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Speech Representation Learning

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Showing 76–100 of 131 papers

TitleStatusHype
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERTCode1
Robust Speaker Recognition with Transformers Using wav2vec 2.0—0
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation—0
XTREME-S: Evaluating Cross-lingual Speech Representations—0
A^3T: Alignment-Aware Acoustic and Text Pretraining for Speech Synthesis and EditingCode1
Privacy-Preserving Speech Representation Learning using Vector Quantization—0
Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks—0
A Brief Overview of Unsupervised Neural Speech Representation Learning—0
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition—0
A Deep Paradigm for Articulatory Speech Representation Learning via Neural Convolutive Sparse Matrix Factorization—0
Robust Self-Supervised Audio-Visual Speech RecognitionCode2
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster PredictionCode2
Robust Speech Representation Learning via Flow-based Embedding Regularization—0
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleCode1
Characterizing the adversarial vulnerability of speech self-supervised learning—0
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction—0
Speech Representation Learning Through Self-supervised Pretraining And Multi-task Finetuning—0
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks—0
UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-TrainingCode1
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERTCode0
W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-TrainingCode3
An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning—0
Pretext Tasks selection for multitask self-supervised speech representation learningCode0
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsCode1
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition—0
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