| End-to-end speech recognition from federated acoustic models Y Gao, T Parcollet, S Zaiem, J Fernandez-Marques, PPB De Gusmao, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 49 | 2022 |
| Evaluating the reliability of acoustic speech embeddings R Algayres, MS Zaiem, B Sagot, E Dupoux Interspeech 2020, 21st Annual Conference of the International Speech …, 2020 | 35 | 2020 |
| Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? S Zaiem, Y Kemiche, T Parcollet, S Essid, M Ravanelli INTERSPEECH 2023, 2023 | 31 | 2023 |
| Pretext Tasks selection for multitask self-supervised speech representation learning S Zaiem, T Parcollet, S Essid IEEE Journal of Selected Topics in Signal Processing, 2021 | 23* | 2021 |
| DP-Parse: Finding word boundaries from raw speech with an instance lexicon R Algayres, T Ricoul, J Karadayi, H Laurençon, S Zaiem, A Mohamed, ... Transactions of the Association for Computational Linguistics 10, 1051-1065, 2022 | 16 | 2022 |
| Learning to communicate in multi-agent reinforcement learning: A review MS Zaïem, E Bennequin arXiv preprint arXiv:1911.05438, 2019 | 15 | 2019 |
| Open-source conversational ai with speechbrain 1.0 M Ravanelli, T Parcollet, A Moumen, S de Langen, C Subakan, ... Journal of Machine Learning Research 25 (333), 1-11, 2024 | 14 | 2024 |
| Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative Study S Zaiem, R Algayres, T Parcollet, S Essid, M Ravanelli ICASSP 2023, 2023 | 14 | 2023 |
| Leveraging data collection and unsupervised learning for code-switched Tunisian Arabic automatic speech recognition AAB Abdallah, A Kabboudi, A Kanoun, S Zaiem ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 13 | 2024 |
| Speech self-supervised representations benchmarking: a case for larger probing heads S Zaiem, Y Kemiche, T Parcollet, S Essid, M Ravanelli Computer Speech & Language 89, 101695, 2025 | 11 | 2025 |
| Cl-masr: A continual learning benchmark for multilingual asr L Della Libera, P Mousavi, S Zaiem, C Subakan, M Ravanelli IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 11 | 2024 |
| Sequence to sequence learning for query expansion S Zaiem, F Sadat proceedings of the AAAI conference on artificial intelligence 33 (01), 10075 …, 2019 | 8 | 2019 |
| How should we extract discrete audio tokens from self-supervised models? P Mousavi, J Duret, S Zaiem, L Della Libera, A Ploujnikov, C Subakan, ... arXiv preprint arXiv:2406.10735, 2024 | 7 | 2024 |
| Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning S Zaiem, T Parcollet, S Essid INTERSPEECH 2022, 2022 | 7 | 2022 |
| TARIC-SLU: A Tunisian Benchmark Dataset For Spoken Language Understanding S Mdhaffar, F Bougares, R De Mori, S Zaiem, M Ravanelli, Y Estève Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 3 | 2024 |
| Training early-exit architectures for automatic speech recognition: Fine-tuning pre-trained models or training from scratch GA Wright, U Cappellazzo, S Zaiem, D Raj, LO Yang, D Falavigna, MN Ali, ... 2024 IEEE International Conference on Acoustics, Speech, and Signal …, 2024 | 3 | 2024 |
| Conditional independence for pretext task selection in self-supervised speech representation learning S Zaiem, T Parcollet, S Essid INTERSPEECH 2021, 2021 | 3 | 2021 |
| Less forgetting for better generalization: Exploring continual-learning fine-tuning methods for speech self-supervised representations S Zaiem, T Parcollet, S Essid arXiv preprint arXiv:2407.00756, 2024 | 2 | 2024 |
| Big model only for hard audios: Sample dependent Whisper model selection for efficient inferences H Malard, S Zaiem, R Algayres arXiv preprint arXiv:2309.12712, 2023 | 2 | 2023 |
| Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations S Zaiem, T Parcollet, S Essid INTERSPEECH 2023, 2023 | 2 | 2023 |