XNMT: The eXtensible Neural Machine Translation Toolkit. - Graham Neubig; Matthias Sperber; Xinyi Wang 001; Matthieu Felix; Austin Matthews; Sarguna Padmanabhan; Ye Qi; Devendra Singh Sachan; Philip Arthur; Pierre Godard; John Hewitt; Rachid Riad; et al. (AMTA (1), 2018)

Linguistic Unit Discovery from Multi-Modal Inputs in Unwritten Languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop. - Odette Scharenborg; Laurent Besacier; Alan W. Black; Mark Hasegawa-Johnson; Florian Metze; Graham Neubig; Sebastian Stüker; Pierre Godard; Markus Müller 001; Lucas Ondel; Shruti Palaskar; Philip Arthur; et al. (ICASSP, 2018)

Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments. - Nils Holzenberger; Mingxing Du; Julien Karadayi; Rachid Riad; Emmanuel Dupoux (INTERSPEECH, 2018)

Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning. - Rachid Riad; Corentin Dancette; Julien Karadayi; Neil Zeghidour; Thomas Schatz; Emmanuel Dupoux (INTERSPEECH, 2018)

Vocal Markers from Sustained Phonation in Huntington's Disease. - Rachid Riad; Hadrien Titeux; Laurie Lemoine; Justine Montillot; Jennifer Hamet Bagnou; Xuan-Nga Cao; Emmanuel Dupoux; Anne-Catherine Bachoud-Lévi (INTERSPEECH, 2020)

Identification of Primary and Collateral Tracks in Stuttered Speech. - Rachid Riad; Anne-Catherine Bachoud-Lévi; Frank Rudzicz; Emmanuel Dupoux (LREC, 2020)

Seshat: a Tool for Managing and Verifying Annotation Campaigns of Audio Data. - Hadrien Titeux; Rachid Riad; Xuan-Nga Cao; Nicolas Hamilakis; Kris Madden; Alejandrina Cristià; Anne-Catherine Bachoud-Lévi; Emmanuel Dupoux (LREC, 2020)

Comparison of Speaker Role Recognition and Speaker Enrollment Protocol for conversational Clinical Interviews. - Rachid Riad; Hadrien Titeux; Laurie Lemoine; Justine Montillot; Agnes Sliwinski; Jennifer Hamet Bagnou; Xuan-Nga Cao; Emmanuel Dupoux; Anne-Catherine Bachoud-Lévi (CoRR, 2020)

Speech Technology for Unwritten Languages. - Odette Scharenborg; Lucas Ondel; Shruti Palaskar; Philip Arthur; Francesco Ciannella; Mingxing Du; Elin Larsen; Danny Merkx; Rachid Riad; Liming Wang 003; Emmanuel Dupoux; Laurent Besacier; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Learning spectro-temporal representations of complex sounds with parameterized neural networks. - Rachid Riad; Julien Karadayi; Anne-Catherine Bachoud-Lévi; Emmanuel Dupoux (CoRR, 2021)

pygamma-agreement: Gamma $ gamma$ measure for inter/intra-annotator agreement in Python. - Hadrien Titeux; Rachid Riad (J. Open Source Softw., 2021)

Learning Strides in Convolutional Neural Networks. - Rachid Riad; Olivier Teboul; David Grangier; Neil Zeghidour (ICLR, 2022)

A comparison study on patient-psychologist voice diarization. - Rachid Riad; Hadrien Titeux; Laurie Lemoine; Justine Montillot; Agnes Sliwinski; Jennifer Hamet Bagnou; Xuan-Nga Cao; Anne-Catherine Bachoud-Lévi; Emmanuel Dupoux (SLPAT@ACL, 2022)

Introducing Topography in Convolutional Neural Networks. - Maxime Poli; Emmanuel Dupoux; Rachid Riad (ICASSP, 2023)

Probing mental health information in speech foundation models. - Marc de Gennes; Adrien Lesage; Martin Denais; Xuan-Nga Cao; Simon Chang; Pierre Van Remoortere; Cyrille Dakhlia; Rachid Riad (CoRR, 2024)

Quantized Approximate Signal Processing (QASP): Towards Homomorphic Encryption for audio. - Tu Duyen Nguyen; Adrien Lesage; Clotilde Cantini; Rachid Riad (CoRR, 2025)

Robust fine-tuning of speech recognition models via model merging: application to disordered speech. - Alexandre Ducorroy; Rachid Riad (CoRR, 2025)

In-context learning capabilities of Large Language Models to detect suicide risk among adolescents from speech transcripts. - Filomene Roquefort; Alexandre Ducorroy; Rachid Riad (CoRR, 2025)