Formant estimation using gammachirp filterbank. - Kaïs Ouni; Zied Lachiri; Noureddine Ellouze (INTERSPEECH, 2001)

Wavelet packet based voiced / unvoiced classification in noisy environment. - Zied Lachiri; Noureddine Ellouze (EUSIPCO, 2002)

Speech classification in noisy environment using subband decomposition. - Zied Lachiri; Noureddine Ellouze (ISSPA (1), 2003)

Hybrid approach for unsupervised Audio Speaker Segmentation. - Hachem Kadri; Zied Lachiri; Noureddine Ellouze (EUSIPCO, 2006)

Improved one-class SVM classifier for sounds classification. - Asma Rabaoui; Manuel Davy; Stéphane Rossignol; Zied Lachiri; Noureddine Ellouze (AVSS, 2007)

3D Spectrum Analysis of DNA Sequence: Application to Caenorhabditis elegans Genome. - Afef Elloumi Oueslati; Noureddine Ellouze; Zied Lachiri (BIBE, 2007)

Spectral Analysis of DNA Sequence: The Exon's Location Method. - Afef Elloumi Oueslati; Zied Lachiri; Noureddine Ellouze (DSP, 2007)

Detection of an electrocardiogram R wave based on the multiscale products : MIT/BIH arrhythmia and Qt databases evaluation. - Rym Besrour; Zied Lachiri; Noureddine Ellouze (ISSPA, 2007)

Robust audio speaker segmentation using one class SVMS. - Hachem Kadri; Manuel Davy; Asma Rabaoui; Zied Lachiri; Noureddine Ellouze (EUSIPCO, 2008)

One-Class SVMs Challenges in Audio Detection and Classification Applications. - Asma Rabaoui; Hachem Kadri; Zied Lachiri; Noureddine Ellouze (EURASIP J. Adv. Signal Process., 2008)

Speech enhancement using auditory spectral attenuation. - Novlene Zoghlami; Zied Lachiri; Noureddine Ellouze (EUSIPCO, 2009)

Perceptually Motivated Generalized Spectral Subtraction for Speech Enhancement. - Novlene Zoghlami; Zied Lachiri; Noureddine Ellouze (NOLISP, 2009)

Using Multiscale Product for ECG Characterization. - Rym Besrour; Zied Lachiri; Noureddine Ellouze (J. Electr. Comput. Eng., 2009)

Undecimated Wavelet Packet for Blind Speech Separation Using Independent Component Analysis. - Ibrahim Missaoui; Zied Lachiri (ACC (4), 2011)

Environmental Sounds Classification Based on Visual Features. - Sameh Souli; Zied Lachiri (CIARP, 2011)

Effect analysis of age and gender on postural stability using PCA decomposition. - Dhouha Maatar; Régis Fournier; Amine Naït-Ali; Zied Lachiri (SiPS, 2011)

Detecting particular features in C. elegans genomes using Synchronous Analysis based on Wavelet Transform. - Afef Elloumi Oueslati; Zied Lachiri; Noureddine Ellouze (Int. J. Bioinform. Res. Appl., 2011)

On the use of stationary wavelet packet transform and multiclass wavelet SVM for broken rotor bar detection. - Hassen Keskes; Ahmed Braham; Zied Lachiri (IECON, 2012)

TDOA Estimation for Multiple Speakers in Underdetermined Case. - Mariem Bouafif; Zied Lachiri (INTERSPEECH, 2012)

Séparation de sources par lissage cepstral des masques binaires (Source separation by cepstral smoothing of binary masks) [in French]. - Ibrahim Missaoui; Zied Lachiri (JEP-TALN-RECITAL 2012, 2012)

Environmental Sounds Spectrogram Classification using Log-Gabor Filters and Multiclass Support Vector Machines - Sameh Souli; Zied Lachiri (CoRR, 2012)

Blind speech separation based on undecimated wavelet packet-perceptual filterbanks and independent component analysis - Ibrahim Missaoui; Zied Lachiri (CoRR, 2012)

Application of Perceptual Filtering Models to Noisy Speech Signals Enhancement. - Novlene Zoghlami; Zied Lachiri (J. Electr. Comput. Eng., 2012)

Using Three Reassigned Spectrogram Patches and Log-Gabor Filter for Audio Surveillance Application. - Sameh Souli; Zied Lachiri; Alexander Kuznietsov (CIARP (1), 2013)

Biometric Personal Identification System using the ECG Signal. - Emna Rabhi; Zied Lachiri (CinC, 2013)

Complex Morlet Wavelet Analysis of the DNA Frequency Chaos Game Signal and Revealing Specific Motifs of Introns in C.elegans. - Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (CoRR, 2013)

SVM based on personal identification system using Electrocardiograms. - Emna Rabhi; Zied Lachiri (CoRR, 2013)

Multiclass support vector machines for environmental sounds classification in visual domain based on log-Gabor filters. - Sameh Souli; Zied Lachiri (Int. J. Speech Technol., 2013)

Speech enhancement using perceptual multi_band Wiener filter. - Sana Alaya; Novlene Zoghlami; Zied Lachiri (ATSIP, 2014)

Under-determined reverberant blind source separation using excitation sources characteristics. - Mariem Bouafif; Zied Lachiri (ATSIP, 2014)

Impact of gender and emotion type in dialogue emotion recognition. - Farah Chenchah; Zied Lachiri (ATSIP, 2014)

Gabor Filterbank Features for Robust Speech Recognition. - Ibrahim Missaoui; Zied Lachiri (ICISP, 2014)

Speech Emotion Recognition in Acted and Spontaneous Context. - Farah Chenchah; Zied Lachiri (IHCI, 2014)

Multi-sources separation for sound source localization. - Mariem Bouafif; Zied Lachiri (INTERSPEECH, 2014)

Revealing Helitron signatures in Caenorhabditis elegans by the Complex Morlet Analysis based on the Frequency Chaos Game Signals. - Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (IWBBIO, 2014)

Wavelet analysis of frequency chaos game signal: a time-frequency signature of the C. elegans DNA. - Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (EURASIP J. Bioinform. Syst. Biol., 2014)

Speech enhancement based on perceptual filter bank improvement. - Sana Alaya; Novlene Zoghlami; Zied Lachiri (Int. J. Speech Technol., 2014)

Building Specific Signals from Frequency Chaos Game and Revealing Periodicities Using a Smoothed Fourier Analysis. - Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

Adaptive filter for perceptual speech enhancement. - Sana Alaya; Novlene Zoghlami; Zied Lachiri (SSD, 2015)

Using single log-Gabor filter and reassignment method for audio classification applications. - Sameh Souli; Zied Lachiri (SSD, 2015)

Determined blind source separation using features extraction. - Mariem Bouafif; Zied Lachiri (TSP, 2015)

Far-field Azimuth localization based on time delay of arrival estimation. - Mariem Bouafif; Zied Lachiri (TSP, 2015)

Separation and mixing parameters estimation for localization in distance based on features extraction. - Mariem Bouafif; Zied Lachiri (TSP, 2015)

A new way to visualize DNA's base succession: the Caenorhabditis elegans chromosome landscapes. - Afef Elloumi Oueslati; Imen Messaoudi; Zied Lachiri; Noureddine Ellouze (Medical Biol. Eng. Comput., 2015)

Multi-class SVM for stressed speech recognition. - Salsabil Besbes; Zied Lachiri (ATSIP, 2016)

Speech emotion recognition in noisy environment. - Farah Chenchah; Zied Lachiri (ATSIP, 2016)

Multiresolution framework for emotion sensing in physiological signals. - Zied Guendil; Zied Lachiri; Choubeila Maaoui; Alain Pruski (ATSIP, 2016)

Image segmentation based thresholding technique: Application to DNA sequence scalograms. - Mael Salah Jrad; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2016)

Structuring visual information for person detection in video: Application to VIDTIMIT database. - Beldi Makrem; Zied Lachiri (ATSIP, 2016)

Emotional speaker recognition in simulated and spontaneous context. - Asma Mansour; Zied Lachiri (ATSIP, 2016)

Integrating EMD attributes for person identification from electrocardiographic signals. - Dhouha Rezgui; Zied Lachiri (ATSIP, 2016)

Reassignment method for audio sounds classification. - Sameh Souli; Zied Lachiri (ATSIP, 2016)

Nucleosome location method based on morlet wavelet analysis scalograms investigation. - Rabeb Touati; Imen Massaoudi; Afef Elloumi Oueslati; Zied Lachiri; Noureddine Ellouze (ATSIP, 2016)

Tandem repeat search tools performance for the Arabidopsis thaliana genome. - Soumaya Zribi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2016)

A new time-frequency approach for underdetermined convolutive blind speech separation. - Mariem Bouafif; Zied Lachiri (ICASSP, 2016)

EMD method for automatic ECG fiducial points detection. - Dhouha Rezgui; Zied Lachiri (IPAS, 2016)

RBF kernel based SVM classification for landmine detection and discrimination. - Khaoula Tbarki; Salma Ben Said; Riadh Ksantini; Zied Lachiri (IPAS, 2016)

Underdetermined blind source separation technique based on speech features extraction. - Mariem Bouafif; Zied Lachiri (Int. J. Speech Technol., 2016)

SRC_Num_TDOA: Multiple speech sources' number and their TDOA Estimation from a stereo recorded mixture. - Mariem Bouafif; Zied Lachiri (SoftwareX, 2016)

A Comparative Study in Emotional Speaker Recognition in Noisy Environment. - Asma Mansour; Zied Lachiri (AICCSA, 2017)

Landmine detection improvement using one-class SVM for unbalanced data. - Khaoula Tbarki; Salma Ben Said; Riadh Ksantini; Zied Lachiri (ATSIP, 2017)

SVM Helitrons recognition based on features extracted from the FCGS representation. - Rabeb Touati; Imen Massaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2017)

Identification of microsatellites in DNA sequence based on S-transform. - Soumaya Zribi; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2017)

Classification of speech under stress based on cepstral features and one-class SVM. - Salsabil Besbes; Zied Lachiri (ICCAD, 2017)

Emotion sensing from physiological signals using three defined areas in arousal-valence model. - Wiem Mimoun Ben Henia; Zied Lachiri (ICCAD, 2017)

A novel face recognition system base on nonparametric discriminant analysis. - Arbia Soula; Riadh Ksantini; Salma Ben Said; Zied Lachiri (ICCAD, 2017)

One-class SVM for landmine detection and discrimination. - Khaoula Tbarki; Salma Ben Said; Riadh Ksantini; Zied Lachiri (ICCAD, 2017)

A Novel methodology for Helitron's classification by SVM based on time frequency representation. - Rabeb Touati; Afef Elloumi Oueslati; Imen Messaoudi; Zied Lachiri (ICCAD, 2017)

A comparative study of texture descriptor analysis for improving content based image retrieval. - Kaouther Zekri; Amel Grissa Touzi; Zied Lachiri (ICCAD, 2017)

Tandem repeats detection based on S-transform applied on synthetic and experimental codings. - Soumaya Zribi; Imen Messaoudi; Zied Lachiri (ICCAD, 2017)

Emotion recognition system based on physiological signals with Raspberry Pi III implementation. - Wiem Mimoun Ben Henia; Zied Lachiri (ICFSP, 2017)

Computational framework for emotional VAD prediction using regularized Extreme Learning Machine. - Zied Guendil; Zied Lachiri; Choubeila Maaoui (Int. J. Multim. Inf. Retr., 2017)

Multiclass SVM for Affect Recognition with Hardware Implementation. - Wiem Mimoun Ben Henia; Zied Lachiri (SSD, 2018)

Frequent pattern mining for online handwriting recognition. - Chekib Gmati; Oumaima Sliti; Habib Hamam; Zied Lachiri (ATSIP, 2018)

Comparing the scalogram images of the Beta-Globin gene in Homosapiens and Pan Troglodytes. - Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2018)

Analysis of descriptors relevant to image search by content. - Amira Slimani; Zied Lachiri (ATSIP, 2018)

A novel incremental face recognition method based on nonparametric discriminant model. - Arbia Soula; Salma Ben Said; Riadh Ksantini; Zied Lachiri (ATSIP, 2018)

Classification of Helitron's Types in the C.elegans Genome based on Features Extracted from Wavelet Transform and SVM Methods. - Rabeb Touati; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (BIOINFORMATICS, 2018)

Embedded Emotion Recognition System Based on Electrocardiogram Attributes. - Wiem Mimoun Ben Henia; Zied Lachiri (TSP, 2018)

Comparison of Haar-like, HOG and LBP approaches for face detection in video sequences. - Amal Adouani; Wiem Mimoun Ben Henia; Zied Lachiri (SSD, 2019)

Stressed speech recognition using MMFCC and kernel based classification. - Salsabil Besbes; Zied Lachiri (SSD, 2019)

Compression's Methods based on Frequency and Time Frequency Transforms applied on DNA's images. - Mael Salah Jrad; Afef Elloumi Oueslati; Zied Lachiri (SSD, 2019)

Subject-Independent Multi-Domain Facial Emotion Recognition with Local Salient Features. - Salma Kasraoui; Zied Lachiri; Kurosh Madani (SSD, 2019)

Comparative study of face detection methods in spontaneous videos. - Amal Adouani; Wiem Mimoun Ben Henia; Zied Lachiri (ICCAD, 2019)

Audio-Visual Fusion for Aggression Detection Using Deep Neural Networks. - Noussaiba Jaafar; Zied Lachiri (ICCAD, 2019)

DNA Microarray Analysis Using Machine Learning to Recognize Cell Cycle Regulated Genes. - Hiba Lahmer; Afef Elloumi Oueslati; Zied Lachiri (ICCAD, 2019)

DNN-based laughter synthesis. - Nadia Mansouri; Zied Lachiri (ICCAD, 2019)

Twosome Modelling based Emotion Recognition in Videos. - Salma Kasraoui; Zied Lachiri; Kurosh Madani (IDAACS, 2019)

Tandem Modelling Based Emotion Recognition in Videos. - Salma Kasraoui; Zied Lachiri; Kurosh Madani (IWANN (2), 2019)

Stereoscopic Image Coding Performance using Disparity-Compensated Block Matching Algorithm. - Imen Kadri; Gabriel Dauphin; Anissa Mokraoui; Zied Lachiri (SPA, 2019)

Distinguishing between intra-genomic helitron families using time-frequency features and random forest approaches. - Rabeb Touati; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (Biomed. Signal Process. Control., 2019)

An Adaptive Face Recognition System Based on a Novel Incremental Kernel Nonparametric Discriminant Analysis. - Arbia Soula; Salma Ben Said; Riadh Ksantini; Zied Lachiri (KSII Trans. Internet Inf. Syst., 2019)

The Helitron family classification using SVM based on Fourier transform features applied on an unbalanced dataset. - Rabeb Touati; Afef Elloumi Oueslati; Imen Messaoudi; Zied Lachiri (Medical Biol. Eng. Comput., 2019)

Emotional speaker recognition in real life conditions using multiple descriptors and i-vector speaker modeling technique. - Asma Mansour; Farah Chenchah; Zied Lachiri (Multim. Tools Appl., 2019)

A combined support vector machine-FCGS classification based on the wavelet transform for Helitrons recognition in C.elegans. - Rabeb Touati; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (Multim. Tools Appl., 2019)

Combining Speech Features for Aggression Detection Using Deep Neural Networks. - Noussaiba Jaafar; Zied Lachiri (ATSIP, 2020)

A survey on deep learning techniques used for breast cancer detection. - Bochra Jaafar; Hela Mahersia; Zied Lachiri (ATSIP, 2020)

Classification of DNA Microarrays Using Deep Learning to identify Cell Cycle Regulated Genes. - Hiba Lahmer; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2020)

Laughter synthesis: A comparison between Variational autoencoder and Autoencoder. - Nadia Mansouri; Zied Lachiri (ATSIP, 2020)

Evaluation of Zero Frequency Filtering based Method for Multi-pitch Streaming of Concurrent Speech Signals. - Mariem Bouafif Mansali; Tom Bäckström; Zied Lachiri (EUSIPCO, 2020)

Stereoscopic Image Coding Using a Global Disparity Estimation Algorithm Optimizing the Compensation Scheme Impact. - Imen Kadri; Gabriel Dauphin; Anissa Mokraoui; Zied Lachiri (SPA, 2020)

A novel incremental Kernel Nonparametric SVM model (iKN-SVM) for data classification: An application to face detection. - Arbia Soula; Khaoula Tbarki; Riadh Ksantini; Salma Ben Said; Zied Lachiri (Eng. Appl. Artif. Intell., 2020)

DNN-based grapheme-to-phoneme conversion for Arabic text-to-speech synthesis. - Ikbel Hadj Ali; Zied Mnasri; Zied Lachiri (Int. J. Speech Technol., 2020)

Deep clustering with a Dynamic Autoencoder: From reconstruction towards centroids construction. - Nairouz Mrabah; Naimul Mefraz Khan; Riadh Ksantini; Zied Lachiri (Neural Networks, 2020)

Disparities selection controlled by the compensated image quality for a given bitrate. - Imen Kadri; Gabriel Dauphin; Anissa Mokraoui; Zied Lachiri (Signal Image Video Process., 2020)

CNN model applied on SNP protein sequences for intestinal cancer early detection. - Saifeddine Ben Nasr; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (SSD, 2021)

MicroRNA expression classification for human disease prediction. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (SSD, 2021)

PyAWNeS-Codec: Speech and audio codec for ad-hoc acoustic wireless sensor networks. - Tom Bäckström; Mariem Bouafif Mansali; Pablo Pérez Zarazaga; Meghna Ranjit; Sneha Das; Zied Lachiri (EUSIPCO, 2021)

Cancellation of Local Competing Speaker with Near-Field Localization for Distributed ad-hoc Sensor Network. - Pablo Pérez Zarazaga; Mariem Bouafif Mansali; Tom Bäckström; Zied Lachiri (Interspeech, 2021)

New methodology for repetitive sequences identification in human X and Y chromosomes. - Rabeb Touati; Asma Tajouri; Imen Mesaoudi; Afef Elloumi Oueslati; Zied Lachiri; Maher Kharrat (Biomed. Signal Process. Control., 2021)

Human Laughter Generation using Hybrid Generative Models. - Nadia Mansouri; Zied Lachiri (KSII Trans. Internet Inf. Syst., 2021)

A combined CNN-LSTM Network for Audio Emotion Recognition using Speech and Song attributs. - Souha Ayadi; Zied Lachiri (ATSIP, 2022)

Pre-miRNA sequence prediction using convolutional neural network. - Saifeddine Ben Nasr; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2022)

Involving FCGR method in multiclass cancer diseases classification with transfer learning models. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (ATSIP, 2022)

Detection of gear defects by mixed Discrete Wavelet Transform and FastEMD. - Hana Tayachi; Hanen Gabzili; Zied Lachiri (CoDIT, 2022)

A comparison of face detection methods using spontaneous videos. - Amal Adouani; Wiem Mimoun Ben Henia; Zied Lachiri (Multim. Tools Appl., 2022)

Artificial Intelligence for securing SDIoT: challenges and countermeasures. - Ameur Salem Zaidoun; Hajer Baccouch; Abderrahmen Guermazi; Zied Lachiri (SSD, 2023)

Multimodal fusion methods with deep neural networks and meta-information for aggression detection in surveillance. - Noussaiba Jaafar; Zied Lachiri (Expert Syst. Appl., 2023)

Breast cancer early detection in TP53 SNP protein sequences based on a new Convolutional Neural Network model. - Saifeddine Ben Nasr; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (EAI Endorsed Trans. Pervasive Health Technol., 2023)

Cancer disease multinomial classification using transfer learning and SVM on the genes' sequences. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (EAI Endorsed Trans. Pervasive Health Technol., 2023)

Early breast cancer detection and differentiation tool based on tissue impedance characteristics and machine learning. - Soumaya Ben Salem; Samar Zahra Ali; Anyik John Leo; Zied Lachiri; Martin Mkandawire (Frontiers Artif. Intell., 2023)

Deep neural network architectures for audio emotion recognition performed on song and speech modalities. - Souha Ayadi; Zied Lachiri (Int. J. Speech Technol., 2023)

Expressivity Transfer In Transformer-Based Text-To-Speech Synthesis. - Mohamed Hamed; Zied Lachiri (ATSIP, 2024)

Modeling Continuous Emotions in Text Data using IEMOCAP Database. - Awatef Messaoudi; Hayet Boughrara; Zied Lachiri (ATSIP, 2024)

Deep Learning Models Comparison in binary context for DDoS Attack Detection in Software-Defined Network. - Ameur Salem Zaidoun; Zied Lachiri (ATSIP, 2024)

Speech Emotion Recognition In Continuous Space Using IEMOCAP Database. - Awatef Messaoudi; Hayet Boughrara; Zied Lachiri (ISIVC, 2024)

Towards deep learning multi-classification of DDoS attacks in software-defined networks. - Ameur Salem Zaidoun; Zied Lachiri (ISIVC, 2024)

Human disease prediction based on deep and machine learning classification of genes with miRNA binding sites. - Ines Slimene; Imen Messaoudi; Afef Elloumi Oueslati; Zied Lachiri (Multim. Tools Appl., 2024)

Multimodal emotion recognition: integrating speech and text for improved valence, arousal, and dominance prediction. - Awatef Messaoudi; Hayet Boughrara; Zied Lachiri (Ann. des Télécommunications, 2025)

A hybrid deep learning model for multi-class DDoS detection in SDN networks. - Ameur Salem Zaidoun; Zied Lachiri (Ann. des Télécommunications, 2025)