conftrace_

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

What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model INTERSPEECH 2023

Fast and Efficient Multilingual Self-Supervised Pre-training for Low-Resource Speech Recognition INTERSPEECH 2023

Leveraging Pretrained ASR Encoders for Effective and Efficient End-to-End Speech Intent Classification and Slot Filling INTERSPEECH 2023

Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters INTERSPEECH 2023

Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition INTERSPEECH 2023

Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism INTERSPEECH 2023

Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition INTERSPEECH 2023

Domain Adaptive Self-supervised Training of Automatic Speech Recognition INTERSPEECH 2023

Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? INTERSPEECH 2023

On the Robustness of Arabic Speech Dialect Identification INTERSPEECH 2023

UniSplice: Universal Cross-Lingual Data Splicing for Low-Resource ASR INTERSPEECH 2023

DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model INTERSPEECH 2023

Evaluating context-invariance in unsupervised speech representations INTERSPEECH 2023

Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data INTERSPEECH 2023

SOT: Self-supervised Learning-Assisted Optimal Transport for Unsupervised Adaptive Speech Emotion Recognition INTERSPEECH 2023

Show & Tell: Voice Activity Projection and Turn-taking INTERSPEECH 2023

Using Semi-supervised Learning for Monaural Time-domain Speech Separation with a Self-supervised Learning-based SI-SNR Estimator INTERSPEECH 2023

Diverse Feature Mapping and Fusion via Multitask Learning for Multilingual Speech Emotion Recognition INTERSPEECH 2023

Wave to Syntax: Probing spoken language models for syntax INTERSPEECH 2023

UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data INTERSPEECH 2023

Discovering COVID-19 Coughing and Breathing Patterns from Unlabeled Data Using Contrastive Learning with Varying Pre-Training Domains INTERSPEECH 2023

Parallel Neurosymbolic Integration with Concordia ICML 2023

Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization ICML 2023

Contrastive Learning Meets Homophily: Two Birds with One Stone ICML 2023

Internet Explorer: Targeted Representation Learning on the Open Web ICML 2023