Marvin Lavechin

Computer Science · Physical Sciences

12h-index514citations51works1.02yr avg
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Research Topics

Speech Recognition and Synthesis(21), Language Development and Disorders(18), Speech and Audio Processing(15), Speech and dialogue systems(15), Phonetics and Phonology Research(9)

Publications51 total

Performance and biases of the LENA® and ACLEW algorithms in analyzing language environments in Down, Fragile X, Angelman syndromes, and populations at elevated likelihood for autism
PsyArXiv (OSF Preprints)·2026Open Access
Simulating Early Phonetic and Word Learning Without Linguistic Categories
2025Open Access
Vocalisation is Progressively Decoupled From Autonomic Arousal Over The First Two Years of Life
2025Open Access
BabyHuBERT: Multilingual Self-Supervised Learning for Segmenting Speakers in Child-Centered Long-Form Recordings
ArXiv.org·2025Open Access
From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model
arXiv (Cornell University)·2025Open Access
Classification errors distort findings in automated speech processing: examples and solutions from child-development research
ArXiv.org·2025Open Access
Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity
2025Open Access
Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier
2025Open Access
Vocalisation is Progressively Decoupled From Autonomic Arousal Over The First Two Years of Life
2025Open Access
Vocalisation is Progressively Decoupled From Autonomic Arousal Over The First Two Years of Life
2025Open Access
Classification errors distort findings in automated speech processing: examples and solutions from child-development research
2025Open Access
WITHDRAWN
2025Open Access
Simulating Early Phonetic and Word Learning Without Linguistic Categories
Developmental Science·2025· 1 cited
From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model
2025Open Access
Simulating prenatal language exposure in computational models: An exploration study
Cognition·2024· 1 citedOpen Access
Establishing the reliability of metrics extracted from long-form recordings using LENA and the ACLEW pipeline
Behavior Research Methods·2024· 6 citedOpen Access
Modeling the initial state of early phonetic learning in infants
SPIRE - Sciences Po Institutional REpository·2024Open Access
Decode, Move and Speak! Self-supervised Learning of Speech Units, Gestures, and Sound Relationships Using Vocal Imitation
Computational Linguistics·2024· 2 citedOpen Access
Establishing the reliability of metrics extracted from long-form recordings using LENA and the ACLEW pipeline
2024Open Access
Modeling the initial state of early phonetic learning in infants
2024· 1 citedOpen Access
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Frequent Co-authors

Alejandrina Cristià(30), Emmanuel Dupoux(30), Hervé Bredin(16), Hadrien Titeux(13), Maureen de Seyssel(13), Okko Räsänen(11), Lucas Gautheron(8), Elika Bergelson(7), Guillaume Wisniewski(7), Camila Scaff(6), Marianne Métais(6), Mélanie Söderström(5), Caroline F. Rowland(5), Ruben Bousbib(4), Maxime Poli(4), John Bunce(3), Marie-Philippe Gill(3), Yaya Sy(3), María Andrea Cruz Blandón(3), Loann Peurey(3)