MelHuBERT: A simplified HuBERT on Mel spectrograms
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Tzu-Quan, Lee, Hung-yi, Tang, Hao |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| 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)
mHuBERT-147: A Compact Multilingual HuBERT Model
by: Boito, Marcely Zanon, et al.
Published: (2024)
by: Boito, Marcely Zanon, 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)
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)
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)
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)
VisG AV-HuBERT: Viseme-Guided AV-HuBERT
by: Papadopoulos, Aristeidis, et al.
Published: (2026)
by: Papadopoulos, Aristeidis, et al.
Published: (2026)
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)
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)
Property Neurons in Self-Supervised Speech Transformers
by: Lin, Tzu-Quan, et al.
Published: (2024)
by: Lin, Tzu-Quan, 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)
AfriHuBERT: A self-supervised speech representation model for African languages
by: Alabi, Jesujoba O., et al.
Published: (2024)
by: Alabi, Jesujoba O., 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)
Repurposing Image Diffusion Models for Training-Free Music Style Transfer on Mel-spectrograms
by: Wang, Heehwan, et al.
Published: (2024)
by: Wang, Heehwan, 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)
Is Smaller Always Faster? Tradeoffs in Compressing Self-Supervised Speech Transformers
by: Lin, Tzu-Quan, et al.
Published: (2022)
by: Lin, Tzu-Quan, et al.
Published: (2022)
AV-Lip-Sync+: Leveraging AV-HuBERT to Exploit Multimodal Inconsistency for Deepfake Detection of Frontal Face Videos
by: Shahzad, Sahibzada Adil, et al.
Published: (2023)
by: Shahzad, Sahibzada Adil, et al.
Published: (2023)
Identifying Speaker Information in Feed-Forward Layers of Self-Supervised Speech Transformers
by: Lin, Tzu-Quan, et al.
Published: (2025)
by: Lin, Tzu-Quan, et al.
Published: (2025)
DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models
by: Lin, Tzu-Quan, et al.
Published: (2024)
by: Lin, Tzu-Quan, et al.
Published: (2024)
Clip-TTS: Contrastive Text-content and Mel-spectrogram, A High-Quality Text-to-Speech Method based on Contextual Semantic Understanding
by: Liu, Tianyun
Published: (2025)
by: Liu, Tianyun
Published: (2025)
HuBERT-VIC: Improving Noise-Robust Automatic Speech Recognition of Speech Foundation Model via Variance-Invariance-Covariance Regularization
by: Ahn, Hyebin, et al.
Published: (2025)
by: Ahn, Hyebin, et al.
Published: (2025)
Pseudo-Cepstrum: Pitch Modification for Mel-Based Neural Vocoders
by: Ellinas, Nikolaos, et al.
Published: (2025)
by: Ellinas, Nikolaos, et al.
Published: (2025)
MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
by: Zhu, Haina, et al.
Published: (2025)
by: Zhu, Haina, et al.
Published: (2025)
How Contrastive Decoding Enhances Large Audio Language Models?
by: Lin, Tzu-Quan, et al.
Published: (2026)
by: Lin, Tzu-Quan, et al.
Published: (2026)
BERT-LID: Leveraging BERT to Improve Spoken Language Identification
by: Nie, Yuting, et al.
Published: (2022)
by: Nie, Yuting, et al.
Published: (2022)
dMel: Speech Tokenization made Simple
by: Bai, Richard He, et al.
Published: (2024)
by: Bai, Richard He, et al.
Published: (2024)
Real-Time Streaming Mel Vocoding with Generative Flow Matching
by: Welker, Simon, et al.
Published: (2025)
by: Welker, Simon, et al.
Published: (2025)
Understanding Sounds, Missing the Questions: The Challenge of Object Hallucination in Large Audio-Language Models
by: Kuan, Chun-Yi, et al.
Published: (2024)
by: Kuan, Chun-Yi, et al.
Published: (2024)
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget
by: Liu, Andy T., et al.
Published: (2024)
by: Liu, Andy T., et al.
Published: (2024)
StreamMel: Real-Time Zero-shot Text-to-Speech via Interleaved Continuous Autoregressive Modeling
by: Wang, Hui, et al.
Published: (2025)
by: Wang, Hui, et al.
Published: (2025)
DMF2Mel: A Dynamic Multiscale Fusion Network for EEG-Driven Mel Spectrogram Reconstruction
by: Fan, Cunhang, et al.
Published: (2025)
by: Fan, Cunhang, et al.
Published: (2025)
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator
by: Bataev, Vladimir, et al.
Published: (2023)
by: Bataev, Vladimir, et al.
Published: (2023)
Mel-Refine: A Plug-and-Play Approach to Refine Mel-Spectrogram in Audio Generation
by: Guo, Hongming, et al.
Published: (2024)
by: Guo, Hongming, et al.
Published: (2024)
Mel-McNet: A Mel-Scale Framework for Online Multichannel Speech Enhancement
by: Yang, Yujie, et al.
Published: (2025)
by: Yang, Yujie, et al.
Published: (2025)
SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition
by: Hsu, Ming-Hao, et al.
Published: (2024)
by: Hsu, Ming-Hao, et al.
Published: (2024)
SSM2Mel: State Space Model to Reconstruct Mel Spectrogram from the EEG
by: Fan, Cunhang, et al.
Published: (2025)
by: Fan, Cunhang, et al.
Published: (2025)
AQUA-Bench: Beyond Finding Answers to Knowing When There Are None in Audio Question Answering
by: Kuan, Chun-Yi, et al.
Published: (2026)
by: Kuan, Chun-Yi, et al.
Published: (2026)
From Alignment to Advancement: Bootstrapping Audio-Language Alignment with Synthetic Data
by: Kuan, Chun-Yi, et al.
Published: (2025)
by: Kuan, Chun-Yi, et al.
Published: (2025)
Similar Items
-
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
by: Yoon, Ji Won, et al.
Published: (2022) -
mHuBERT-147: A Compact Multilingual HuBERT Model
by: Boito, Marcely Zanon, et al.
Published: (2024) -
Phonetic and Lexical Discovery of a Canine Language using HuBERT
by: Li, Xingyuan, et al.
Published: (2024) -
DiceHuBERT: Distilling HuBERT with a Self-Supervised Learning Objective
by: Chi, Hyung Gun, et al.
Published: (2025) -
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT
by: Komatsu, Ryota, et al.
Published: (2024)