Marcely Zanon Boito

42 papers A 4B 3C 1Misc 1Journal 23Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	SpeechMapper: Speech-to-text Embedding Projector for LLMs. CoRR Biswesh Mohapatra, Marcely Zanon Boito, Ioan Calapodescu
2025	J	`jnl`	From TOWER to SPIRE: Adding the Speech Modality to a Text-Only LLM. CoRR Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi, Anil Keshwani, Tsz Kin Lam, Bruno Martins, Marcely Zanon Boito, André F. T. Martins
2025	—	`conf`	From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM. EMNLP (Findings) Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi, Anil Keshwani, Tsz Kin Lam, Bruno Martins, André F. T. Martins, Marcely Zanon Boito
2025	J	`jnl`	NAVER LABS Europe Submission to the Instruction-following Track. CoRR Beomseok Lee, Marcely Zanon Boito, Laurent Besacier, Ioan Calapodescu
2024	J	`jnl`	LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2024	Misc	`conf`	Multilingual Distilwhisper: Efficient Distillation of Multi-Task Speech Models Via Language-Specific Experts. ICASSP Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
2024	A	`conf`	mHuBERT-147: A Compact Multilingual HuBERT Model. INTERSPEECH Marcely Zanon Boito, Vivek Iyer, Nikolaos Lagos, Laurent Besacier, Ioan Calapodescu
2024	J	`jnl`	mHuBERT-147: A Compact Multilingual HuBERT Model. CoRR Marcely Zanon Boito, Vivek Iyer, Nikolaos Lagos, Laurent Besacier, Ioan Calapodescu
2023	J	`jnl`	DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts. CoRR Thomas Palmeira Ferraz, Marcely Zanon Boito, Caroline Brun, Vassilina Nikoulina
2023	J	`jnl`	LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2023	—	`conf`	NAVER LABS Europe's Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource Track. IWSLT@ACL Edward Gow-Smith, Alexandre Berard, Marcely Zanon Boito, Ioan Calapodescu
2023	J	`jnl`	NAVER LABS Europe's Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource Track. CoRR Edward Gow-Smith, Alexandre Berard, Marcely Zanon Boito, Ioan Calapodescu
2022	A	`conf`	A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems. INTERSPEECH Marcely Zanon Boito, Laurent Besacier, Natalia A. Tomashenko, Yannick Estève
2022	J	`jnl`	A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems. CoRR Marcely Zanon Boito, Laurent Besacier, Natalia A. Tomashenko, Yannick Estève
2022	—	`ed.`	Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, TALN-RECITAL 2022, Avignon, France, June 27 - July 1, 2022 TALN-RECITAL Yannick Estève, Tania Jiménez, Titouan Parcollet, Marcely Zanon Boito
2022	—	`conf`	Findings of the IWSLT 2022 Evaluation Campaign. IWSLT@ACL 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, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vera Kloudová, Surafel Melaku Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Miguel Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe
2022	—	`conf`	ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks. IWSLT@ACL Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève
2022	J	`jnl`	ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks. CoRR Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine Laurent, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, Souhir Gahbiche, Yannick Estève
2022	B	`conf`	Speech Resources in the Tamasheq Language. LREC Marcely Zanon Boito, Fethi Bougares, Florentin Barbier, Souhir Gahbiche, Loïc Barrault, Mickael Rouvier, Yannick Estève
2022	J	`jnl`	Speech Resources in the Tamasheq Language. CoRR Marcely Zanon Boito, Fethi Bougares, Florentin Barbier, Souhir Gahbiche, Loïc Barrault, Mickael Rouvier, Yannick Estève
2021	J	`jnl`	LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
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	—	`conf`	Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
2021	J	`jnl`	Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings. CoRR Marcely Zanon Boito, Bolaji Yusuf, Lucas Ondel, Aline Villavicencio, Laurent Besacier
2020	—	`conf`	Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. SLTU-CCURL@LREC Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
2020	J	`jnl`	Investigating Language Impact in Bilingual Approaches for Computational Language Documentation. CoRR Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
2020	J	`jnl`	Investigating alignment interpretability for low-resource NMT. Mach. Transl. Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
2020	B	`conf`	MaSS: A Large and Clean Multilingual Corpus of Sentence-aligned Spoken Utterances Extracted from the Bible. LREC Marcely Zanon Boito, William Havard, Mahault Garnerin, Éric Le Ferrand, Laurent Besacier
2019	A	`conf`	Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-Resource Settings. INTERSPEECH Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
2019	J	`jnl`	Empirical Evaluation of Sequence-to-Sequence Models for Word Discovery in Low-resource Settings. CoRR Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
2019	J	`jnl`	How Does Language Influence Documentation Workflow? Unsupervised Word Discovery Using Translations in Multiple Languages. CoRR Marcely Zanon Boito, Aline Villavicencio, Laurent Besacier
2019	J	`jnl`	MaSS: A Large and Clean Multilingual Corpus of Sentence-aligned Spoken Utterances Extracted from the Bible. CoRR Marcely Zanon Boito, William N. Havard, Mahault Garnerin, Éric Le Ferrand, Laurent Besacier
2019	J	`jnl`	ON-TRAC Consortium End-to-End Speech Translation Systems for the IWSLT 2019 Shared Task. CoRR Ha Nguyen, Natalia A. Tomashenko, Marcely Zanon Boito, Antoine Caubrière, Fethi Bougares, Mickael Rouvier, Laurent Besacier, Yannick Estève
2018	—	`conf`	A Small Griko-Italian Speech Translation Corpus. SLTU Marcely Zanon Boito, Antonios Anastasopoulos, Aline Villavicencio, Laurent Besacier, Marika Lekakou
2018	B	`conf`	A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments. LREC Pierre Godard, Gilles Adda, Martine Adda-Decker, Juan Benjumea, Laurent Besacier, Jamison Cooper-Leavitt, Guy-Noël Kouarata, Lori Lamel, Hélène Maynard, Markus Müller, Annie Rialland, Sebastian Stüker, François Yvon, Marcely Zanon Boito
2018	J	`jnl`	A small Griko-Italian speech translation corpus. CoRR Marcely Zanon Boito, Antonios Anastasopoulos, Marika Lekakou, Aline Villavicencio, Laurent Besacier
2018	A	`conf`	Unsupervised Word Segmentation from Speech with Attention. INTERSPEECH Pierre Godard, Marcely Zanon Boito, Lucas Ondel, Alexandre Berard, François Yvon, Aline Villavicencio, Laurent Besacier
2018	J	`jnl`	Unsupervised Word Segmentation from Speech with Attention. CoRR Pierre Godard, Marcely Zanon Boito, Lucas Ondel, Alexandre Berard, François Yvon, Aline Villavicencio, Laurent Besacier
2017	J	`jnl`	A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments. CoRR Pierre Godard, Gilles Adda, Martine Adda-Decker, Juan Benjumea, Laurent Besacier, Jamison Cooper-Leavitt, Guy-Noël Kouarata, Lori Lamel, Hélène Maynard, Markus Müller, Annie Rialland, Sebastian Stüker, François Yvon, Marcely Zanon Boito
2017	J	`jnl`	Unwritten Languages Demand Attention Too! Word Discovery with Encoder-Decoder Models. CoRR Marcely Zanon Boito, Alexandre Berard, Aline Villavicencio, Laurent Besacier
2017	C	`conf`	Unwritten languages demand attention too! Word discovery with encoder-decoder models. ASRU Marcely Zanon Boito, Alexandre Berard, Aline Villavicencio, Laurent Besacier
2014	—	`conf`	Size Does Not Matter. Frequency Does. A Study of Features for Measuring Lexical Complexity. IBERAMIA Rodrigo Wilkens, Alessandro Dalla Vecchia, Marcely Zanon Boito, Muntsa Padró, Aline Villavicencio