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Speech Representation Learning

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Showing 101–131 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
k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation LearningCode0
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
Sampling strategies in Siamese Networks for unsupervised speech representation learningCode0
Deep Neural Convolutive Matrix Factorization for Articulatory Representation DecompositionCode0
PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech RepresentationsCode0
A multimodal dynamical variational autoencoder for audiovisual speech representation learningCode0
Pretext Tasks selection for multitask self-supervised speech representation learningCode0
An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task LearningCode0
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
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