Context-aware child-directed speech detection from long-form recordings.

Marvin Lavechin

Théo Charlot Tarek Kunze Kaveri K. Sheth Alejandrina Cristià Marvin Lavechin Context-aware child-directed speech detection from long-form recordings. 2026 June abs/2606.01134 CoRR https://doi.org/10.48550/arXiv.2606.01134 db/journals/corr/corr2606.html#abs-2606-01134 streams/journals/corr

Jialu Li 0002 Marvin Lavechin Xulin Fan Nancy L. McElwain Alejandrina Cristià L. Paola García-Perera Mark A. Hasegawa-Johnson Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, challenges, and opportunities. 2025 November 16-34 42 IEEE Signal Process. Mag. 6 https://doi.org/10.1109/MSP.2025.3610974 db/journals/spm/spm42.html#LiLFMCGH25 streams/journals/spm

Marvin Lavechin Thomas Hueber From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model. 23852-23863 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1217 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#LavechinH25 streams/conf/emnlp Tarek Kunze Marianne Métais Hadrien Titeux Lucas Elbert Joseph Coffey Emmanuel Dupoux Alejandrina Cristià Marvin Lavechin Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1962 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#KunzeMTECDCL25 Loann Peurey Marvin Lavechin Tarek Kunze Manel Khentout Lucas Gautheron Emmanuel Dupoux Alejandrina Cristià Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity. 2025 INTERSPEECH https://doi.org/10.21437/Interspeech.2025-1987 conf/interspeech/2025 db/conf/interspeech/interspeech2025.html#PeureyLKKGDC25

Tarek Kunze Marianne Métais Hadrien Titeux Lucas Elbert Joseph Coffey Emmanuel Dupoux Alejandrina Cristià Marvin Lavechin Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier. 2025 June abs/2506.11074 CoRR https://doi.org/10.48550/arXiv.2506.11074 db/journals/corr/corr2506.html#abs-2506-11074 streams/journals/corr

Loann Peurey Marvin Lavechin Tarek Kunze Manel Khentout Lucas Gautheron Emmanuel Dupoux Alejandrina Cristià Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity. 2025 June abs/2506.11075 CoRR https://doi.org/10.48550/arXiv.2506.11075 db/journals/corr/corr2506.html#abs-2506-11075 streams/journals/corr

Lucas Gautheron Evan Kidd Anton Malko Marvin Lavechin Alejandrina Cristià Classification errors distort findings in automated speech processing: examples and solutions from child-development research. 2025 August abs/2508.15637 CoRR https://doi.org/10.48550/arXiv.2508.15637 db/journals/corr/corr2508.html#abs-2508-15637 streams/journals/corr

Théo Charlot Tarek Kunze Maxime Poli Alejandrina Cristià Emmanuel Dupoux Marvin Lavechin BabyHuBERT: Multilingual Self-Supervised Learning for Segmenting Speakers in Child-Centered Long-Form Recordings. 2025 September abs/2509.15001 CoRR https://doi.org/10.48550/arXiv.2509.15001 db/journals/corr/corr2509.html#abs-2509-15001 streams/journals/corr

Jialu Li 0002 Marvin Lavechin Xulin Fan Nancy L. McElwain Alejandrina Cristià L. Paola García-Perera Mark Hasegawa-Johnson Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, Challenges, and Opportunities. 2025 September abs/2509.18235 CoRR https://doi.org/10.48550/arXiv.2509.18235 db/journals/corr/corr2509.html#abs-2509-18235 streams/journals/corr

Marvin Lavechin 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). 2023 École Normale Supérieure, Paris, France https://tel.archives-ouvertes.fr/tel-04967653 Marvin Lavechin Marianne Métais Hadrien Titeux Alodie Boissonnet Jade Copet Morgane Rivière Elika Bergelson Alejandrina Cristià Emmanuel Dupoux Hervé Bredin Brouhaha: Multi-Task Training for Voice Activity Detection, Speech-to-Noise Ratio, and C50 Room Acoustics Estimation. 1-7 2023 ASRU https://doi.org/10.1109/ASRU57964.2023.10389718 conf/asru/2023 db/conf/asru/asru2023.html#LavechinMTBCRBCDB23 Maureen de Seyssel Marvin Lavechin Hadrien Titeux Arthur Thomas Gwendal Virlet Andrea Santos Revilla Guillaume Wisniewski Bogdan Ludusan Emmanuel Dupoux ProsAudit, a prosodic benchmark for self-supervised speech models. 2963-2967 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-438 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#SeysselLTTVRWLD23 Marvin Lavechin Yaya Sy Hadrien Titeux María Andrea Cruz Blandón Okko Räsänen Hervé Bredin Emmanuel Dupoux Alejandrina Cristià BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models. 4588-4592 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-978 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#LavechinSTBRBDC23 Yaya Sy William N. Havard Marvin Lavechin Emmanuel Dupoux Alejandrina Cristià Measuring Language Development From Child-centered Recordings. 4618-4622 2023 INTERSPEECH https://doi.org/10.21437/Interspeech.2023-1569 conf/interspeech/2023 db/conf/interspeech/interspeech2023.html#SyHLDC23

Maureen de Seyssel Marvin Lavechin Hadrien Titeux Arthur Thomas Gwendal Virlet Andrea Santos Revilla Guillaume Wisniewski Bogdan Ludusan Emmanuel Dupoux ProsAudit, a prosodic benchmark for self-supervised speech models. 2023 abs/2302.12057 CoRR https://doi.org/10.48550/arXiv.2302.12057 db/journals/corr/corr2302.html#abs-2302-12057

Marvin Lavechin Yaya Sy Hadrien Titeux María Andrea Cruz Blandón Okko Räsänen Hervé Bredin Emmanuel Dupoux Alejandrina Cristià BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models. 2023 abs/2306.01506 CoRR https://doi.org/10.48550/arXiv.2306.01506 db/journals/corr/corr2306.html#abs-2306-01506

Maureen de Seyssel Marvin Lavechin Yossi Adi Emmanuel Dupoux Guillaume Wisniewski Probing phoneme, language and speaker information in unsupervised speech representations. 1402-1406 2022 INTERSPEECH https://doi.org/10.21437/Interspeech.2022-373 conf/interspeech/2022 db/conf/interspeech/interspeech2022.html#SeysselLADW22

Maureen de Seyssel Marvin Lavechin Yossi Adi Emmanuel Dupoux Guillaume Wisniewski Probing phoneme, language and speaker information in unsupervised speech representations. 2022 abs/2203.16193 CoRR https://doi.org/10.48550/arXiv.2203.16193 db/journals/corr/corr2203.html#abs-2203-16193

Marvin Lavechin Marianne Métais Hadrien Titeux Alodie Boissonnet Jade Copet Morgane Rivière Elika Bergelson Alejandrina Cristià Emmanuel Dupoux Hervé Bredin Brouhaha: multi-task training for voice activity detection, speech-to-noise ratio, and C50 room acoustics estimation. 2022 abs/2210.13248 CoRR https://doi.org/10.48550/arXiv.2210.13248 db/journals/corr/corr2210.html#abs-2210-13248

Afra Alishahi Grzegorz Chrupala Alejandrina Cristià Emmanuel Dupoux Bertrand Higy Marvin Lavechin Okko Räsänen Chen Yu ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition. 2021 abs/2107.06546 CoRR https://arxiv.org/abs/2107.06546 db/journals/corr/corr2107.html#abs-2107-06546

Hervé Bredin Ruiqing Yin Juan Manuel Coria Gregory Gelly Pavel Korshunov Marvin Lavechin Diego Fustes Hadrien Titeux Wassim Bouaziz Marie-Philippe Gill Pyannote.Audio: Neural Building Blocks for Speaker Diarization. 7124-7128 2020 ICASSP https://doi.org/10.1109/ICASSP40776.2020.9052974 conf/icassp/2020 db/conf/icassp/icassp2020.html#BredinYCGKLFTBG20 Marvin Lavechin Ruben Bousbib Hervé Bredin Emmanuel Dupoux Alejandrina Cristià An Open-Source Voice Type Classifier for Child-Centered Daylong Recordings. 3072-3076 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-1690 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#LavechinBBDC20 Marvin Lavechin Marie-Philippe Gill Ruben Bousbib Hervé Bredin Leibny Paola García-Perera End-to-End Domain-Adversarial Voice Activity Detection. 3685-3689 2020 INTERSPEECH https://doi.org/10.21437/Interspeech.2020-2285 conf/interspeech/2020 db/conf/interspeech/interspeech2020.html#LavechinGBBG20 Leibny Paola García-Perera Jesús Villalba 0001 Hervé Bredin Jun Du 0002 Diego Castán Alejandrina Cristià Latané Bullock Ling Guo Koji Okabe Phani Sankar Nidadavolu Saurabh Kataria 0001 Sizhu Chen Léo Galmant Marvin Lavechin Lei Sun 0010 Marie-Philippe Gill Bar Ben-Yair Sajjad Abdoli Xin Wang 0037 Wassim Bouaziz Hadrien Titeux Emmanuel Dupoux Kong Aik Lee Najim Dehak Speaker Detection in the Wild: Lessons Learned from JSALT 2019. 415-422 2020 Odyssey https://doi.org/10.21437/Odyssey.2020-59 conf/odyssey/2020 db/conf/odyssey/odyssey2020.html#Garcia-PereraVB20

Hervé Bredin Ruiqing Yin Juan Manuel Coria Gregory Gelly Pavel Korshunov Marvin Lavechin Diego Fustes Hadrien Titeux Wassim Bouaziz Marie-Philippe Gill pyannote.audio: neural building blocks for speaker diarization. 2019 abs/1911.01255 CoRR http://arxiv.org/abs/1911.01255 db/journals/corr/corr1911.html#abs-1911-01255

Paola García 0001 Jesús Villalba 0001 Hervé Bredin Jun Du 0002 Diego Castán Alejandrina Cristià Latané Bullock Ling Guo Koji Okabe Phani Sankar Nidadavolu Saurabh Kataria 0001 Sizhu Chen Léo Galmant Marvin Lavechin Lei Sun 0010 Marie-Philippe Gill Bar Ben-Yair Sajjad Abdoli Xin Wang 0037 Wassim Bouaziz Hadrien Titeux Emmanuel Dupoux Kong Aik Lee Najim Dehak Speaker detection in the wild: Lessons learned from JSALT 2019. 2019 abs/1912.00938 CoRR http://arxiv.org/abs/1912.00938 db/journals/corr/corr1912.html#abs-1912-00938

Sajjad Abdoli Yossi Adi Afra Alishahi Bar Ben-Yair Elika Bergelson María Andrea Cruz Blandón Alodie Boissonnet Wassim Bouaziz Ruben Bousbib Hervé Bredin Latané Bullock Diego Castán Théo Charlot Sizhu Chen Grzegorz Chrupala Joseph Coffey Jade Copet Juan Manuel Coria Alejandrina Cristià Najim Dehak Jun Du 0002 Emmanuel Dupoux Lucas Elbert Xulin Fan Diego Fustes Léo Galmant L. Paola García-PereraLeibny Paola García-PereraPaola García 0001 Lucas Gautheron Gregory Gelly Marie-Philippe Gill Ling Guo Mark Hasegawa-JohnsonMark A. Hasegawa-Johnson William HavardWilliam N. Havard Bertrand Higy Thomas Hueber Saurabh Kataria 0001 Manel Khentout Evan Kidd Pavel Korshunov Tarek Kunze Kong-Aik LeeKong Aik Lee Jialu Li 0002 Bogdan Ludusan Anton Malko Nancy McElwainNancy L. McElwain Marianne Métais Phani S. NidadavoluPhani Sankar Nidadavolu Koji Okabe Loann Peurey Maxime Poli Okko Johannes RäsänenOkko Räsänen Andrea Santos Revilla Morgane Rivière Maureen de Seyssel Kaveri K. Sheth Lei Sun 0010 Yaya Sy Arthur Thomas Hadrien Titeux Jesús Villalba 0001 Gwendal Virlet Xin Wang 0037 Guillaume Wisniewski Ruiqing Yin Chen Yu