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Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

Speaker- and Phone-aware Convolutional Transformer Network for Acoustic Echo Cancellation INTERSPEECH 2022
Deep Translation Prior: Test-Time Training for Photorealistic Style Transfer AAAI 2022
MODNet: Real-Time Trimap-Free Portrait Matting via Objective Decomposition AAAI 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation INTERSPEECH 2022
Uncertainty-Driven Dehazing Network AAAI 2022
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions AAAI 2022
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition AAAI 2022
InsCLR: Improving Instance Retrieval with Self-Supervision AAAI 2022
Speech Sequence Embeddings using Nearest Neighbors Contrastive Learning INTERSPEECH 2022
Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals INTERSPEECH 2022
A Random CNN Sees Objects: One Inductive Bias of CNN and Its Applications AAAI 2022
Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation INTERSPEECH 2022
SVTS: Scalable Video-to-Speech Synthesis INTERSPEECH 2022
RCT: Random consistency training for semi-supervised sound event detection INTERSPEECH 2022
Leveraging Pseudo-labeled Data to Improve Direct Speech-to-Speech Translation INTERSPEECH 2022
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification INTERSPEECH 2022
Pseudo Label Is Better Than Human Label INTERSPEECH 2022
Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning INTERSPEECH 2022
Probing phoneme, language and speaker information in unsupervised speech representations INTERSPEECH 2022
Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches INTERSPEECH 2022
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models INTERSPEECH 2022
Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection INTERSPEECH 2022
Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy INTERSPEECH 2022
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition INTERSPEECH 2022
Learning neural audio features without supervision INTERSPEECH 2022