| 2025 | ICASSP | ImmerseDiffusion: A Generative Spatial Audio Latent Diffusion Model. | Mojtaba Heydari, Mehrez Souden, Bruno Conejo, Joshua Atkins |
| 2024 | ICASSP | Resource-Constrained Stereo Singing Voice Cancellation. | Clara Borrelli, James Rae, Dogac Basaran, Matt McVicar, Mehrez Souden, Matthias Mauch |
| 2021 | ICASSP | Dynamic Curriculum Learning via Data Parameters for Noise Robust Keyword Spotting. | Takuya Higuchi, Shreyas Saxena, Mehrez Souden, Tien Dung Tran, Masood Delfarah, Chandra Dhir |
| 2013 | ICASSP | Coupling beamforming with spatial and spectral feature based spectral enhancement and its application to meeting recognition. | Tomohiro Nakatani, Mehrez Souden, Shoko Araki, Takuya Yoshioka, Takaaki Hori, Atsunori Ogawa |
| 2013 | ICASSP | An integration of source location cues for speech clustering in distributed microphone arrays. | Mehrez Souden, Keisuke Kinoshita, Tomohiro Nakatani |
| 2013 | Interspeech | Blind source separation using spatially distributed microphones based on microphone-location dependent source activities. | Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani |
| 2013 | Interspeech | On the robustness of distributed EM based BSS in asynchronous distributed microphone array scenarios. | Yasufumi Uezu, Keisuke Kinoshita, Mehrez Souden, Tomohiro Nakatani |
| 2012 | ICASSP | A multichannel MMSE-based framework for joint blind source separation and noise reduction. | Mehrez Souden, Shoko Araki, Keisuke Kinoshita, Tomohiro Nakatani, Hiroshi Sawada |
| 2012 | Interspeech | Example-based speech enhancement with joint utilization of spatial, spectral & temporal cues of speech and noise. | Keisuke Kinoshita, Marc Delcroix, Mehrez Souden, Tomohiro Nakatani |
| 2011 | Interspeech | Single Channel Dereverberation Using Example-Based Speech Enhancement with Uncertainty Decoding Technique. | Keisuke Kinoshita, Mehrez Souden, Marc Delcroix, Tomohiro Nakatani |
| 2011 | Interspeech | A Multichannel Feature-Based Processing for Robust Speech Recognition. | Mehrez Souden, Keisuke Kinoshita, Marc Delcroix, Tomohiro Nakatani |
| 2010 | ICASSP | Eigenanalysis-based broadband source localization. | Mehrez Souden, Jacob Benesty, Sofine Affes |
| 2010 | ICASSP | Linear filtering for noise reduction and interference rejection. | Mehrez Souden, Jacob Benesty, Sofine Affes |
| 2009 | ICASSP | New insights into non-causal multichannel linear filtering for noise reduction. | Mehrez Souden, Jacob Benesty, Sofine Affes |
| 2008 | ICASSP | Microphone arrays for noise reduction with low signal distortion in room acoustics. | Mehrez Souden, Jacob Benesty, Sofine Affes |
| 2006 | VTC | A New Approach to Blind Separation of Two Sources with Three Sensors. | Mehrez Souden, Sofine Affes, Jacob Benesty |