Size Does Not Matter. Frequency Does. A Study of Features for Measuring Lexical Complexity. - Rodrigo Wilkens; Alessandro Dalla Vecchia; Marcely Zanon Boito; Muntsa Padró; Aline Villavicencio (IBERAMIA, 2014)

Unwritten languages demand attention too! Word discovery with encoder-decoder models. - Marcely Zanon Boito; Alexandre Berard; Aline Villavicencio; Laurent Besacier (ASRU, 2017)

Unsupervised Word Segmentation from Speech with Attention. - Pierre Godard; Marcely Zanon Boito; Lucas Ondel; Alexandre Berard; François Yvon; Aline Villavicencio; Laurent Besacier (INTERSPEECH, 2018)

A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments. - Pierre Godard; Gilles Adda; Martine Adda-Decker; Juan Benjumea; Laurent Besacier; Jamison Cooper-Leavitt; Guy-Noël Kouarata; Lori Lamel; Hélène Maynard; Markus Müller 001; Annie Rialland; Sebastian Stüker; et al. (LREC, 2018)

A Small Griko-Italian Speech Translation Corpus. - Marcely Zanon Boito; Antonios Anastasopoulos; Aline Villavicencio; Laurent Besacier; Marika Lekakou (SLTU, 2018)

Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-Resource Settings. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (INTERSPEECH, 2019)

How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (CoRR, 2019)

ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task. - Ha Nguyen; Natalia A. Tomashenko; Marcely Zanon Boito; Antoine Caubrière; Fethi Bougares; Mickael Rouvier; Laurent Besacier; Yannick Estève (CoRR, 2019)

MaSS - Multilingual corpus of Sentence-aligned Spoken utterances. - Marcely Zanon Boito; William N. Havard; Mahault Garnerin; Éric Le Ferrand; Laurent Besacier (Zenodo, 2019)

MaSS: A Large and Clean Multilingual Corpus of Sentence-aligned Spoken Utterances Extracted from the Bible. - Marcely Zanon Boito; William Havard; Mahault Garnerin; Éric Le Ferrand; Laurent Besacier (LREC, 2020)

Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (SLTU-CCURL@LREC, 2020)

Investigating alignment interpretability for low-resource NMT. - Marcely Zanon Boito; Aline Villavicencio; Laurent Besacier (Mach. Transl., 2020)

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (Interspeech, 2021)

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (NeurIPS Datasets and Benchmarks, 2021)

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. - Solène Evain; Ha Nguyen; Hang Le 001; Marcely Zanon Boito; Salima Mdhaffar; Sina Alisamir; Ziyi Tong; Natalia A. Tomashenko; Marco Dinarelli; Titouan Parcollet; Alexandre Allauzen; Yannick Estève; et al. (CoRR, 2021)

Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings. - Marcely Zanon Boito; Bolaji Yusuf; Lucas Ondel; Aline Villavicencio; Laurent Besacier (CoRR, 2021)

Models and resources for attention-based unsupervised word segmentation : an application to computational language documentation. (Modèles et ressources pour la segmentation non supervisée des mots basée sur l'attention). - Marcely Zanon Boito (2021)

A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems. - Marcely Zanon Boito; Laurent Besacier; Natalia A. Tomashenko; Yannick Estève (INTERSPEECH, 2022)

Findings of the IWSLT 2022 Evaluation Campaign. - Antonios Anastasopoulos; Loïc Barrault; Luisa Bentivogli; Marcely Zanon Boito; Ondrej Bojar; Roldano Cattoni; Anna Currey; Georgiana Dinu; Kevin Duh; Maha Elbayad; Clara Emmanuel; Yannick Estève; et al. (IWSLT@ACL, 2022)

ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks. - Marcely Zanon Boito; John Ortega 001; Hugo Riguidel; Antoine Laurent; Loïc Barrault; Fethi Bougares; Firas Chaabani; Ha Nguyen; Florentin Barbier; Souhir Gahbiche; Yannick Estève (IWSLT@ACL, 2022)

Speech Resources in the Tamasheq Language. - Marcely Zanon Boito; Fethi Bougares; Florentin Barbier; Souhir Gahbiche; Loïc Barrault; Mickael Rouvier; Yannick Estève (LREC, 2022)

NAVER LABS Europe's Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource Track. - Edward Gow-Smith; Alexandre Berard; Marcely Zanon Boito; Ioan Calapodescu (IWSLT@ACL, 2023)

DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts. - Thomas Palmeira Ferraz; Marcely Zanon Boito; Caroline Brun; Vassilina Nikoulina (CoRR, 2023)

Multilingual Distilwhisper: Efficient Distillation of Multi-Task Speech Models Via Language-Specific Experts. - Thomas Palmeira Ferraz; Marcely Zanon Boito; Caroline Brun; Vassilina Nikoulina (ICASSP, 2024)

mHuBERT-147: A Compact Multilingual HuBERT Model. - Marcely Zanon Boito; Vivek Iyer; Nikolaos Lagos; Laurent Besacier; Ioan Calapodescu (INTERSPEECH, 2024)

LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. - Titouan Parcollet; Ha Nguyen; Solène Evain; Marcely Zanon Boito; Adrien Pupier; Salima Mdhaffar; Hang Le 001; Sina Alisamir; Natalia A. Tomashenko; Marco Dinarelli; Shucong Zhang; Alexandre Allauzen; et al. (Comput. Speech Lang., 2024)

From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM. - Kshitij Ambilduke; Ben Peters; Sonal Sannigrahi; Anil Keshwani; Tsz Kin Lam; Bruno Martins 001; Marcely Zanon Boito; André F. T. Martins (CoRR, 2025)

NAVER LABS Europe Submission to the Instruction-following Track. - Beomseok Lee; Marcely Zanon Boito; Laurent Besacier; Ioan Calapodescu (CoRR, 2025)