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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning INTERSPEECH 2022
Self-supervised speech unit discovery from articulatory and acoustic features using VQ-VAE INTERSPEECH 2022
Orofacial somatosensory inputs in speech perceptual training modulate speech production INTERSPEECH 2022
Fine-grained Noise Control for Multispeaker Speech Synthesis INTERSPEECH 2022
Distance-Based Sound Separation INTERSPEECH 2022
Improving Visual Speech Enhancement Network by Learning Audio-visual Affinity with Multi-head Attention INTERSPEECH 2022
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training INTERSPEECH 2022
Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks INTERSPEECH 2022
Contextual Acoustic Barge-In Classification for Spoken Dialog Systems INTERSPEECH 2022
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition INTERSPEECH 2022
Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy INTERSPEECH 2022
Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks INTERSPEECH 2022
Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches INTERSPEECH 2022
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement INTERSPEECH 2022
On joint training with interfaces for spoken language understanding INTERSPEECH 2022
A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems INTERSPEECH 2022
Improving Language Identification of Accented Speech INTERSPEECH 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning INTERSPEECH 2022
Pseudo Label Is Better Than Human Label INTERSPEECH 2022
Deep speaker embedding with frame-constrained training strategy for speaker verification INTERSPEECH 2022
Uncertainty Calibration for Deep Audio Classifiers INTERSPEECH 2022
VQTTS: High-Fidelity Text-to-Speech Synthesis with Self-Supervised VQ Acoustic Feature INTERSPEECH 2022
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT INTERSPEECH 2022
SVTS: Scalable Video-to-Speech Synthesis INTERSPEECH 2022
Word-wise Sparse Attention for Multimodal Sentiment Analysis INTERSPEECH 2022