Marvin Lavechin

According to our database, Marvin Lavechin authored at least 13 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity.

Loann Peurey, Marvin Lavechin, Tarek Kunze, Manel Khentout, Lucas Gautheron, Emmanuel Dupoux, Alejandrina Cristià

CoRR, June, 2025

Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier.

Tarek Kunze, Marianne Métais, Hadrien Titeux, Lucas Elbert, Joseph Coffey, Emmanuel Dupoux, Alejandrina Cristià, Marvin Lavechin

CoRR, June, 2025

2023

Artificial neural networks to analyze and simulate language acquisition in children. (Les réseaux de neurones artificiels pour analyser et simuler l'acquisition du langage chez les enfants).

Marvin Lavechin

PhD thesis, 2023

Measuring Language Development From Child-centered Recordings.

Yaya Sy, William N. Havard, Marvin Lavechin, Emmanuel Dupoux, Alejandrina Cristià

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

ProsAudit, a prosodic benchmark for self-supervised speech models.

Maureen de Seyssel, Marvin Lavechin, Hadrien Titeux, Arthur Thomas, Gwendal Virlet, Andrea Santos Revilla, Guillaume Wisniewski, Bogdan Ludusan, Emmanuel Dupoux

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models.

Marvin Lavechin, Yaya Sy, Hadrien Titeux, María Andrea Cruz Blandón, Okko Räsänen, Hervé Bredin, Emmanuel Dupoux, Alejandrina Cristià

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Brouhaha: Multi-Task Training for Voice Activity Detection, Speech-to-Noise Ratio, and C50 Room Acoustics Estimation.

Marvin Lavechin, Marianne Métais, Hadrien Titeux, Alodie Boissonnet, Jade Copet, Morgane Rivière, Elika Bergelson, Alejandrina Cristià, Emmanuel Dupoux, Hervé Bredin

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Probing phoneme, language and speaker information in unsupervised speech representations.

Maureen de Seyssel, Marvin Lavechin, Yossi Adi, Emmanuel Dupoux, Guillaume Wisniewski

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition.

Afra Alishahi, Grzegorz Chrupala, Alejandrina Cristià, Emmanuel Dupoux, Bertrand Higy, Marvin Lavechin, Okko Räsänen, Chen Yu

CoRR, 2021

2020

Speaker Detection in the Wild: Lessons Learned from JSALT 2019.

Leibny Paola García-Perera, Jesús Villalba, Hervé Bredin, Jun Du, Diego Castán, Alejandrina Cristià, Latané Bullock, Ling Guo, Koji Okabe, Phani Sankar Nidadavolu, Saurabh Kataria, Sizhu Chen, Léo Galmant, Marvin Lavechin, Lei Sun, Marie-Philippe Gill, Bar Ben-Yair, Sajjad Abdoli, Xin Wang, Wassim Bouaziz, Hadrien Titeux, Emmanuel Dupoux, Kong Aik Lee, Najim Dehak

Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

End-to-End Domain-Adversarial Voice Activity Detection.

Marvin Lavechin, Marie-Philippe Gill, Ruben Bousbib, Hervé Bredin, Leibny Paola García-Perera

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

An Open-Source Voice Type Classifier for Child-Centered Daylong Recordings.

Marvin Lavechin, Ruben Bousbib, Hervé Bredin, Emmanuel Dupoux, Alejandrina Cristià

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Pyannote.Audio: Neural Building Blocks for Speaker Diarization.

Hervé Bredin, Ruiqing Yin, Juan Manuel Coria, Gregory Gelly, Pavel Korshunov, Marvin Lavechin, Diego Fustes, Hadrien Titeux, Wassim Bouaziz, Marie-Philippe Gill

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020