| 2024 | ISPR | An RNN-LSTM Approach for Algerian Accent Identification. | Kawthar Yasmine Zergat, Sid-Ahmed Selouani, Abderrahmane Amrouche |
| 2019 | Interspeech | Linear Discriminant Differential Evolution for Feature Selection in Emotional Speech Recognition. | Soumaya Gharsellaoui, Sid-Ahmed Selouani, Mohammed Sidi Yakoub |
| 2018 | AICCSA | Improved Speaker Recognition over VoIP using Auditory Features. | Zergat Kawthar Yasmine, Sid-Ahmed Selouani, Abderrahmane Amrouche, Mohamed Debyeche |
| 2018 | COMPSAC | Long Short-Term Memory Neural Networks for Artificial Dialogue Generation. | Sid-Ahmed Selouani, Mohamed Sidi Yacoub |
| 2016 | CEC | Speech steganalysis using evolutionary restricted Boltzmann machines. | Catherine Paulin, Sid-Ahmed Selouani, Eric Hervet |
| 2014 | ICASSP | Abin-based ontological framework for low-resourcen-gram smoothing in language modelling. | Yacine Benahmed, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2012 | ICASSP | A highly non-stationary noise tracking and compensation algorithm, with applications to speech enhancement and on-line ASR. | Md Foezur Rahman Chowdhury, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2012 | ICISP | Rotation Invariant Fuzzy Shape Contexts Based on Eigenshapes and Fourier Transforms for Efficient Radiological Image Retrieval. | Alaidine Ben Ayed, Mustapha Kardouchi, Sid-Ahmed Selouani |
| 2011 | ASRU | Evolutionary discriminative speaker adaptation. | Sid-Ahmed Selouani |
| 2011 | ICASSP | Real-life speech-enabled system to enhance interaction with rfid networks in noisy environments. | Yacine Benahmed, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy, Amin Haji Abolhassani |
| 2011 | Interspeech | Blind Speech Separation in Multiple Environments Using a Frequency Oriented PCA Method for Convolutive Mixtures. | Yasmina Benabderrahmane, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2011 | Interspeech | A Rapid Adaptation Algorithm for Tracking Highly Non-Stationary Noises based on Bayesian Inference for On-Line Spectral Change Point Detection. | Md Foezur Rahman Chowdhury, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2010 | Interspeech | Oriented PCA method for blind speech separation of convolutive mixtures. | Yasmina Benabderrahmane, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2009 | ASRU | An improved perceptual speech enhancement technique employing a psychoacoustically motivated weighting factor. | Md. Jahangir Alam, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2009 | ASRU | Robust distributed speech recognition using two-stage Filtered Minima Controlled Recursive Averaging. | Negar Ghourchian, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2009 | ICASSP | A highly robust audio hashing system using auditory-based front-end processing. | Abderraouf Ben Salem, Sid-Ahmed Selouani, Habib Hamam, Jean Caelen |
| 2009 | Interspeech | STFT-based speech enhancement by reconstructing the harmonics. | Iman Haji Abolhassani, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2008 | Interspeech | Speech enhancement based on novel two-step a priori SNR estimators. | Md. Jahangir Alam, Douglas D. O'Shaughnessy, Sid-Ahmed Selouani |
| 2008 | Interspeech | Speech enhancement using a wiener denoising technique and musical noise reduction. | Md. Jahangir Alam, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy, Sofia Ben Jebara |
| 2007 | ASRU | Speech enhancement using PCA and variance of the reconstruction error in distributed speech recognition. | Amin Haji Abolhassani, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2007 | Interspeech | Speech enhancement using PCA and variance of the reconstruction error model identification. | Amin Haji Abolhassani, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy, Mohamed Faouzi Harkat |
| 2006 | Interspeech | Speaker adaptation using evolutionary-based linear transform. | Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2004 | ICASSP | Robustness of speech recognition using genetic algorithms and a Mel-cepstral subspace approach. | Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2003 | Interspeech | 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. | Hesham Tolba, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2003 | NAACL | Auditory-based Acoustic Distinctive Features and Spectral Cues for Robust Automatic Speech Recognition in Low-SNR Car Environments. | Sid-Ahmed Selouani, Hesham Tolba, Douglas D. O'Shaughnessy |
| 2002 | ICASSP | Auditory-based acoustic distinctive features and spectral cues for automatic speech recognition using a multi-stream paradigm. | Hesham Tolba, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2002 | Interspeech | Noise-robust speech recognition in car environments using genetic algorithms and a mel-cepstral subspace approach. | Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2002 | Interspeech | Comparative experiments to evaluate the use of auditory-based acoustic distinctive features and formant cues for automatic speech recognition using a multi-stream paradigm. | Hesham Tolba, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy |
| 2001 | Interspeech | Robust automatic speech recognition in low-SNR car environments by the application of a connectionist subspace-based approach to the melbased cepstral coefficients. | Sid-Ahmed Selouani, Hesham Tolba, Douglas D. O'Shaughnessy |
| 1998 | Interspeech | Modular connectionist systems for identifying complex arabic phonetic features. | Sid-Ahmed Selouani, Jean Caelen |