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Speech Representation Learning

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Showing 26–50 of 131 papers

TitleStatusHype
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsCode1
Supervised Speech Representation Learning for Parkinson's Disease ClassificationCode1
Using Radio Archives for Low-Resource Speech Recognition: Towards an Intelligent Virtual Assistant for Illiterate UsersCode1
Fast Development of ASR in African Languages using Self Supervised Speech Representation LearningCode1
UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled DataCode1
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector QuantizationCode1
Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation LearningCode1
An Unsupervised Autoregressive Model for Speech Representation LearningCode1
Unsupervised speech representation learning using WaveNet autoencodersCode1
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
k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation LearningCode0
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
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
mHuBERT-147: A Compact Multilingual HuBERT ModelCode0
Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge—0
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
UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization—0
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