The Zero Resource Speech Challenge 2019: TTS Without T. - Ewan Dunbar; Robin Algayres; Julien Karadayi; Mathieu Bernard; Juan Benjumea; Xuan-Nga Cao; Lucie Miskic; Charlotte Dugrain; Lucas Ondel; Alan W. Black; Laurent Besacier; Sakriani Sakti; et al. (INTERSPEECH, 2019)

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

The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units. - Ewan Dunbar; Julien Karadayi; Mathieu Bernard; Xuan-Nga Cao; Robin Algayres; Lucas Ondel; Laurent Besacier; Sakriani Sakti; Emmanuel Dupoux (INTERSPEECH, 2020)

Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning. - Robin Algayres; Adel Nabli; Benoît Sagot; Emmanuel Dupoux (INTERSPEECH, 2022)

Stop: A Dataset for Spoken Task Oriented Semantic Parsing. - Paden Tomasello; Akshat Shrivastava; Daniel Lazar; Po-Chun Hsu; Duc Le; Adithya Sagar; Ali Elkahky; Jade Copet; Wei-Ning Hsu; Yossi Adi; Robin Algayres; Tu Anh Nguyen; et al. (SLT, 2022)

STOP: A dataset for Spoken Task Oriented Semantic Parsing. - Paden Tomasello; Akshat Shrivastava; Daniel Lazar; Po-Chun Hsu; Duc Le; Adithya Sagar; Ali Elkahky; Jade Copet; Wei-Ning Hsu; Yossef Mordechay; Robin Algayres; Tu Anh Nguyen; et al. (CoRR, 2022)

Are word boundaries useful for unsupervised language learning? - Tu Anh Nguyen; Maureen de Seyssel; Robin Algayres; Patricia Rozé; Ewan Dunbar; Emmanuel Dupoux (CoRR, 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)

Generative Spoken Language Model based on continuous word-sized audio tokens. - Robin Algayres; Yossi Adi; Tu Anh Nguyen; Jade Copet; Gabriel Synnaeve; Benoît Sagot; Emmanuel Dupoux (EMNLP, 2023)

XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words. - Robin Algayres; Pablo Diego-Simon; Benoît Sagot; Emmanuel Dupoux (EMNLP (Findings), 2023)

Do Coarser Units Benefit Cluster Prediction-Based Speech Pre-Training? - Ali Elkahky; Wei-Ning Hsu; Paden Tomasello; Tu Anh Nguyen; Robin Algayres; Yossi Adi; Jade Copet; Emmanuel Dupoux; Abdelrahman Mohamed (ICASSP, 2023)

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)

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

Generative Spoken Dialogue Language Modeling. - Tu Anh Nguyen; Eugene Kharitonov; Jade Copet; Yossi Adi; Wei-Ning Hsu; Ali Elkahky; Paden Tomasello; Robin Algayres; Benoît Sagot; Abdelrahman Mohamed; Emmanuel Dupoux (Trans. Assoc. Comput. Linguistics, 2023)

SpiRit-LM: Interleaved Spoken and Written Language Model. - Tu Anh Nguyen; Benjamin Muller; Bokai Yu; Marta R. Costa-jussà; Maha Elbayad; Sravya Popuri; Paul-Ambroise Duquenne; Robin Algayres; Ruslan Mavlyutov; Itai Gat; Gabriel Synnaeve; Juan Pino 001; et al. (CoRR, 2024)

Computational Modeling of the Segmentation of Sentence Stimuli From an Infant Word-Finding Study. - Daniel Swingley; Robin Algayres (Cogn. Sci., 2024)

LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch. - Zhengzhong Liu 001; Bowen Tan; Hongyi Wang 001; Willie Neiswanger; Tianhua Tao; Haonan Li 002; Fajri Koto; Yuqi Wang; Suqi Sun; Omkar Pangarkar; Richard Fan; Yi Gu 002; et al. (CoRR, 2025)