Sequence to Sequence Learning for Query Expansion. - Salah Zaiem; Fatiha Sadat (AAAI, 2019)

Learning to Communicate in Multi-Agent Reinforcement Learning : A Review. - Mohamed Salah Zaïem; Etienne Bennequin (CoRR, 2019)

Evaluating the Reliability of Acoustic Speech Embeddings. - Robin Algayres; Mohamed Salah Zaïem; Benoît Sagot; Emmanuel Dupoux (INTERSPEECH, 2020)

Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning. - Salah Zaiem; Titouan Parcollet; Slim Essid (Interspeech, 2021)

Pretext Tasks selection for multitask self-supervised speech representation learning. - Salah Zaiem; Titouan Parcollet; Slim Essid (CoRR, 2021)

End-to-End Speech Recognition from Federated Acoustic Models. - Yan Gao 016; Titouan Parcollet; Salah Zaiem; Javier Fernández-Marqués; Pedro P. B. de Gusmao; Daniel J. Beutel; Nicholas D. Lane (ICASSP, 2022)

Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning. - Salah Zaiem; Titouan Parcollet; Slim Essid (INTERSPEECH, 2022)

Pretext Tasks Selection for Multitask Self-Supervised Audio Representation Learning. - Salah Zaiem; Titouan Parcollet; Slim Essid; Abdelwahab Heba (IEEE J. Sel. Top. Signal Process., 2022)

DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon. - Robin Algayres; Tristan Ricoul; Julien Karadayi; Hugo Laurençon; Mohamed Salah Zaïem; Abdelrahman Mohamed; Benoît Sagot; Emmanuel Dupoux (Trans. Assoc. Comput. Linguistics, 2022)

Fine-Tuning Strategies for Faster Inference Using Speech Self-Supervised Models: A Comparative Study. - Salah Zaiem; Robin Algayres; Titouan Parcollet; Slim Essid; Mirco Ravanelli (ICASSP Workshops, 2023)

Speech Self-Supervised Representation Benchmarking: Are We Doing it Right? - Salah Zaiem; Youcef Kemiche; Titouan Parcollet; Slim Essid; Mirco Ravanelli (INTERSPEECH, 2023)

Automatic Data Augmentation for Domain Adapted Fine-Tuning of Self-Supervised Speech Representations. - Salah Zaiem; Titouan Parcollet; Slim Essid (INTERSPEECH, 2023)

Training dynamic models using early exits for automatic speech recognition on resource-constrained devices. - George August Wright; Umberto Cappellazzo; Salah Zaiem; Desh Raj; Lucas Ondel Yang; Daniele Falavigna; Alessio Brutti (CoRR, 2023)

Big model only for hard audios: Sample dependent Whisper model selection for efficient inferences. - Hugo Malard; Salah Zaiem; Robin Algayres (CoRR, 2023)

TARIC-SLU: A Tunisian Benchmark Dataset for Spoken Language Understanding. - Salima Mdhaffar; Fethi Bougares; Renato de Mori; Salah Zaiem; Mirco Ravanelli; Yannick Estève (LREC/COLING, 2024)

Leveraging Data Collection and Unsupervised Learning for Code-Switched Tunisian Arabic Automatic Speech Recognition. - Ahmed Amine Ben Abdallah; Ata Kabboudi; Amir Kanoun; Salah Zaiem (ICASSP, 2024)

Training Early-Exit Architectures for Automatic Speech Recognition: Fine-Tuning Pre-Trained Models or Training from Scratch. - George August Wright; Umberto Cappellazzo; Salah Zaiem; Desh Raj; Lucas Ondel Yang; Daniele Falavigna; Mohamed Nabih Ali; Alessio Brutti (ICASSP Workshops, 2024)

How Should We Extract Discrete Audio Tokens from Self-Supervised Models? - Pooneh Mousavi; Jarod Duret; Salah Zaiem; Luca Della Libera; Artem Ploujnikov; Cem Subakan; Mirco Ravanelli (INTERSPEECH, 2024)

Open-Source Conversational AI with SpeechBrain 1.0. - Mirco Ravanelli; Titouan Parcollet; Adel Moumen; Sylvain de Langen; Cem Subakan; Peter Plantinga; Yingzhi Wang 002; Pooneh Mousavi; Luca Della Libera; Artem Ploujnikov; Francesco Paissan; Davide Borra; et al. (CoRR, 2024)

Less Forgetting for Better Generalization: Exploring Continual-learning Fine-tuning Methods for Speech Self-supervised Representations. - Salah Zaiem; Titouan Parcollet; Slim Essid (CoRR, 2024)

CL-MASR: A Continual Learning Benchmark for Multilingual ASR. - Luca Della Libera; Pooneh Mousavi; Salah Zaiem; Cem Subakan; Mirco Ravanelli (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Informed Speech Self-supervised Representation Learning. (Apprentissage auto-supervisé informé de représentations du signal de parole). - Mohamed Salah Zaïem (2024)

Speech self-supervised representations benchmarking: A case for larger probing heads. - Salah Zaiem; Youcef Kemiche; Titouan Parcollet; Slim Essid; Mirco Ravanelli (Comput. Speech Lang., 2025)