Cover Image

BabyHuBERT: Multilingual Self-Supervised Learning for Segmenting Speakers in Child-Centered Long-Form Recordings

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Charlot, Théo, Kunze, Tarek, Poli, Maxime, Cristia, Alejandrina, Dupoux, Emmanuel, Lavechin, Marvin
Format:	Preprint
Published:	2025
Subjects:	Audio and Speech Processing Machine Learning Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity
by: Peurey, Loann, et al.
Published: (2025)

Context-aware child-directed speech detection from long-form recordings
by: Charlot, Théo, et al.
Published: (2026)

Challenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier
by: Kunze, Tarek, et al.
Published: (2025)

An open-source voice type classifier for child-centered daylong recordings
by: Lavechin, Marvin, et al.
Published: (2020)

BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models
by: Lavechin, Marvin, et al.
Published: (2023)

Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach
by: Poli, Maxime, et al.
Published: (2024)

fastabx: A library for efficient computation of ABX discriminability
by: Poli, Maxime, et al.
Published: (2025)

Automated Analysis of Naturalistic Recordings in Early Childhood: Applications, Challenges, and Opportunities
by: Li, Jialu, et al.
Published: (2025)

Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT
by: Komatsu, Ryota, et al.
Published: (2024)

mHuBERT-147: A Compact Multilingual HuBERT Model
by: Boito, Marcely Zanon, et al.
Published: (2024)

From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model
by: Lavechin, Marvin, et al.
Published: (2025)

DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objective
by: Chi, Hyung Gun, et al.
Published: (2025)

VisG AV-HuBERT: Viseme-Guided AV-HuBERT
by: Papadopoulos, Aristeidis, et al.
Published: (2026)

BabAR: from phoneme recognition to developmental measures of young children's speech production
by: Lavechin, Marvin, et al.
Published: (2026)

DiscoPhon: Benchmarking the Unsupervised Discovery of Phoneme Inventories With Discrete Speech Units
by: Poli, Maxime, et al.
Published: (2026)

HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
by: Yoon, Ji Won, et al.
Published: (2022)

SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in HuBERT
by: Cho, Cheol Jun, et al.
Published: (2023)

MelHuBERT: A simplified HuBERT on Mel spectrograms
by: Lin, Tzu-Quan, et al.
Published: (2022)

MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery
by: Tandazo, Angelo Ortiz, et al.
Published: (2025)

Speaker Emotion Recognition: Leveraging Self-Supervised Models for Feature Extraction Using Wav2Vec2 and HuBERT
by: Jafarzadeh, Pourya, et al.
Published: (2024)

Text-guided HuBERT: Self-Supervised Speech Pre-training via Generative Adversarial Networks
by: Ma, Duo, et al.
Published: (2024)

SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision
by: Poli, Maxime, et al.
Published: (2025)

Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
by: Shi, Jiatong, et al.
Published: (2023)

Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification
by: Lepage, Theo, et al.
Published: (2023)

Self-Supervised Learning for Speaker Recognition: A study and review
by: Lepage, Theo, et al.
Published: (2026)

Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling
by: Lepage, Theo, et al.
Published: (2025)

SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification
by: Lepage, Theo, et al.
Published: (2025)

Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning
by: Lepage, Théo, et al.
Published: (2022)

Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations
by: Lepage, Theo, et al.
Published: (2024)

Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models
by: Miara, Victor, et al.
Published: (2024)

Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy
by: Wu, Wenxuan, et al.
Published: (2024)

Classification errors distort findings in automated speech processing: examples and solutions from child-development research
by: Gautheron, Lucas, et al.
Published: (2025)

Asymmetric Clean Segments-Guided Self-Supervised Learning for Robust Speaker Verification
by: Gan, Chong-Xin, et al.
Published: (2023)

RobustSVC: HuBERT-based Melody Extractor and Adversarial Learning for Robust Singing Voice Conversion
by: Chen, Wei, et al.
Published: (2024)

Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction
by: Chen, Xueyuan, et al.
Published: (2024)

Phonetic and Lexical Discovery of a Canine Language using HuBERT
by: Li, Xingyuan, et al.
Published: (2024)

AfriHuBERT: A self-supervised speech representation model for African languages
by: Alabi, Jesujoba O., et al.
Published: (2024)

Simulating Articulatory Trajectories with Phonological Feature Interpolation
by: Tandazo, Angelo Ortiz, et al.
Published: (2024)

Recursive Attentive Pooling for Extracting Speaker Embeddings from Multi-Speaker Recordings
by: Horiguchi, Shota, et al.
Published: (2024)

Data Efficient Child-Adult Speaker Diarization with Simulated Conversations
by: Xu, Anfeng, et al.
Published: (2024)