HuBERT-VIC: Improving Noise-Robust Automatic Speech Recognition of Speech Foundation Model via Variance-Invariance-Covariance Regularization
Fuente:
arXiv
Saved in:
| Main Authors: | Ahn, Hyebin, Jang, Kangwook, Kim, Hoirin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
by: Yoon, Ji Won, et al.
Published: (2022)
by: Yoon, Ji Won, et al.
Published: (2022)
STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models
by: Jang, Kangwook, et al.
Published: (2023)
by: Jang, Kangwook, et al.
Published: (2023)
ParaNoise-SV: Integrated Approach for Noise-Robust Speaker Verification with Parallel Joint Learning of Speech Enhancement and Noise Extraction
by: Kim, Minu, et al.
Published: (2025)
by: Kim, Minu, et al.
Published: (2025)
Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy
by: Wu, Wenxuan, et al.
Published: (2024)
by: Wu, Wenxuan, 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)
by: Chen, Xueyuan, et al.
Published: (2024)
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)
mHuBERT-147: A Compact Multilingual HuBERT Model
by: Boito, Marcely Zanon, et al.
Published: (2024)
by: Boito, Marcely Zanon, et al.
Published: (2024)
RobustSVC: HuBERT-based Melody Extractor and Adversarial Learning for Robust Singing Voice Conversion
by: Chen, Wei, et al.
Published: (2024)
by: Chen, Wei, et al.
Published: (2024)
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake Detection
by: Kim, Hyun Myung, et al.
Published: (2024)
by: Kim, Hyun Myung, et al.
Published: (2024)
MelHuBERT: A simplified HuBERT on Mel spectrograms
by: Lin, Tzu-Quan, et al.
Published: (2022)
by: Lin, Tzu-Quan, et al.
Published: (2022)
DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objective
by: Chi, Hyung Gun, et al.
Published: (2025)
by: Chi, Hyung Gun, et al.
Published: (2025)
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT
by: Komatsu, Ryota, et al.
Published: (2024)
by: Komatsu, Ryota, et al.
Published: (2024)
Exploration of Adapter for Noise Robust Automatic Speech Recognition
by: Shi, Hao, et al.
Published: (2024)
by: Shi, Hao, et al.
Published: (2024)
Phonetic and Lexical Discovery of a Canine Language using HuBERT
by: Li, Xingyuan, et al.
Published: (2024)
by: Li, Xingyuan, et al.
Published: (2024)
VisG AV-HuBERT: Viseme-Guided AV-HuBERT
by: Papadopoulos, Aristeidis, et al.
Published: (2026)
by: Papadopoulos, Aristeidis, et al.
Published: (2026)
Prosody Labeling with Phoneme-BERT and Speech Foundation Models
by: Koriyama, Tomoki
Published: (2025)
by: Koriyama, Tomoki
Published: (2025)
Latent-Level Enhancement with Flow Matching for Robust Automatic Speech Recognition
by: Yang, Da-Hee, et al.
Published: (2026)
by: Yang, Da-Hee, et al.
Published: (2026)
The RoyalFlush Automatic Speech Diarization and Recognition System for In-Car Multi-Channel Automatic Speech Recognition Challenge
by: Tian, Jingguang, et al.
Published: (2024)
by: Tian, Jingguang, et al.
Published: (2024)
Noisy Disentanglement with Tri-stage Training for Noise-Robust Speech Recognition
by: Chen, Shuangyuan, et al.
Published: (2025)
by: Chen, Shuangyuan, et al.
Published: (2025)
Iterative refinement, not training objective, makes HuBERT behave differently from wav2vec 2.0
by: Huo, Robin, et al.
Published: (2025)
by: Huo, Robin, et al.
Published: (2025)
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
by: Kim, Sungnyun, et al.
Published: (2025)
by: Kim, Sungnyun, et al.
Published: (2025)
A Neural Speech Codec for Noise Robust Speech Coding
by: Huang, Jiayi, et al.
Published: (2023)
by: Huang, Jiayi, et al.
Published: (2023)
Improving Cross-Lingual Phonetic Representation of Low-Resource Languages Through Language Similarity Analysis
by: Kim, Minu, et al.
Published: (2025)
by: Kim, Minu, et al.
Published: (2025)
Zero Shot Text to Speech Augmentation for Automatic Speech Recognition on Low-Resource Accented Speech Corpora
by: Nespoli, Francesco, et al.
Published: (2024)
by: Nespoli, Francesco, et al.
Published: (2024)
Speaker Emotion Recognition: Leveraging Self-Supervised Models for Feature Extraction Using Wav2Vec2 and HuBERT
by: Jafarzadeh, Pourya, et al.
Published: (2024)
by: Jafarzadeh, Pourya, et al.
Published: (2024)
Enhancing Dialogue Speech Recognition with Robust Contextual Awareness via Noise Representation Learning
by: Lee, Wonjun, et al.
Published: (2024)
by: Lee, Wonjun, et al.
Published: (2024)
Robust Speech Recognition with Schrödinger Bridge-Based Speech Enhancement
by: Nasretdinov, Rauf, et al.
Published: (2025)
by: Nasretdinov, Rauf, et al.
Published: (2025)
Training Data Augmentation for Dysarthric Automatic Speech Recognition by Text-to-Dysarthric-Speech Synthesis
by: Leung, Wing-Zin, et al.
Published: (2024)
by: Leung, Wing-Zin, et al.
Published: (2024)
Zero-Shot Recognition of Dysarthric Speech Using Commercial Automatic Speech Recognition and Multimodal Large Language Models
by: Alsayegh, Ali, et al.
Published: (2025)
by: Alsayegh, Ali, et al.
Published: (2025)
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation
by: Trinh, Viet Anh, et al.
Published: (2022)
by: Trinh, Viet Anh, et al.
Published: (2022)
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study
by: Chen, Peikun, et al.
Published: (2024)
by: Chen, Peikun, et al.
Published: (2024)
Suppressing Noise Disparity in Training Data for Automatic Pathological Speech Detection
by: Amiri, Mahdi, et al.
Published: (2024)
by: Amiri, Mahdi, et al.
Published: (2024)
Augmenting Polish Automatic Speech Recognition System With Synthetic Data
by: Bondaruk, Łukasz, et al.
Published: (2024)
by: Bondaruk, Łukasz, et al.
Published: (2024)
Leveraging Self-Supervised Models for Automatic Whispered Speech Recognition
by: Farhadipour, Aref, et al.
Published: (2024)
by: Farhadipour, Aref, et al.
Published: (2024)
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition
by: Eeckt, Steven Vander, et al.
Published: (2023)
by: Eeckt, Steven Vander, et al.
Published: (2023)
Text-guided HuBERT: Self-Supervised Speech Pre-training via Generative Adversarial Networks
by: Ma, Duo, et al.
Published: (2024)
by: Ma, Duo, et al.
Published: (2024)
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility
by: Zheng, Xiuwen, et al.
Published: (2024)
by: Zheng, Xiuwen, et al.
Published: (2024)
Automatic Speech Recognition for Hindi
by: Saha, Anish, et al.
Published: (2024)
by: Saha, Anish, et al.
Published: (2024)
SpecASR: Accelerating LLM-based Automatic Speech Recognition via Speculative Decoding
by: Wei, Linye, et al.
Published: (2025)
by: Wei, Linye, et al.
Published: (2025)
SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in HuBERT
by: Cho, Cheol Jun, et al.
Published: (2023)
by: Cho, Cheol Jun, et al.
Published: (2023)
Similar Items
-
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
by: Yoon, Ji Won, et al.
Published: (2022) -
STaR: Distilling Speech Temporal Relation for Lightweight Speech Self-Supervised Learning Models
by: Jang, Kangwook, et al.
Published: (2023) -
ParaNoise-SV: Integrated Approach for Noise-Robust Speaker Verification with Parallel Joint Learning of Speech Enhancement and Noise Extraction
by: Kim, Minu, et al.
Published: (2025) -
Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy
by: Wu, Wenxuan, 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)