self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

Neural Compression Augmentation for Contrastive Audio Representation Learning INTERSPEECH 2024

Linear-Complexity Self-Supervised Learning for Speech Processing INTERSPEECH 2024

SingOMD: Singing Oriented Multi-resolution Discrete Representation Construction from Speech Models INTERSPEECH 2024

Unified Audio Visual Cues for Target Speaker Extraction INTERSPEECH 2024

Annotation-Free Audio-Visual Segmentation WACV 2024

Exploring Self-Supervised Speech Representations for Cross-lingual Acoustic-to-Articulatory Inversion INTERSPEECH 2024

Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models INTERSPEECH 2024

Weakly-Supervised Representation Learning for Video Alignment and Analysis WACV 2024

An Effective Local Prototypical Mapping Network for Speech Emotion Recognition INTERSPEECH 2024

Self-Supervised Embeddings for Detecting Individual Symptoms of Depression INTERSPEECH 2024

Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models INTERSPEECH 2024

TokSing: Singing Voice Synthesis based on Discrete Tokens INTERSPEECH 2024

NCIS: Neural Contextual Iterative Smoothing for Purifying Adversarial Perturbations WACV 2024

ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models INTERSPEECH 2024

Masked Pre-training Enables Universal Zero-shot Denoiser NIPS 2024

Word-level Text Markup for Prosody Control in Speech Synthesis INTERSPEECH 2024

Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024

Orthogonality and isotropy of speaker and phonetic information in self-supervised speech representations INTERSPEECH 2024

Exploring Self-Supervised Multi-view Contrastive Learning for Speech Emotion Recognition with Limited Annotations INTERSPEECH 2024

Self-Supervised Learning with Multi-Head Multi-Mode Knowledge Distillation for Speaker Verification INTERSPEECH 2024

Few-Shot Keyword Spotting from Mixed Speech INTERSPEECH 2024

Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection from Speech in Real-World Operative Conditions INTERSPEECH 2024

From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024

Refining Self-supervised Learnt Speech Representation using Brain Activations INTERSPEECH 2024

Dual Lagrangian Learning for Conic Optimization NIPS 2024