioinform. Res. Appl., 2011

Effect analysis of age and gender on postural stability using PCA decomposition.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2011

Environmental Sounds Classification Based on Visual Features.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

Undecimated Wavelet Packet for Blind Speech Separation Using Independent Component Analysis.
Proceedings of the Advances in Computing and Communications, 2011

2009
Using Multiscale Product for ECG Characterization.
J. Electr. Comput. Eng., 2009

Perceptually Motivated Generalized Spectral Subtraction for Speech Enhancement.
Proceedings of the Advances in Nonlinear Speech Processing, 2009

Speech enhancement using auditory spectral attenuation.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
One-Class SVMs Challenges in Audio Detection and Classification Applications.
EURASIP J. Adv. Signal Process., 2008

Robust audio speaker segmentation using one class SVMS.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Detection of an electrocardiogram R wave based on the multiscale products : MIT/BIH arrhythmia and Qt databases evaluation.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Spectral Analysis of DNA Sequence: The Exon's Location Method.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007

3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

Improved one-class SVM classifier for sounds classification.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
Hybrid approach for unsupervised Audio Speaker Segmentation.
Proceedings of the 14th European Signal Processing Conference, 2006

2003
Speech classification in noisy environment using subband decomposition.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

2002
Wavelet packet based voiced / unvoiced classification in noisy environment.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Formant estimation using gammachirp filterbank.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001


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