| 2025 | ICASSP | Diffusion-based Unsupervised Audio-visual Speech Enhancement. | Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel, Xavier Alameda-Pineda |
| 2025 | IVA | Towards Skeletal and Signer Noise Reduction in Sign Language Production via Quaternion-Based Pose Encoding and Contrastive Learning. | Guilhem Faur, Mostafa Sadeghi, Sam Bigeard, Slim Ouni |
| 2025 | MMSP | Data-independent Beamforming for End-to-end Multichannel Multi-speaker ASR. | Can Cui, Paul Magron, Mostafa Sadeghi, Emmanuel Vincent |
| 2024 | ICASSP | Diffusion-Based Speech Enhancement with a Weighted Generative-Supervised Learning Loss. | Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel |
| 2024 | ICASSP | A Weighted-Variance Variational Autoencoder Model for Speech Enhancement. | Ali Golmakani, Mostafa Sadeghi, Xavier Alameda-Pineda, Romain Serizel |
| 2024 | ICASSP | Unsupervised Speech Enhancement with Diffusion-Based Generative Models. | Bern Nortier, Mostafa Sadeghi, Romain Serizel |
| 2024 | ICASSP | Posterior Sampling Algorithms for Unsupervised Speech Enhancement with Recurrent Variational Autoencoder. | Mostafa Sadeghi, Romain Serizel |
| 2023 | ASRU | End-to-End Multichannel Speaker-Attributed ASR: Speaker Guided Decoder and Input Feature Analysis. | Can Cui, Imran A. Sheikh, Mostafa Sadeghi, Emmanuel Vincent |
| 2023 | ICASSP | Audio-Visual Speech Enhancement with a Deep Kalman Filter Generative Model. | Ali Golmakani, Mostafa Sadeghi, Romain Serizel |
| 2023 | ICASSP | Fast and Efficient Speech Enhancement with Variational Autoencoders. | Mostafa Sadeghi, Romain Serizel |
| 2022 | ICASSP | The Impact of Removing Head Movements on Audio-Visual Speech Enhancement. | Zhiqi Kang, Mostafa Sadeghi, Radu Horaud, Xavier Alameda-Pineda, Jacob Donley, Anurag Kumar |
| 2022 | Interspeech | A Sparsity-promoting Dictionary Model for Variational Autoencoders. | Mostafa Sadeghi, Paul Magron |
| 2021 | ICASSP | Switching Variational Auto-Encoders for Noise-Agnostic Audio-Visual Speech Enhancement. | Mostafa Sadeghi, Xavier Alameda-Pineda |
| 2020 | ICASSP | Low Mutual and Average Coherence Dictionary Learning Using Convex Approximation. | Javad Parsa, Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten |
| 2020 | ICASSP | Robust Unsupervised Audio-Visual Speech Enhancement Using a Mixture of Variational Autoencoders. | Mostafa Sadeghi, Xavier Alameda-Pineda |