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 | 39 | 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 | 29 | 2020 |
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 | 17* | 2021 |
Learning to communicate in multi-agent reinforcement learning: A review MS Zaïem, E Bennequin arXiv preprint arXiv:1911.05438, 2019 | 12 | 2019 |
Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? S Zaiem, Y Kemiche, T Parcollet, S Essid, M Ravanelli INTERSPEECH 2023, 2023 | 11 | 2023 |
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 | 11 | 2022 |
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 | 8 | 2023 |
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning S Zaiem, T Parcollet, S Essid INTERSPEECH 2022, 2022 | 5 | 2022 |
Sequence to sequence learning for query expansion S Zaiem, F Sadat Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 10075 …, 2019 | 4 | 2019 |
Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads S Zaiem, Y Kemiche, T Parcollet, S Essid, M Ravanelli arXiv preprint arXiv:2308.14456, 2023 | 3 | 2023 |
Conditional independence for pretext task selection in self-supervised speech representation learning S Zaiem, T Parcollet, S Essid INTERSPEECH 2021, 2021 | 3 | 2021 |
CL-MASR: A Continual Learning Benchmark for Multilingual ASR L Della Libera, P Mousavi, S Zaiem, C Subakan, M Ravanelli arXiv preprint arXiv:2310.16931, 2023 | 1 | 2023 |
Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations S Zaiem, T Parcollet, S Essid INTERSPEECH 2023, 2023 | 1 | 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 | | 2024 |
Resource Efficient Self-Supervised Learning for Speech Embeddings A Mehrotra, AGCP Ramos, S Zhang, S Zaiem, T Parcollet, S Bhattacharya | | 2023 |
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 | | 2023 |
Training dynamic models using early exits for automatic speech recognition on resource-constrained devices GA Wright, U Cappellazzo, S Zaiem, D Raj, LO Yang, D Falavigna, ... arXiv preprint arXiv:2309.09546, 2023 | | 2023 |
Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition A Amine Ben Abdallah, A Kabboudi, A Kanoun, S Zaiem arXiv e-prints, arXiv: 2309.11327, 2023 | | 2023 |