A-Articles dans des revues arbitrées

• Bouchair*, A; Selouani, S A; Amrouche, A; Sidi Yakoub, M. (2022). Improved Empirical Mode Decomposition Using Optimal Recursive Averaging Noise Estimation for Speech Enhancement. Circuits Systems Signal Processing, Springer, Vol. 4, pp. 196–223, 2022.
• Chaiani*, A; Selouani, S A; Boudraa, M; Sidi Yakoub, M. (2022). Voice disorder classification using speech enhancement and deep learning models, Biocybernetics and Biomedical Engineering, Volume 42, Issue 2, Elsevier, Pages 463-480, 2022.
• LeBlanc*, R; Selouani, S A. (2022). A two-stage deep neuroevolutionary technique for self-adaptive speech enhancement. IEEE Access Journal, vol. 10, pp. 5083-5102, 2022.
• Qamhan*, M A; Alotaibi, Y; Seddiq, Y; Meftah*, A; Selouani S A. (2021). Sequence-to-Sequence Acoustic-to- Phonetic Conversion Using Spectrograms and Deep Learning. IEEE Access Journal. 9: pp. 80209-80220, 2021.
• Zaidi*, B F; Selouani, S A; Boudraa, M; Sidi Yakoub. (2021). Deep neural network architectures for dysarthric speech analysis and recognition. Journal of Neural Computing & Applications. 33(15), pp. 9089 – 9108, 2021.
• Ibrahim A. B., Seddiq Y. M., Meftah A. H., Alghamdi M., Selouani S. A., Qamhan M. A., Alotaibi Y. A., Alshebeili S., (2020), "Optimizing Arabic Speech Distinctive Phonetic Features and Phoneme Recognition Using Genetic Algorithm," in IEEE Access, doi: 10.1109/ACCESS.2020.3034762.
• Krobba A., Debyeche M., Selouani S. A. (2020), “Mixture linear prediction Gammatone Cepstral features for robust speaker verification under transmission channel noise”, Multimedia tool and applications, Springer, Multimedia Tools and Applications, volume 79: pp.18679–18693.
• Sidi Yakoub M., Selouani S. A., Zaidi B.-F., Bouchair A. (2020), “Improving dysarthric speech recognition using empirical mode decomposition and convolutional neural network”, EURASIP Journal on Audio, Speech, and Music Processing volume 1: pp.1-20.
• Krobba A., Debyeche M., Selouani S. A. (2019), “Multitaper chirp group delay Hilbert envelope coefficients for robust speaker verification”, Multimedia tools and applications, Springer, Multimedia Tools and Applications volume 78: pp. 19525–19542.
• Alotaibi Y. A., Selouani S. A., Yakoub M.S., Seddiq Y. M., Meftah A. (2019), “A Canonicalization of Distinctive Phonetic Features to Improve Arabic Speech Recognition”, Acta Acustica, Acustica 105 (6), pp.1269-1277.
• Krobba A., Debyeche M., Selouani, S. A. (2019), “Maximum entropy PLDA for robust speaker recognition under speech coding distortion”, International Journal of Speech Technology, Springer, 22:4, pp. 1115-1122.
• Seddiq Y., Alotaibi Y.A., Selouani S. A., Meftah A. (2019), “Distinctive Phonetic Features Modeling and Extraction Using Deep Neural Networks”, IEEE Access journal vol.7, pp. 81382-81396.
• Zaidi B.F., Boudraa M., Selouani S. A., Addou D., Yakoub M.S. (2019), “Automatic Recognition System for Dysarthric Speech Based on MFCC’s, PNCC’s, JITTER and SHIMMER Coefficients”, In: Arai K., Kapoor S. (eds) Advances in Computer Vision. CVC 2019. Advances in Intelligent Systems and Computing, vol 944. Springer, pp. 500-510.
• Seddiq Y, Alotaibi Y, Meftah A, Selouani, S. A, Alghamdi M. (2018), “Revisiting distinctive phonetic features from applied computing perspective: unifying views and analyzing modern Arabic speech varieties”, International Journal of Speech Technology, Springer, 21(4): 907-913.
• Meftah A, Alotaibi Y, Selouani S A. (2018). Evaluation of an Arabic Speech Corpus of Emotions: A Perceptual and Statistical Analysis. IEEE Access journal vol. 6: 72845-72861.
• Gharsellaoui S*, Selouani S A, Cichocki W, Alotaibi Y, Dahmane A O. (2018). Application of the pairwise variability index of speech rhythm with particle swarm optimization to the classification of native and non-native accents. Computer Speech and Language, Volume 48, pp. 67-79, Elsevier.
• Yacoub M. S., Selouani S. A. (2017), "Ontology-based framework for a multi-domain spoken dialogue system", Journal of Ambient Intelligence and Humanized Computing, pp.1-14.
• Daalache R*, Selouani S A, Boudraa M, Addou D. (2017). Particle Swarm Optimization to improve robustness of distributed speech recognition . Acta Acustica. 103(4): 616-623.
• Kadi K*, Selouani S A, Boudraa M, Boudraa B. (2016). Fully automated speaker identification and intelligibility assessment in dysarthria disease using auditory knowledge. Biocybernetics and Biomedical Engineering, Elsevier. 36(1): 233-247.
• Elgarrai Z, El Meslouhi O, Kardouchi M, Allali H, Selouani S A. (2016). Offline face recognition system based on Gabor-Fisher descriptors and hidden Markov models. International Journal of Interactive Multimedia and Artificial Intelligence. 4(1): 11-14.
• Paulin C*, Selouani S A, Hervet E. (2016). Audio steganalysis using Deep Belief Networks. International Journal of Speech Technology, Springer. 19(3): 585-591.
• Selouani S A, Alotaibi Y, Cichocki W, Gharsallaoui S*, Kadi K*. (2015). Native and non-native class discrimination using speech rhythm- and auditory-based cues. Journal of Computer Speech and Language, Elsevier. 31(1): 28-48.
• Droua-Hamdani G*, Selouani S A, Alotaibi Y, Boudraa M. (2015). Speech rhythm in L1 and L2 Arabic. Arabian Journal for Science and Engineering, Springer. 41(3): 1-9.
• Yacoub M S*, Selouani S A, Nkambou R. (2015). Spoken dialogue understanding using parser dependencies and ontology. International journal of Speech technology, Springer. 18(3): 449-457.
• Addou D*, Selouani S A. (2015). Optimization of multiple feature stream weights for distributed speech processing in mobile environments. IEEE-IET Signal Processing journal,. 9(4): 387-394.
• Saadoune A*, Amrouche A, Selouani S A. (2014). Perceptual subspace speech enhancement using variance of the reconstruction error. Digital Signal Processing, Elsevier. 24: 187-196.
• Cichocki W, Selouani S A, Perreault Y*. (2014). Measuring rhythm in dialects of New Brunswick French: Is there a role for intensity?. Journal of Canadian Acoustics - Acoustique Canadienne. 42(3): 90-91.
• Kadi K*, Selouani S A, Boudraa B, Boudraa M. (2014). Automated diagnosis and assessment of dysarthric speech using relevant prosodic features. Transactions on Engineering Technologies, Springer. : 529-542.
• Dahmani H*, Selouani S A, Doghmane N, O’Shaughnessy D, Chetouani M. (2014). On the relevance of using rythmic metrics and SVM to assess dysarthric severity. International Journal of Biometrics. 6(3): 248-271.
• Saadoune A*, Amrouche A, Selouani S A. (2013). MCRA noise estimation for KLT-VRE-based speech enhancement. International Journal of Speech Technology, Eds. Springer. 16(3): 333-339.
• Gharsallaoui S*, Y. Alotaibi Y, Selouani S A, Ben Ayed A*, Benahmed Y*, Dahmane A O. (2013). A rhythm-based analysis of native and non-native speaking styles. International Journal of Signal Processing Systems. 1(2): 202-207.
• Selouani S A, Alotaibi Y. (2013). Adaptation To non-native speech using evolutionary-based discriminative linear transforms. Engineering Applications of Artificial Intelligence, Elsevier. 26(2): 899-904.
• Chowdhury F R*, Selouani S A, O’Shaughnessy D. (2012). Bayesian on-line spectral change point detection: a soft computing approach for on-line ASR. International Journal of Speech Technology, Springer. 15(1): 5-23.
• Dahmani H*, Selouani S A. (2012). Assessment of dysarthric speech through rhythm metrics. Journal of King Saud University – Computer and Information Sciences, Elsevier. 25(1): 43-49.
• Addou D*, Selouani S A, Boudraa M, Boudraa B. (2012). An efficient front-end for distributed speech recognition over mobile communications. International Journal of Computer and Communication Engineering. 1(3): 233-236.
• Selouani S A, Dahmani H*, Amami R*, Hamam H. (2012). Using speech rhythm knowledge to improve dysarthric speech recognition. International Journal of Speech Technology, Springer Eds. 15(1): 57-64.
• Rekik S*, Hamam H, Selouani S A. (2012). Audio steganography coding using the discrete Wavelet transforms. International Journal of Computer Science and Security. 5(4): 79-93.
• Ben Ayed A*, Kardouchi M, Selouani S A. (2012). Rotation invariant fuzzy shape contexts based on eigen shapes and Fourier Transforms for efficient radiological image retrieval. Image and Signal Processing, Lecture Notes in Computer Science, Springer Verlag. 7340: 432-441.
• Droua-Hamdani G*, Selouani S A, Boudraa M. (2012). Speaker-independent ASR: effect of regional accents. International Journal of Speech Technology, Springer. 15(4): 487-493.
• Rekik S*, Guerchi D, Selouani S A, Hamam H. (2012). Speech steganography using Wavelet and Fourier transforms. EURASIP Journal on Audio, Speech, and Music Processing. 2012(1): 1-14
• Selouani S A, Alotaibi Y. (2011). Experiments on adaptation to non-native Arabic accent in automatic speech recognition. Applied Computing and Informatics, Elsevier eds. 9(1): 1-10.
• H. Sitilia, H. Hamam, S.-A. Selouani, "Technical Solutions for Privacy Protection in RFID", European Journal of Scientific Research, Vol.38 No.3, pp.500-508, 2010.
• Y. A. Alotaibi, and S-.A. Selouani,. "Evaluating the MSA West Point Speech Corpus", International Journal of Computer Processing of Oriental Languages, vol. 22, No.4: 1-20., 2010.
• N. Ghourchian, S.-A. Selouani, D. O'Shaughnessy, "Robust Speech Enhancement Using Two-Stage Filtered Minima Controlled Recursive Averaging", Lecture Notes in Computer Science, Springer eds. SIP, pp. 72-81, December 2009.
• Y. Benabderahmane, S.-A. Selouani, D. O'Shaughnessy, and H. Hamam,"A Comparative Study of Blind Speech Separation using Subspace Method and Higher Order Statistics", Lecture Notes in Computer Science, Springer-Verlag Berlin Heidelberg eds., pp. 117-124, December 2009.
• S-.A. Selouani, M.S. Yakoub, D. O'Shaughnessy, "Alternative Speech Communication System, for persons with severe speech disorders", EURASIP Journal on Advances in Signal Processing, Special issue on Analysis and Signal Processing of Oesophageal and Pathological Voices, Article ID 540409, 12 pages DOI: 10.1155, May 2009.
• D. Addou, S.-A. Selouani, K. Kifaya, M. Boudraa, and B. Boudraa, "A noise-robust front-end for distributed speech recognition in mobile communications", International Journal of Speech Technology, ISSN 1381-2416, pp. 167-173, May 2009.
• N. Kamel, S-A Selouani and H. Hamam, "A Model-Checking Approach for the Verification of CARE Usability Properties for Multimodal User Interfaces", International Review on Computers and Software, ISSN: 1828-6003, pp. 152-160, January 2009.
• W. Cichocki, S-.A. Selouani, L. Beaulieu, "The RACAD speech corpus of New-Brunswick Acadian French: Design and applications". The Canadian Acoustics Journal, vol. 36, pp.3-10, 2008.
• Y. A., Alotaibi, S.-A. Selouani, and D. O'Shaughnessy, "Experiments on Automatic Recognition of Non-native Arabic Speech", EURASIP Journal on Audio, Speech, and Music Processing, Article ID 679831, 9 pages, doi:10.1155, 2008.
• S.-A. Selouani, L. Tang-Hô, Y. Benahmed, D. O'Shaughnessy, "Speech-enabled tools for augmented Interaction in e-learning applications", Special issue of International Journal of Distance Education Technologies, Vol. 6 No2, pp. 1-20, 2008.
• S-A. Selouani, Y. Alotaibi, "Investigating Automatic Recognition of Non-Native Arabic Speech", International Journal of Mathematical and Computer Sciences, Vol. No 2, pp. 1-18, March 2008.
• S.-A. Selouani, H. Hamam, D. O'Shaughnessy, «A hybrid Genetic-Neural Front-end extension for robust speech recognition over telephone lines», Lecture Notes on Computer Science, Springer-Verlag Berlin Heidelberg, pp. 169-178, 2007.
• S.-A. Selouani, and H. Hamam"Broadband's Social Impact in an Atlantic Rural Zone: Case Study in the Shippagan Area", Journal of Information, Information technology, and Organizations, Vol. 2, pp. 79-94, 2007.
• S. A. Selouani, D.O'Shaughnessy and J. Caelen "Incorporating phonetic knowledge into an evolutionary subspace approach for robust speech recognition", International Journal of Computers and Applications, Vol. 29, No 2, pp. 143-154, 2007.
• S.A Selouani, H. Hamam, and Y. Benahmed "Broadband Technology in the Acadian Peninsula: Report Based on a Case Study", IEEE-Canadian review, No. 54, pp. 8-12, 2007.
• H. Hamam, D. LeBlanc, Y. Benahmed, S.A. Selouani, Y. Bouslimani,"Double Modality Computer Interface for Learners with Special Needs", International Journal of Emerging Technologies in Learning, ISSN: 18630383, Vol. 2, Issue 2, 2007.
• S.A Selouani, T. Lê, C. Moghrabi, B. Lanteigne, J. Roy "Online collaborative learning system using speech technology", Transactions on Engineering, computing and technology, Vol. 15, pp.52-57, October 2006.
• S. A. Selouani, «Un système à base de connaissances pour une communication parlée Personne-Système multilingue», numéro spécial de la revue de l'Université de Moncton, vol.36, No 2, pp.53-84, 2005.
• S. A. Selouani & D.O'Shaughnessy, "Robust automatic recognition of telephone speech", Acoustical Society of America Journal, short paper, Vol. 113, No.4, pp. 2198-2198, 2003.
• S. A. Selouani and D.O'Shaughnessy, "On the use of evolutionary algorithms to improve the robustness of continuous speech recognition systems in adverse conditions", Special issue of the Journal on Applied Signal Processing, No. 8, pp.814-823, July 2003.
• S.-A Selouani & D.O'Shaughnessy, "Speaker adaptation of HMMs using evolutionary strategy-based linear regression", Acoustical Society of America Journal, Volume 111, Issue 5, pp. 2477-2478, 2003.

B-Livres

Selouani S A. Speech Processing and Soft Computing. Springer-Verlag, Springer, New York, 2011.

C-Chapitres de livres

• Kadi K*, Selouani S A. (2018). Distinctive auditory-based cues and rhythm metrics to assess the severity level of dysarthria. Series:Speech Technology and Text Mining in Medicine and Health Care. Signal and Acoustic Modeling for Speech and Communication Disorders. De Gruyter: 1-19. accepté, Eds Patil, Hemant and Neustein.
• Kadi K*, Selouani S A, Boudraa B, Boudraa M. Automated diagnosis and assessment of dysarthric speech using relevant prosodic features. Yang GC, Ao SI, Gelman L. Transactions on Engineering Technologies. Springer Netherlands: 529-542, 2014.
• Chowdhury F R*, Selouani S A, O’Shaughnessy D. Voice biometrics: speaker verification and identification. Nait A, Fournier R. Signal and Image Processing for Biometrics. Wiley eds.: 131-148, 2013.
• Chowdhury F R*, Selouani S A, O’Shaughnessy D. Identification et vérification du locuteur distribuées dans les communications mobiles. Nait A, Fournier R. Traitement du Signal et de l'Image pour la Biométrie. Hermes Science Publications: 161-178, 2012.
• Selouani S A, Benabderrahmane Y*, Ben Salem A*, Hamam H, O’Shaughnessy D. Convolutive blind separation of speech mixtures using auditory-based subband model. Ao S I, Gelman, L. Electrical Engineering and Applied Computing. Springer Netherlands(90): 161-172, 2011.
• S- A. Selouani, T-H. Lê, Y. Benahmed, and D. O'Shaughnessy, "Enhanced Speech-Enabled Tools for Intelligent and Mobile E-Learning Applications", book chapter in Technologies Shaping Instruction and Distance Education: New Studies and Utilization, eds Advances in Distance Education Technologies series, pp. 147-166, 2010.
• S- A. Selouani, "The Well Adjusted Intelligent Conversational Agent for Mobile Communications", Chapter in Springer eds book Visions of Speech: Exploring New Voice Apps in Mobile Environments, Call Centers and Clinics, under press, 2010.
• N. Kamel, S-A Selouani and H. Hamam, "A formal approach to the verification of adaptability properties for mobile multimodal user interfaces", Chapter in multimodality in Mobile Computing and Mobile Devices: Methods for Adaptable Usability, Stan Kurkovsky eds, IGI publishing, pp. 53-75, 2010.
• Y. Benahmed, S-.A. Selouani, H. Hamam, "Natural Human-System Interaction Using Intelligent Conversational Agents", Book chapter Open Information Management: Applications of Interconnectivity and Collaboration. IGI Publishing edition, pp. 232-250, 2009.

D-Articles publiés dans des actes de conférences arbitrées

• Meftah A., Alotaibi Y, Selouani S. A. (2017). Investigating Arabic Speakers’ Emotions Using Speech Rhythm Metrics. IEEE European Modelling Symposium on Mathematical Modelling and Computer Simulation, Manchester, UK.
• Meftah A., Seddiq Y., Alotaibi Y, Selouani S. A. (2017). Cross-Corpus Arabic and English emotion recognition. EEE International Symposium on Signal Processing and Information Technology. Bilbao, Spain.
• Zaidi B F*, Selouani S A, Boudraa M, Hamdani-Droua G. (2017). Interface of an automatic recognition system for dysarthric speech. IEEExplore. Future Technologies Conference (FTC), Vancouver, Canada.
• Alotaibi Y, Seddiq Y, Meftah A*, Selouani S A, Sidi Yakoub M*. (2017). A new look at the automatic mapping between Arabic distinctive phonetic features and acoustic cues. IEEExplore. IEEE 40th International Conference on Telecommunications and Signal Processing, Barcelone, Espagne (368-371)
• Paulin C*, Selouani S A, Hervet E. (2017). A comparative study of audio/speech steganalysis techniques. 30th Canadian Conference on Electrical and Computer Engineering (CCECE), Windsor, Canada (1-4)
• Alotaibi Y, Meftah A*, Selouani S A,. (2016). Classical Arabic phoneme contextual analysis using HMM classifiers. IEEExplore. IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Limassol, Chypre (11-15)
• Zaidi B F*, Selouani S A, Boudraa M, Hamdani G. (2016). Human/machine interface dialog integrating new information and communication technology for pathological voice. IEEE. 2016 Future Technologies Conference (FTC), San Francisco, États-Unis (494-498)
• Meftah A*, Alotaibi Y, Selouani S A. (2016). Emotional speech recognition: a multilingual perspective. International Conference on Bioengineering for Smart Technologies (BioSMART), Dubai, Émirats Arabes Unis (1-4)
• Meftah A*, Alotaibi Y, Selouani S A. (2016). A Comparative study of different speech features for Arabic phoneme classification. IEEExplore. 2016 European Modelling Symposium (EMS), Pise, Italie (47-52)
• Benahmed Y*, Selouani S A, O'Shaughnessy D. (2016). Evaluation of graph metrics for optimizing bin-based ontologically smoothed language models. 24th European Signal Processing Conference (EUSIPCO), Budapest, Hongrie (1906-1910)
• Paulin C*, Selouani S A, Hervet E. (2016). Speech steganalysis using evolutionary restricted Boltzmann machines. IEEExplore. 2016 IEEE Congress on Evolutionary Computation (CEC), Vancouver, Canada (4831-4838)
• Alotaibi Y, Sidi Yakoub M*, Meftah A*, Selouani S A. (2016). Duration modeling in automatic recited speech recognition. IEEExplore. 39th International Conference on Telecommunications and Signal Processing (TSP), Vienne, Autriche (323-326).
• Alotaibi Y, Seddiq Y, Meftah A*, Selouani S A, Alghamdi M. (2016). Distinctive phonetic features of Arabic dialects: a comparative study. Lecture Notes in Computer Science (LNCS). The 17th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2016), Konya, Turquie (1-6).
• Meftah A*, Alotaibi Y, Selouani S A. (2015). Arabic speaker emotion classification using rhythm metrics and neural networks. IEEExplore. 23rd European Signal Processing Conference (EUSIPCO), Nice, France (1426-1430)
• Seddiq Y, Alotaibi Y, Selouani S A. (2015). Frame distance array algorithm parameter tune-up for TIMIT corpus automatic speech segmentation. IEEExplore. Electro/Information Technology (EIT), 2015 IEEE International Conference on, Dekalb, États-Unis (241-245)
• Gharsellaoui S*, Selouani S A, Dahmane A O. (2015). Automatic emotion recognition using auditory and prosodic indicative features. IEEExplore. 28th Canadian Conference on Electrical and Computer Engineering (CCECE), Halifax, Canada (1265-1270).
• Seddiq Y, Alotaibi Y, Selouani S A. (2014). Classification of emphatic consonants and their counterparts in Modern Standard Arabic using neural networks. IEEExplore. EEE International Symposium on Signal Processing and Information Technology (ISSPIT), Noida, Inde (73-77).
• Sidi Yakoub M*, Selouani S A, Nkambou R. (2014). Ontology and parser dependencies approach for spoken dialogue systems. IEEExplore. IEEE International Symposium on Signal Processing and Information Technology, Noida, Inde (167-172).
• Meftah A*, Selouani S A, Alotaibi Y. (2014). Preliminary Arabic speech emotion classification. IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), Noida, Inde (179-182).
• Meftah A*, Alotaibi Y, Selouani S A. (2014). Designing, building, and analyzing an Arabic speech emotional corpus: Phase 2. 5th International Conference on Arabic Language Processing CITALA, Oujda, Maroc (181-184).
• Elgarrai Z, Kardouchi M, Allali H, Selouani S A. (2014). Face recognition system using Gabor features and HTK toolkit. IEEExplore. 10th international conference on signal image technology & Internet-based systems, Marrakech, Maroc (32-36).
• Alotaibi Y, Meftah A*, Selouani S A. (2014). Investigating the impact of phonetic cross language modeling on Arabic and English speech recognition. IEEExplore. 9th IEEE/IET International Symposium on Communication Systems, Network & Digital Signal Processing (CSNDSP’14), Manchester, Royaume-Uni (585-590).
• Droua-Hamdani G*, Selouani S A, Alotaibi Y. (2014). Rhythm analysis in Arabic L2 speech. ampbell, Gibbon, and Hirst (eds.). Speech Prosody 7, Dublin, Irlande (1007-1011).
• Benahmed Y*, Selouani S A, O'Shaughnessy D. (2014). A bin-based ontological framework for low resource N-gram smoothing in language modeling. IEEE Acoustic, Speech and Signal Processing (ICASSP), Florence, Italie (4951-4955).
• Altuwaim A A, Alotaibi Y, Selouani S A. (2014). Investigation into the speech rhythm of two Saudi dialects using the SAAVB corpus. IEEExplore. Sixth International Symposium on Communications, Control and Signal Processing (ISCCSP), Athène, Grèce (632-635).
• Droua-Hamdani G*, Alotaibi Y, Selouani S A, Boudraa M. (2014). Rhythmic features across Modern Standard Arabic and Arabic dialects. European Language Resources Association. 9th edition of the Language Resources and Evaluation Conference, Reykjavik, Islande (43-47).
• Sidi Yakoub M*, Nkambou R, Selouani S A. (2013). Phone classification using HMM/SVM system and normalization technique. IEEE Computer society. IEEE International Symposium on Signal Processing and Information Technology, Athènes, Grèce (96-101).
• Ben Ayed A*, Droua-Hamdani G*, Alotaibi Y, Selouani S A. (2013). On the relevance of speech rhythm metrics to characterize social factors. IEEExplore. 7th IEEE GCC Conference and exhibition, Doha, Qatar (606-610).
• Awais M, Alsulaiman M, Muhammad G, Selouani S A. (2013). MDLF-Mavg: a new speech feature with a voiceprint. IEEExplore. 7th IEEE GCC Conference and exhibition, Doha, Qatar (601-605)
• Alotaibi Y, Meftah A*, Selouani S A. (2013). Diacritization, automatic segmentation and labeling for Levantine Arabic speech. IEEExplore. Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), Napa, États-Unis (7-11).
• Alotaibi Y, Meftah A*, Selouani S A. (2013). Investigation of emotion classification using speech rhythm metrics. IEEExplore. Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE), Nappa, États-Unis (204-209).
• Kadi K*, Selouani S A, Boudraa B, Boudraa M. (2013). Discriminative prosodic features to assess the dysarthria severity levels. The World Congress on Engineering, Londres, Royaume-Uni (2201-2205).
• Cichocki W, Selouani S A, Ben Ayed A*, Boudreau C*, Perreault Y*. (2013). Variation of rhythm metrics in regional varieties of Acadian French. Acoustical Society of America. Proceedings of Meetings on Acoustics, Montréal, Canada (1-7).
• Meftah A*, Selouani S A, Alotaibi Y. (2013). Investigating speaker gender using rhythm metrics in Arabic dialects. IEEExplore. Systems, Signal Processing and their Applications (WoSSPA), 2013 8th International IEEE Workshop on, Alger, Algérie (347-350).
• Droua-Hamdani G*, Selouani S A, Boudraa M. (2013). Effect of characteristics of speakers on MSA ASR performance. Communications, Signal Processing, and their Applications (ICCSPA), 2013 International Conference on, Sharjah, Émirats Arabes Unis (1-5).
• Ben Ayed A*, Selouani S A. (2013). Market customers' classification using Hidden Markov Models toolkit. Computer Applications Technology (ICCAT), 2013 International Conference on, Sousse, Tunisie (1-4).
• Chowdhury F R*, Selouani S A. (2012). A soft computing approach to improve the robustness of on-line ASR in previously unseen highly non-stationary acoustic environments. 11th IEEE conference on Information Science and Signal Processing and their Applications (ISSPA), Montréal, Canada (89-93).
• Ben Ayed A*, Selouani S A, Kardouchi M, Benahmed Y*. (2012). Radiological image classification using HMMs and shape contexts. IEEExplore. 11th IEEE conference on Information Science and Signal Processing and their Applications (ISSPA), Montréal, Canada (87-91).
• Alotaibi Y, Selouani S A, Alghamdi M, Meftah A*. (2012). Arabic and English speech recognition using cross-language acoustic models. IEEExplore. 11th IEEE conference on Information Science and Signal Processing and their Applications (ISSPA), Montréal, Canada (40-44).
• Selouani S A, Alotaibi Y, Lin P. (2012). Comparing Arabic rhythm metrics among other languages. Audio, Language and Image Processing (ICALIP), 2012 International Conference on, Shanghai, Chine (287-291).
• Benahmed Y*, Selouani S A, O'Shaughnessy D. (2012). Effects of discriminative training on the RACAD corpus of the French language spoken in the canadian province of New Brunswick. 11th IEEE conference on Information Science and Signal Processing and their Applications (ISSPA), Montréal, Canada (695-699)
• Addou D*, Selouani S A, Boudraa M, Boudraa B. (2012). Noise-robust speech features' processing in mobile communications. International Conference on Computer Related Knowledge ICCRK, Sousse, Tunisie
• Rekik S*, Selouani S A, Guerchi D, Hamam H. (2012). An autoregressive time-delay neural network for speech steganalysis. 11th IEEE conference on Information Science and Signal Processing and their Applications (ISSPA), Montréal, Canada (54-58).
• Ben Ayed A*, Kardouchi M, Selouani S A. (2012). Rotation invariant shape contexts based on 2D Fourier transform and eigenshapes for radiological image retrieval. Acta Press. Imaging and Signal Processing in Health Care and Technology, Baltimore, États-Unis.
• Benahmed Y*, Selouani S A, O’Shaughnessy D. (2012). Ontology-based pattern generator and root semantic analyzer for spoken dialogue systems. IEEExplore. IEEE Canadian Conference on Electrical and Computer Engineering (CCECE), Montréal, Canada (1-4)
• Selouani S A. (2012). Evolutionary-based speaker adaptation to improve interaction with RFID networks in noisy environments. International Conference on Computing and Information Technology, Taiba, Arabie Saoudite (415-420).
• Chowdhury F R*, Selouani S A, O'Shaughnessy D. (2012). A highly non-stationary noise tracking and compensation algorithm, with applications to speech enhancement and online ASR. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japon (4337-4340).
• Selouani S A. (2011). Evolutionary discriminative speaker adaptation. IEEE-Automatic Speech Recognition and Understanding Workshop, Hawai, États-Unis (164-168).
• Chowdhury F R*, Selouani S A, O’Shaughnessy D. (2011). A rapid adaptation algorithm for tracking highly non-stationary noise based on Bayesian inference for on-line spectral change point detection. ISCA. Interspeech conference, Florence, Italie (1205-1208).
• Benabderrahmane Y*, Selouani S A, O’Shaughnessy D. (2011). Frequency oriented PCA for blind speech separation of convolutive mixtures in multiple environments. ESCA. Interspeech conference, Florence, Italie (557-560).
• Benahmed Y*, Selouani S A, O'Shaughnessy D, Abolhassani A H. (2011). Real-life speech-enabled system to enhance interaction with RFID networks in noisy environments. IEEExplore. Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, Prague, Tchèque, République (1781-1784).
• Selouani S A, Dahmani H*, Amami R*, Hamam H. (2011). Dysarthric speech classification using hierarchical multilayer perceptrons and posterior rhythmic features. Advances in Intelligent and Soft Computing book series (AINSC, volume 87). International Conference on Soft Computing Models in Industrial and Environmental Applications, Salamanque, Espagne (437-444).
• Chowdhury F R*, Selouani S A, O’Shaughnessy D. (2011). Real-time Bayesian inference: a soft computing approach to environmental learning for on-line robust automatic speech recognition. Springer. International Conference on Soft Computing Models in Industrial and Environmental Applications, salamanque, Espagne (445-452).
• Addou D*, Selouani S A, Boudraa M, Boudraa B. (2011). Transform-based multi-feature optimization for robust distributed speech recognition. IEEExplore. IEEE GCC Conference & Exhibition For Sustainable Ubiquitous Technology, Dubai, Émirats Arabes Unis (505-508).
• Y. Benabderahmane, D. O'Shaughnessy, S-A Selouani, "Blind Speech Separation for Convolutive Mixtures Using an Oriented Principal Components Analysis Method", 18th European Signal Processing Conference, Alborg, August 2010.
• L. Fontaine, and S.-A Selouani, "Intelligent Agents for Customer Behavior Prediction to Improve Relationship Marketing", the 16th International Conference on Information Systems Analysis and Synthesis, pp. 362-365, Orlando, USA, 2010.
• Md. F. R. Chowdhury, S.-A. Selouani, and D. O'Shaughnessy, "Frame Recursive Dynamic Mean Bias Removal Technique for Robust Environment-Aware Speech Recognition in Real World Applications", 23rdCanadian Conference on Electrical and Computer Engineering, Calgary, Canada, 2010.
• S. Pelletier and S.A Selouani, "An Integrated Framework to Enhance the Web Content Mining and Knowledge Discovery", the 4th International Conference on Knowledge Generation, Communication and Management: KGCM, pp. 478-481, Orlando, USA, 2010.
• Md. F. R. Chowdhury, S.-A. Selouani, D. O'Shaughnessy, "Text-independent distributed speaker identification and verification using GMM-UBM speaker models for Mobile", IEEE-International Symposium in Signal Processing and its Applications, pp. 57-60, Kula Lampur, Malaysia 2010.
• Y. Alotaibi, and S. A. Selouani, "Investigating the adaptation of Arabic speech Recognition systems to foreign accented Speakers", IEEE-International Symposium in Signal Processing and its Applications, pp. 646-649, Kula Lampur, Malaysia 2010.
• N. Ghourchian, S.-A. Selouani, D. O'Shaughnessy, "Robust Distributed Speech Recognition using Two-Stage Filtered Minima Controlled Recursive Averaging", IEEE Automatic Speech Recognition and Understanding (ASRU), pp. 249-255, December 2009.
• Y. Benabderahmane, D. O'Shaughnessy, S-A Selouani, "Blind Speech Separation using OPCA Method", IEEE Symposium on Industrial Electronics and Applications (ISIEA 2009), Kuala Lumpur, Malaysia, pp. 736-740, October, 2009.
• S. Rekik, S.A. Selouani, H. hamam, "A cooperative and conversational virtual agent for M-commerce applications", IEEE- International conference on Innovations in Information Technology, IIT '09., pp. 180 - 184, Dubai 2009.
• Md. Jahangir Alam, S-A. Selouani, and D. O'Shaughnessy, "An improved perceptual speech enhancement technique employing a psychoacoustically motivated weighting factor", proceeding of IEEE Automatic Speech Recognition and Understanding (ASRU), pp. 266-270 December 2009.
• I. H. Abolhassani, D. O'Shaughnessy, S.-A. Selouani, "A Method Utilizing Window Function Frequency Characteristics for Noise-Robust Spectral Pitch Estimation", Interspeech Conference, Brighton, UK, pp. 1371-1373, September 2009.
• I. H. Abolhassani, D. O'Shaughnessy, S.-A. Selouani, "A Method Utilizing Window Function Frequency Characteristics for Noise-Robust Spectral Pitch Estimation", 17th European Signal Processing Conference (EUSIPCO), Glasgow, Scotland, pp. 2544-2548, 2009.
• S-A. Selouani, Y. Alotaibi, "Analyzing the Seventh Vowel of Classical Arabic", IEEE International Conference on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE'09), September 2009.
• Y. Benabderahmane, S-A Selouani, D. O'Shaughnessy, "Blind Speech Separation using High Order Statistics", accepted in IEEE conference 22ndCanadian Conference on Electrical and Computer Engineering, St John, Terre-Neuve et Labrador, pp.670-673, May 2009.
• Md. F. Chowdhury, S.-A. Selouani, D. O'Shaughnessy, "Distributed Automatic Text-Independent Speaker Identification Using GMM-UBM Speaker Models", 22ndIEEE-Canadian Conference on Electrical and Computer Engineering, St John, Terre-Neuve et Labrador, pp. 664-669, May 2009.
• D. Addou, S.-A. Selouani, M. Boudraa, B. Boudraa, "Feature Combination using Multiple Spectral Cues for Robust Speech Recognition in Mobile Communications", IEEE-Information Technology of New Generation, Las Vegas, USA, pp.1256-1261, April 2009.
• A. Ben Salem, S.-A. Selouani, H. Hamam, and J. Caelen, "A Highly robust audio hashing system using auditory-based front-end processing", IEEE-ICASSP, Taipei, Taiwan, pp. 1413-1416, April 2009.
• Md. F. Chowdhury, S.-A. Selouani, D. O'Shaughnessy, "A Study on Bias-Based Speech Signal Conditioning Techniques for Improving the Robustness of Automatic Speech Recognition", 22ndIEEE-Canadian Conference on Electrical and Computer Engineering, St John, Terre-Neuve et Labrador, pp. 372 à 375, May 2009.
• J. Marcoux and S.-A Selouani, "A Hybrid Subspace-Connectionist Data Mining Approach for Sales Forecasting in the Video Game Industry", IEEE-World Congress on Computer Science and Information Engineering (CSIE 2009), Los Angeles, California, USA, pp. 666-670, March 2009.
• S.A Selouani & H. Hamam, "Trade Liberalization and Human Rights from the technological point of view: A Case Study of a Rural Region in Atlantic Canada", Oxford Forum on Public Policy, Journal of Oxford Round Table, August 2008.
• K. Kifaya, A. Nourozian, S.-A. Selouani, H. Hamam, H. Tolba, "Multi-Stream front-end processing for Robust distributed speech recognition", 21st International Conference on Parallel and Distributed Computing and Communication Systems, New Orleans, LA, USA, pp. 98-102, September 2008.
• S. A Selouani, "Hybrid Architectures for Emphatic/non-Emphatic Consonant Identification in Arabic Speech", National Information Technology Symposium, Ryadh, Arabie Saoudite, Mars 2009.
• K. Kifaya, S.A. Selouani, H. Hamam, «Genetic Algorithm based Optimization of Robust Distributed Speech Recognition in GSM Noisy Environments", IIT'2008 Innovations 2008, Al-Ain,UAE, December 2008
• N. Kamel, S. -A. Selouani and H. Hamam, "a decomposed model-checking approach for the verification of CARE usability properties for multimodal interfaces", in proceedings of Eighth International Workshop on Automated Verification of Critical Systems, Glasgow, AVoCS, September 2008.
• N. Kamel, S. -A. Selouani and H. Hamam, "A Modal Logic for the CARE Usability Properties for Multimodal User Interfaces". International Conference on Software Research and Practice (SERP2008), 14-17, Las Vegas, USA, July 2008.
• Md. Jahangir Alam, S.-A. Selouani, and D. O'Shaughnessy, "Speech enhancement based on a hybrid a priori signal-to-noise ratio (SNR) estimator and a self- adaptive Lagrange multiplier," European Signal Processing Conference (EUSIPCO), Lausanne, Switzerland, August 2008.
• Md. Jahangir Alam, S-A. Selouani, and D. O'Shaughnessy, "Speech enhancement based on novel two-step a priori SNR estimators", proceeding of INTERSPEECH'08, Brisbane, Australia, pp. 565-568, September 2008.
• Md. Jahangir Alam, S.-A. Selouani, D. O'Shaughnessy and S. Ben Jebara, "Speech Enhancement using a Wiener denoising technique and musical noise reduction," in proceeding of INTERSPEECH'08, Brisbane, Australia, pp. 407-410, September 2008.
• A. H. Abolhassani, S-A Selouani, D. O'Shaughnessy, "Subspace-based speech enhancement by updating noise characteristics in the presence of speech", proceeding of European Signal Processing Conference (EUSIPCO), Lausanne, Switzerland, August 2008.
• M. Sidi Yakoub, S.-A. Selouani, D. O'Shaughnessy, "Speech Assistive Technology to Improve the Interaction of Dysarthric Speakers with Machines", the IEEE-International Symposium on Communications, Control and Signal Processing, Malta, pp.1150-1154, 2008.
• A. Norouzian, S. -A. Selouani, H. Tolba, and D. O'Shaughnessy, "Incorporating Formant Cues into Distributed Speech Recognition Systems", the IEEE-International Symposium on Communications, Control and Signal Processing, pp.1159-1162, Malta, 2008.
• N. Kamel, Y. Ait-Ameur, S-A. Selouani and H. hamam, "A Formal model to handle the adaptability of Multimodal User Interface", International Conference on Ambient Media and Systems, Quebec City, ACM, ISBN: 978-963-9799-16-5, February 2008.
• M. Sidi-Yacoub, S.-A. Selouani, D. O'Shaughnessy, "Improving Dysarthric Speech Intelligibility through Re-synthesized and Grafted Units", 21st IEEE-Canadian Conference on Electrical and Computer Engineering, pp. 1523-1526, May 2008.
• A. Jahangir, D. O'Shaughnessy, S-.A Selouani, "Speech Enhancement Employing a Sigmoid-Type Gain Function with a Modified A priori Signal-to-Noise Ratio (SNR) Estimator", 21st IEEE-Canadian Conference on Electrical and Computer Engineering, pp. 631-634, May 2008.
• A. Nourozian, S.-A Selouani, D. O'Shaughnessy, "Incorporating Phonetic Knowledge into a Multi-Stream HMM Framework", 21st IEEE-Canadian Conference on Electrical and Computer Engineering, pp. 1705-1708, May 2008.
• N. Kamel, S-A. Selouani and H. Hamam, "Un modèle pour une satisfaction implicite des propriétés d'utilisabilité CARE pour les IHM multimodales", 21st IEEE-Canadian Conference on Electrical and Computer Engineering, pp. 279-282, May 2008.
• Dahmani, S.A-Selouani, M. Chetouani, and N. Doghmane, "Prosody modelling of speech aphasia", IEEE-ICTTA'08, pp.255-258, April 2008.
• Y. Benahmed, S-.A. Selouani, H. Hamam, and D. O'Shaughnessy, "Using Text-to-Speech Engine to Improve the Accuracy of a Speech-Enabled Interface", IEEE conference on Innovations in Information Technology, pp. 302-306, Dubai, UAE, 2007.
• S-A. Selouani, Y. Alotaibi, "Investigating Automatic Recognition of Non-Native Arabic Speech", IEEE conference on Innovations in Information Technology, pp. 451-455, Dubai, UAE, 2007.
• A. Abolhassani, S.-A. -Selouani, D. O'Shaughnessy, M.F. Harkat, "Speech Enhancement Using PCA and Variance of the Reconstruction Error Model Identification", in the proceedings of Interspeech, pp. 974-977, Belgium, August 2007.
• H. Dahmani, S.- A. Selouani, M. Chetouani, N. Doghmane, « Ressources linguistiques pour l'assistance aux aphasiques d'une région de l'est algérien », Actes des VIIèmes RJC parole, pp. 68-71, Paris, juillet 2007.
• A. H. Abolhassani, S-A Selouani, D. O'Shaughnessy, "Speech Enhancement Using PCA and VRE in DSR", IEEE-ASRU, pp. 19-23, Japan, December 2007.
• H. Hamam, D. LeBlanc, Y. Ben Ahmed, S.A. Selouani, Y. Bouslimani "Giving computer and network access to learners with special needs", in the proceedings of the International Conference on Interactive Mobile and Computer Aided Learning, IMCL2007, Amman, April 2007.
• D. LeBlanc, Y. Benahmed, S.A. Selouani, Y. Bouslimani and H. Hamam, "Computer interface by gesture and voice for users with special needs", IEEE conference on Innovations in Information Technology, pp. 122-125, Dubai, UAE, 2006.
• S.-A. Selouani, D. O'shaughnessy "Speaker adaptation using evolutionary-based linear transform", in CD proceedings of International Conference on Spoken Language Processing ICSLP-InterSpeech conference, pp.1109-1112, Pittsburgh, November 2006.
• Y. Benahmed, S.-A Selouani"Robust self-training system for spoken query information retrieval using pitch range variations", IEEE Canadian Conference On Electrical & Computer Engineering, pp. 949-952, Ottawa 2006.
• S.A Selouani, M. Kardouchi,, E. Hervet et D. Roy, "Automatic Birdsong Recognition Based on Autoregressive Time-Delay Neural Networks", IEEE conference of Computational Intelligence: Methods & Applications, pp. 356-369, Istanbul, December 2005.
• J. Paulin, M. Girourad, S.A Selouani, "An e-commerce community project for the Acadian Peninsula", Communications, Internet and Information Technology conference, CIIT2005, pp. 102-105, Cambridge, USA, November 2005.
• M. Kardouchi, E. Hervet, S.A Selouani, "Interactive browsing method based on colour feature points and colour histograms" Information & Communications Technologies International Symposium IEEE-ICTIS'2005, Rabat, Morocco, pp. 257-261, June 2005.
• H. Tolba, S.-A. Selouani and D.O'Shaughnessy, "Towards the Improvement of Automatic Speech Recognition by Integrating Dynamic and Static Auditory-based Acoustic Distinctive Features and Spectral Cues", 16th Modelling and Simulation conference, pp.154-157, Cancun, May 2005.
• S.-A. Selouani and D.O'Shaughnessy, "Investigation into a Mel Subspace Based Front-End Processing for Robust Speech Recognition ", IEEE-International symposium in signal processing and Information Technology, ISSPIT'04, Roma, pp. 187-190, December 2004.
• S.-A. Selouani and D.O'Shaughnessy, "Robustness of speech recognition using genetic algorithms and a mel-cepstral subspace approach", International Conference on Acoustics Speech and Signal Processing (IEEE-ICASSP'2004), vol.1, pp.201-204, May 2004.
• S.-A. Selouani, and J. Caelen, «Un système hybride pour l'identification de traits phonétiques complexes», 25èmes JEP-TALN 2004, pp. 302-305, Fès, avril 2004.
• H. Tolba, S-A. Selouani, and D. O'Shaughnessy, "Comparative Experiments to Evaluate the Use of Auditory-based Acoustic Distinctive Features and Formant Cues for Robust Automatic Speech Recognition in Low-SNR Car Environments", 8th European Conference on Speech Communication and Technology, EUROSPEECH'03, pp.3085-3088, Geneva, September, 2003.
• S.A Selouani, H. Tolba & D.O'Shaughnessy, "Auditory-based Acoustic Distinctive Features and Spectral Cues for Robust Automatic Speech Recognition in Low-SNR Car Environments", HLT-NAACL 2003, Human Language Technology Conference of the North American Association for Computational Linguistics, pp.91-94, Edmonton, Canada, May 2003.

E-Conférences Invité, Communications présentées à des congrès, colloques ou conférences, propriété intellectuelle enregistrée

• S. A Selouani, "Quatrième révolution industrielle : quel impact sur l’entreprise?". 28e Journée des affaires de l'UMCS, Shippagan, Canada, 2016.
• S. A. Selouani, "Interaction humain-machine : une approche intégrée pour une diversité d’applications". Journée de la recherche de l’UMCS 2016, Shippagan, Canada, 2016.
• S . A. Selouani, " Technologies et monde virtuel : l'éducation dans un environnement immersif", Congrès de l’association des enseignants et enseignantes francophones du Nouveau-Brunswick, Tracadie, Canada, 2015.
• S. A Selouani et W. Cichocki "Vocalic duration variability in regional varieties of New Brunswick Acadian French", Methods in Dialectology XV, Groningen, Pays-Bas, 2014.
• S. A. Selouani, "Robustness of distributed speech recognition systems", Séminaire de recherche, faculté d'informatique et des sciences de l'Information, Riyadh, Arabie Saoudite, 2014.
• S. A. Selouani, "How to improve the energy efficiency of human-system interaction in green networks?", EcoloTIC: Green Sustainable Telco Cloud. Ericsson Innovation Day, Workshop, Montréal, Canada, 2013.
• Y. Benabderahmane & S.A Selouani, "Blind Source Separation over GSM channel", SYTACom Research Workshop, Concordia University, April 2010, Montréal, Canada.
• S.-A. Selouani, «Contribution sur l'état de la recherche en région», Table ronde, Radio-Canada, FESR, Mars 2010.
• S-.A. Selouani, «Ateliers de formation sur la technologie RFID au profit du personnel de Jiffy Products Ltd» o Atelier 1: Technologie RFID: Comment ça marche?, octobre 2009 o Atelier 2: Dispositifs et équipements RFID, novembre 2009 o Atelier 3: Règlements, standard et normes RFID + pratique, novembre 2009. o Atelier 4: Installation et analyse de sites pour un déploiement RFID, décembre 2009. o Atelier 5: Construire un modèle (cas) d'affaires (business case) RFID, janvier 2010.
• S. A. Selouani, « Bonnes pratiques de l'Internaute averti», 30ème Colloque des professionnels de bureau, Shippagan, juin 2010.
• I. Abolhassani, and S.A Selouani, "A Novel Pitch-Synchronous STFT-Based Method for Speech Enhancement", SYTACom Research Workshop, McGill University, April 2009, Montréal, Canada.
• Y. Benabderahmane & S.A Selouani, "Blind Source Separation of convolutive mixture", SYTACom Research Workshop, McGill University, April 2009, Montréal, Canada.
• S.-A Selouani, "Hybrid Architectures for Data mining applied in commercial prospective", Conférencier Invité au National Information Technology Symposium, Ryadh, Arabie Saoudite, Mars 2009.
• S.-A Selouani, "Trade liberalization and human rights: A case study of a rural region in Atlantic Canada", invité 20th Oxford Round Table, Queen College, Oxford, 2-8 August 2008.
• T. Ross, M. Arseneau, A. Kadouri, S. Belbraouet, Y. Bouslimani, S.-A Selouani, "Allergosoft logiciel destiné à identifier les produits allergiques contenus dans les aliments» Copyright #1056209, Canadian Intellectual Property Office, Industry Canada 2008.
• S.-A. Selouani, «Vers une Interaction Humain-Système Naturelle, Intuitive et Robuste», Conférence plénière, USTHB, Alger, 22 Juin 2008.
• S.-A Selouani, «Rapport sur la gestion des biens par RFID», Compagnie Jiffy Products Ltd. Novembre 2007.
• S. A. Selouani, "Voice Recognition in noisy environments", Mobile Content and applications Workshop, CNRC, Moncton, June 2007.
• Y. Benahmed, S.A Selouani, H. Hamam « Reconnaissance automatique de la parole en langue française du Nouveau-Brunswick » Journées des études supérieures et de la recherche, Université de Moncton, mars 2007.
• A. Norouzian, S.-A. Selouani, H. Tolba & D. O'Shaughnessy, « Distributed Speech recognition using a multi-stream paradigm », annual workshop of SYTACom network, Laval, Québec, May 2007.
• S.-A. Selouani, « Vers une robustesse et une accessibilité universelles des interfaces personne-système intégrant la voix », 3rd International Summer School on Signal Processing and its Applications, Jijel, juillet 2006.
• S.A Selouani, H. McLaughlin, « eRGI : un répertoire électronique avec accessibilité augmentée pour la gestion de l'information dans les organisations », 74e conférence de l'ACFAS, D-212, Montréal, mai 2006.
• S.-A. Selouani, H. Hamam, "Impact of Broadband Adoption in Rural New Brunswick: Shippagan and Surrounding Rural Area Case Study Report", New-Brunswick Universities, Research Consortium, Industry Canada project, March 2006.
• S.A Selouani, «Prospérité numérique du Nouveau-Brunswick: volet e-commerce», contribution à la table ronde sous l'égide du Premier ministre du NB, Inkerman, 2005.
• S. A Selouani «un nouveau modèle pour le e-commerce en Acadie», Contribution pour la collectivité ingénieuse de la péninsule acadenne, mai 2005.
• S.-A. Selouani et D. O'Shaughnessy, «CoriMédia: Recherche et indexation de documents multimédia», Rapport du projet Valorisation-Recherche-Québec, années: 2003, 2004.
• S.A Selouani, « Génétique et sélection naturelle pour une reconnaissance automatique de la parole plus robuste ». 72ème Congrès de l'ACFAS, Montréal, D208, mai, 2004.
• S. A. Selouani, « Robustesse des systèmes de reconnaissance distribués» interfaces personne-système intégrant la voix », INRS-EMT, Montréal, juillet 2008.
• Une série d'ateliers a été dispensée aux étudiants gradués de l'USTHB Alger, 17-21 juin 2008:o Atelier 1 : «Méthodes de Rehaussement du signal de parole en milieu bruité». o Atelier 2 : «Utilisation de l'outil HTK et les scripts UNIX». o Atelier 3 : «Base de données en parole : Méthodologie de conception et de collecte».
• S.-A Selouani, "SCATÉ: un système palliatif de communication verbale», 4e Rendez-vous Santé en français, Edmonton, Canada, 13-16 février 2008.
• S. A. Selouani, « Solutions pour une meilleure interaction Humain-Système dans le domaine de la santé», Symposium sur les réseaux de santé rurale, Fredericton, février 2007.
• S. A. Selouani, « Affaires électroniques : outils et bonnes pratiques », 26e colloque des professionnels de bureau du Nouveau-Brunswick, Shippagan, juin 2006.
• S. A. Selouani, « Prototypes de systèmes d'information conversationnels », Conférence Exposant, FrancoTech, Collectivité ingénieuse de la Péninsule Acadienne, Shippagan, novembre 2005.
• «Humaniser la machine», Entrevue et rédaction d'un article sur ma recherche dans le journal: l'Acadie-Nouvelle du samedi 29 janvier 2005.
• S. A. Selouani, « Gestion de l'information clé de l'économie du savoir», Conférence FrancoTech, Collectivité ingénieuse de la Péninsule Acadienne, Caraquet, octobre 2004.
• S. A. Selouani, « Nouveaux modèles de commerce électronique », Journée des affaires, Université de Moncton, campus de Shippagan, mars 2004.
• S. A. Selouani, « Commerce électronique : Mythes et réalités», Conférence FrancoTech, Collectivité ingénieuse de la Péninsule Acadienne, Shippagan, octobre 2003.