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Speech Representation Learning

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Showing 51–75 of 131 papers

TitleStatusHype
Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information—0
Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction—0
Improving Speech Representation Learning via Speech-level and Phoneme-level Masking Approach—0
Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement—0
Improving Unsupervised Subword Modeling via Disentangled Speech Representation Learning and Transformation—0
INTapt: Information-Theoretic Adversarial Prompt Tuning for Enhanced Non-Native Speech Recognition—0
JOOCI: a Framework for Learning Comprehensive Speech Representations—0
k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning—0
Label Aware Speech Representation Learning For Language Identification—0
Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks—0
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning—0
Learning Cross-lingual Visual Speech Representations—0
Learning Disentangled Speech Representations—0
Learning Robust and Multilingual Speech Representations—0
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation—0
Towards the Next Frontier in Speech Representation Learning Using Disentanglement—0
Combining Adversarial Training and Disentangled Speech Representation for Robust Zero-Resource Subword Modeling—0
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks—0
An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning—0
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning—0
Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks—0
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception—0
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends—0
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation Learning—0
Disentangled Feature Learning for Real-Time Neural Speech Coding—0
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