MauBERT: Universal Phonetic Inductive Biases for Few-Shot Acoustic Units Discovery
Fuente:
arXiv
Saved in:
| Main Authors: | Tandazo, Angelo Ortiz, Khentout, Manel, Benchekroun, Youssef, Hueber, Thomas, Dupoux, Emmanuel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DiscoPhon: Benchmarking the Unsupervised Discovery of Phoneme Inventories With Discrete Speech Units
by: Poli, Maxime, et al.
Published: (2026)
by: Poli, Maxime, et al.
Published: (2026)
Simulating Articulatory Trajectories with Phonological Feature Interpolation
by: Tandazo, Angelo Ortiz, et al.
Published: (2024)
by: Tandazo, Angelo Ortiz, et al.
Published: (2024)
Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity
by: Peurey, Loann, et al.
Published: (2025)
by: Peurey, Loann, et al.
Published: (2025)
SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision
by: Poli, Maxime, et al.
Published: (2025)
by: Poli, Maxime, et al.
Published: (2025)
From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model
by: Lavechin, Marvin, et al.
Published: (2025)
by: Lavechin, Marvin, et al.
Published: (2025)
Phonetic and Lexical Discovery of a Canine Language using HuBERT
by: Li, Xingyuan, et al.
Published: (2024)
by: Li, Xingyuan, et al.
Published: (2024)
BabyHuBERT: Multilingual Self-Supervised Learning for Segmenting Speakers in Child-Centered Long-Form Recordings
by: Charlot, Théo, et al.
Published: (2025)
by: Charlot, Théo, et al.
Published: (2025)
Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach
by: Poli, Maxime, et al.
Published: (2024)
by: Poli, Maxime, et al.
Published: (2024)
fastabx: A library for efficient computation of ABX discriminability
by: Poli, Maxime, et al.
Published: (2025)
by: Poli, Maxime, et al.
Published: (2025)
SCRAPS: Speech Contrastive Representations of Acoustic and Phonetic Spaces
by: Vallés-Pérez, Ivan, et al.
Published: (2023)
by: Vallés-Pérez, Ivan, et al.
Published: (2023)
Self-supervised Learning for Acoustic Few-Shot Classification
by: Liang, Jingyong, et al.
Published: (2024)
by: Liang, Jingyong, et al.
Published: (2024)
PAST: Phonetic-Acoustic Speech Tokenizer
by: Har-Tuv, Nadav, et al.
Published: (2025)
by: Har-Tuv, Nadav, et al.
Published: (2025)
Pronunciation Editing for Finnish Speech using Phonetic Posteriorgrams
by: Li, Zirui, et al.
Published: (2025)
by: Li, Zirui, et al.
Published: (2025)
The Universal Personalizer: Few-Shot Dysarthric Speech Recognition via Meta-Learning
by: Agarwal, Dhruuv, et al.
Published: (2025)
by: Agarwal, Dhruuv, et al.
Published: (2025)
Phonetic Segmentation of the UCLA Phonetics Lab Archive
by: Chodroff, Eleanor, et al.
Published: (2024)
by: Chodroff, Eleanor, et al.
Published: (2024)
High-Fidelity Neural Phonetic Posteriorgrams
by: Churchwell, Cameron, et al.
Published: (2024)
by: Churchwell, Cameron, et al.
Published: (2024)
Phonetic Error Analysis of Raw Waveform Acoustic Models with Parametric and Non-Parametric CNNs
by: Loweimi, Erfan, et al.
Published: (2024)
by: Loweimi, Erfan, et al.
Published: (2024)
Spoken-Term Discovery using Discrete Speech Units
by: van Niekerk, Benjamin, et al.
Published: (2024)
by: van Niekerk, Benjamin, et al.
Published: (2024)
Towards Accurate Phonetic Error Detection Through Phoneme Similarity Modeling
by: Zhou, Xuanru, et al.
Published: (2025)
by: Zhou, Xuanru, et al.
Published: (2025)
LCS-CTC: Leveraging Soft Alignments to Enhance Phonetic Transcription Robustness
by: Ye, Zongli, et al.
Published: (2025)
by: Ye, Zongli, et al.
Published: (2025)
PhiNet: Speaker Verification with Phonetic Interpretability
by: Ma, Yi, et al.
Published: (2026)
by: Ma, Yi, et al.
Published: (2026)
Phonetic Richness for Improved Automatic Speaker Verification
by: Klein, Nicholas, et al.
Published: (2024)
by: Klein, Nicholas, et al.
Published: (2024)
An open-source voice type classifier for child-centered daylong recordings
by: Lavechin, Marvin, et al.
Published: (2020)
by: Lavechin, Marvin, et al.
Published: (2020)
EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models
by: de Seyssel, Maureen, et al.
Published: (2023)
by: de Seyssel, Maureen, et al.
Published: (2023)
VisG AV-HuBERT: Viseme-Guided AV-HuBERT
by: Papadopoulos, Aristeidis, et al.
Published: (2026)
by: Papadopoulos, Aristeidis, et al.
Published: (2026)
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
by: Shi, Jiatong, et al.
Published: (2023)
by: Shi, Jiatong, et al.
Published: (2023)
Reconstruction of the Vocal Tract from Speech via Phonetic Representations Using MRI Data
by: Azzouz, Sofiane, et al.
Published: (2026)
by: Azzouz, Sofiane, et al.
Published: (2026)
Vision Language Models Are Few-Shot Audio Spectrogram Classifiers
by: Dixit, Satvik, et al.
Published: (2024)
by: Dixit, Satvik, et al.
Published: (2024)
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation
by: Yang, Mu, et al.
Published: (2024)
by: Yang, Mu, et al.
Published: (2024)
Is Self-Supervised Learning Enough to Fill in the Gap? A Study on Speech Inpainting
by: Asaad, Ihab, et al.
Published: (2024)
by: Asaad, Ihab, et al.
Published: (2024)
Rapidly Adapting to New Voice Spoofing: Few-Shot Detection of Synthesized Speech Under Distribution Shifts
by: Garg, Ashi, et al.
Published: (2025)
by: Garg, Ashi, et al.
Published: (2025)
Quantifying and Reducing Speaker Heterogeneity within the Common Voice Corpus for Phonetic Analysis
by: Zhang, Miao, et al.
Published: (2025)
by: Zhang, Miao, et al.
Published: (2025)
Enhancing Child Vocalization Classification with Phonetically-Tuned Embeddings for Assisting Autism Diagnosis
by: Li, Jialu, et al.
Published: (2023)
by: Li, Jialu, et al.
Published: (2023)
Speech Codec Probing from Semantic and Phonetic Perspectives
by: Shi, Xuan, et al.
Published: (2026)
by: Shi, Xuan, et al.
Published: (2026)
Exploring the Benefits of Tokenization of Discrete Acoustic Units
by: Dekel, Avihu, et al.
Published: (2024)
by: Dekel, Avihu, et al.
Published: (2024)
Few-Shot Bioacoustic Event Detection with Frame-Level Embedding Learning System
by: Zhao, PengYuan, et al.
Published: (2024)
by: Zhao, PengYuan, et al.
Published: (2024)
Pretraining End-to-End Keyword Search with Automatically Discovered Acoustic Units
by: Yusuf, Bolaji, et al.
Published: (2024)
by: Yusuf, Bolaji, et al.
Published: (2024)
Revealing the Hidden Temporal Structure of HubertSoft Embeddings based on the Russian Phonetic Corpus
by: Ananeva, Anastasia, et al.
Published: (2025)
by: Ananeva, Anastasia, et al.
Published: (2025)
Rethinking Speech Representation Aggregation in Speech Enhancement: A Phonetic Mutual Information Perspective
by: Han, Seungu, et al.
Published: (2026)
by: Han, Seungu, et al.
Published: (2026)
Polyphonia: Zero-Shot Timbre Transfer in Polyphonic Music with Acoustic-Informed Attention Calibration
by: Li, Haowen, et al.
Published: (2026)
by: Li, Haowen, et al.
Published: (2026)
Similar Items
-
DiscoPhon: Benchmarking the Unsupervised Discovery of Phoneme Inventories With Discrete Speech Units
by: Poli, Maxime, et al.
Published: (2026) -
Simulating Articulatory Trajectories with Phonological Feature Interpolation
by: Tandazo, Angelo Ortiz, et al.
Published: (2024) -
Fifteen Years of Child-Centered Long-Form Recordings: Promises, Resources, and Remaining Challenges to Validity
by: Peurey, Loann, et al.
Published: (2025) -
SpidR: Learning Fast and Stable Linguistic Units for Spoken Language Models Without Supervision
by: Poli, Maxime, et al.
Published: (2025) -
From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model
by: Lavechin, Marvin, et al.
Published: (2025)