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Speech Representation Learning

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Showing 101–131 of 131 papers

TitleStatusHype
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
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERTCode0
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
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition—0
Conditional independence for pretext task selection in Self-supervised speech representation learningCode0
Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks—0
Wav2vec-C: A Self-supervised Model for Speech Representation Learning—0
ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems—0
General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework—0
Adversarially learning disentangled speech representations for robust multi-factor voice conversion—0
Exploring wav2vec 2.0 on speaker verification and language identification—0
A Comparison of Discrete Latent Variable Models for Speech Representation Learning—0
Similarity Analysis of Self-Supervised Speech Representations—0
Self-supervised Contrastive Video-Speech Representation Learning for Ultrasound—0
Input-independent Attention Weights Are Expressive Enough: A Study of Attention in Self-supervised Audio Transformers—0
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning—0
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning—0
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?—0
Learning Robust and Multilingual Speech Representations—0
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends—0
Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning—0
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersCode0
Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks—0
Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling—0
Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation—0
Towards Learning Fine-Grained Disentangled Representations from Speech—0
Sampling strategies in Siamese Networks for unsupervised speech representation learningCode0
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