Marvin Lavechin

26 papers A* 1A 8C 1Misc 1Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, Challenges, and Opportunities. CoRR Jialu Li, Marvin Lavechin, Xulin Fan, Nancy L. McElwain, Alejandrina Cristià, L. Paola García-Perera, Mark Hasegawa-Johnson
2025	J	`jnl`	Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, challenges, and opportunities. IEEE Signal Process. Mag. Jialu Li, Marvin Lavechin, Xulin Fan, Nancy L. McElwain, Alejandrina Cristià, L. Paola García-Perera, Mark A. Hasegawa-Johnson
2025	J	`jnl`	BabyHuBERT: Multilingual Self-Supervised Learning for Segmenting Speakers in Child-Centered Long-Form Recordings. CoRR Théo Charlot, Tarek Kunze, Maxime Poli, Alejandrina Cristià, Emmanuel Dupoux, Marvin Lavechin
2025	A	`conf`	Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier. INTERSPEECH Tarek Kunze, Marianne Métais, Hadrien Titeux, Lucas Elbert, Joseph Coffey, Emmanuel Dupoux, Alejandrina Cristià, Marvin Lavechin
2025	J	`jnl`	Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier. CoRR Tarek Kunze, Marianne Métais, Hadrien Titeux, Lucas Elbert, Joseph Coffey, Emmanuel Dupoux, Alejandrina Cristià, Marvin Lavechin
2025	J	`jnl`	Classification errors distort findings in automated speech processing: examples and solutions from child-development research. CoRR Lucas Gautheron, Evan Kidd, Anton Malko, Marvin Lavechin, Alejandrina Cristià
2025	A	`conf`	Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity. INTERSPEECH Loann Peurey, Marvin Lavechin, Tarek Kunze, Manel Khentout, Lucas Gautheron, Emmanuel Dupoux, Alejandrina Cristià
2025	J	`jnl`	Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity. CoRR Loann Peurey, Marvin Lavechin, Tarek Kunze, Manel Khentout, Lucas Gautheron, Emmanuel Dupoux, Alejandrina Cristià
2025	A*	`conf`	From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model. EMNLP Marvin Lavechin, Thomas Hueber
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
2023	A	`conf`	BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models. INTERSPEECH Marvin Lavechin, Yaya Sy, Hadrien Titeux, María Andrea Cruz Blandón, Okko Räsänen, Hervé Bredin, Emmanuel Dupoux, Alejandrina Cristià
2023	J	`jnl`	BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models. CoRR Marvin Lavechin, Yaya Sy, Hadrien Titeux, María Andrea Cruz Blandón, Okko Räsänen, Hervé Bredin, Emmanuel Dupoux, Alejandrina Cristià
2023	C	`conf`	Brouhaha: Multi-Task Training for Voice Activity Detection, Speech-to-Noise Ratio, and C50 Room Acoustics Estimation. ASRU Marvin Lavechin, Marianne Métais, Hadrien Titeux, Alodie Boissonnet, Jade Copet, Morgane Rivière, Elika Bergelson, Alejandrina Cristià, Emmanuel Dupoux, Hervé Bredin
2023	A	`conf`	Measuring Language Development From Child-centered Recordings. INTERSPEECH Yaya Sy, William N. Havard, Marvin Lavechin, Emmanuel Dupoux, Alejandrina Cristià
2023	A	`conf`	ProsAudit, a prosodic benchmark for self-supervised speech models. INTERSPEECH Maureen de Seyssel, Marvin Lavechin, Hadrien Titeux, Arthur Thomas, Gwendal Virlet, Andrea Santos Revilla, Guillaume Wisniewski, Bogdan Ludusan, Emmanuel Dupoux
2023	J	`jnl`	ProsAudit, a prosodic benchmark for self-supervised speech models. CoRR Maureen de Seyssel, Marvin Lavechin, Hadrien Titeux, Arthur Thomas, Gwendal Virlet, Andrea Santos Revilla, Guillaume Wisniewski, Bogdan Ludusan, Emmanuel Dupoux
2022	J	`jnl`	Brouhaha: multi-task training for voice activity detection, speech-to-noise ratio, and C50 room acoustics estimation. CoRR Marvin Lavechin, Marianne Métais, Hadrien Titeux, Alodie Boissonnet, Jade Copet, Morgane Rivière, Elika Bergelson, Alejandrina Cristià, Emmanuel Dupoux, Hervé Bredin
2022	A	`conf`	Probing phoneme, language and speaker information in unsupervised speech representations. INTERSPEECH Maureen de Seyssel, Marvin Lavechin, Yossi Adi, Emmanuel Dupoux, Guillaume Wisniewski
2022	J	`jnl`	Probing phoneme, language and speaker information in unsupervised speech representations. CoRR Maureen de Seyssel, Marvin Lavechin, Yossi Adi, Emmanuel Dupoux, Guillaume Wisniewski
2021	J	`jnl`	ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition. CoRR Afra Alishahi, Grzegorz Chrupala, Alejandrina Cristià, Emmanuel Dupoux, Bertrand Higy, Marvin Lavechin, Okko Räsänen, Chen Yu
2020	A	`conf`	An Open-Source Voice Type Classifier for Child-Centered Daylong Recordings. INTERSPEECH Marvin Lavechin, Ruben Bousbib, Hervé Bredin, Emmanuel Dupoux, Alejandrina Cristià
2020	A	`conf`	End-to-End Domain-Adversarial Voice Activity Detection. INTERSPEECH Marvin Lavechin, Marie-Philippe Gill, Ruben Bousbib, Hervé Bredin, Leibny Paola García-Perera
2020	Misc	`conf`	Pyannote.Audio: Neural Building Blocks for Speaker Diarization. ICASSP Hervé Bredin, Ruiqing Yin, Juan Manuel Coria, Gregory Gelly, Pavel Korshunov, Marvin Lavechin, Diego Fustes, Hadrien Titeux, Wassim Bouaziz, Marie-Philippe Gill
2020	—	`conf`	Speaker Detection in the Wild: Lessons Learned from JSALT 2019. Odyssey 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
2019	J	`jnl`	Speaker detection in the wild: Lessons learned from JSALT 2019. CoRR Paola García, 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
2019	J	`jnl`	pyannote.audio: neural building blocks for speaker diarization. CoRR Hervé Bredin, Ruiqing Yin, Juan Manuel Coria, Gregory Gelly, Pavel Korshunov, Marvin Lavechin, Diego Fustes, Hadrien Titeux, Wassim Bouaziz, Marie-Philippe Gill