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Speech Representation Learning

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Showing 1–25 of 131 papers

TitleStatusHype
HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition—0
DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation—0
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning—0
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation—0
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech RepresentationCode1
k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation LearningCode0
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation LearningCode1
JOOCI: a Framework for Learning Comprehensive Speech Representations—0
Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models—0
Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERTCode1
Progressive Residual Extraction based Pre-training for Speech Representation Learning—0
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation—0
Towards the Next Frontier in Speech Representation Learning Using Disentanglement—0
Towards Robust Speech Representation Learning for Thousands of Languages—0
Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge—0
mHuBERT-147: A Compact Multilingual HuBERT ModelCode0
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception—0
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task LearningCode0
The Effect of Batch Size on Contrastive Self-Supervised Speech Representation LearningCode1
UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization—0
Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective—0
Efficiency-oriented approaches for self-supervised speech representation learning—0
Reimagining Speech: A Scoping Review of Deep Learning-Powered Voice Conversion—0
Learning Disentangled Speech Representations—0
Privacy-preserving Representation Learning for Speech Understanding—0
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