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Speech Representation Learning

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Showing 101–125 of 131 papers

TitleStatusHype
Self-supervised speech representation learning for keyword-spotting with light-weight transformers—0
UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization—0
Similarity Analysis of Self-Supervised Speech Representations—0
Simultaneous or Sequential Training? How Speech Representations Cooperate in a Multi-Task Self-Supervised Learning System—0
Universal Semantic Disentangled Privacy-preserving Speech Representation Learning—0
Spatial HuBERT: Self-supervised Spatial Speech Representation Learning for a Single Talker from Multi-channel Audio—0
Speech representation learning: Learning bidirectional encoders with single-view, multi-view, and multi-task methods—0
Speech Representation Learning Revisited: The Necessity of Separate Learnable Parameters and Robust Data Augmentation—0
Adversarially learning disentangled speech representations for robust multi-factor voice conversion—0
An empirical study on speech restoration guided by self supervised speech representation—0
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition—0
Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning—0
Application of Knowledge Distillation to Multi-task Speech Representation Learning—0
Are Music Foundation Models Better at Singing Voice Deepfake Detection? Far-Better Fuse them with Speech Foundation Models—0
ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems—0
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning—0
Characterizing the adversarial vulnerability of speech self-supervised learning—0
UniWav: Towards Unified Pre-training for Speech Representation Learning and Generation—0
A low latency attention module for streaming self-supervised speech representation learningCode0
Conditional independence for pretext task selection in Self-supervised speech representation learningCode0
mHuBERT-147: A Compact Multilingual HuBERT ModelCode0
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersCode0
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERTCode0
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation LearningCode0
MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation LearningCode0
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