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

Multi-View Masked World Models for Visual Robotic Manipulation ICML 2023

MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior ICML 2023

On the Power of Foundation Models ICML 2023

Half-Hop: A graph upsampling approach for slowing down message passing ICML 2023

MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets INTERSPEECH 2023

Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model INTERSPEECH 2023

LABERT: A Combination of Local Aggregation and Self-Supervised Speech Representation Learning for Detecting Informative Hidden Units in Low-Resource ASR Systems INTERSPEECH 2023

Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio INTERSPEECH 2023

Classifying depression symptom severity: Assessment of speech representations in personalized and generalized machine learning models. INTERSPEECH 2023

On the Benefits of Self-supervised Learned Speech Representations for Predicting Human Phonetic Misperceptions INTERSPEECH 2023

An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech INTERSPEECH 2023

CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning INTERSPEECH 2023

An Equitable Framework for Automatically Assessing Children's Oral Narrative Language Abilities INTERSPEECH 2023

Curriculum Learning for Self-supervised Speaker Verification INTERSPEECH 2023

Exploring multi-task learning and data augmentation in dementia detection with self-supervised pretrained models INTERSPEECH 2023

Label Aware Speech Representation Learning For Language Identification INTERSPEECH 2023

Speech Synthesis with Self-Supervisedly Learnt Prosodic Representations INTERSPEECH 2023

Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages INTERSPEECH 2023

Semantic Enrichment Towards Efficient Speech Representations INTERSPEECH 2023

A Low-Resource Pipeline for Text-to-Speech from Found Data With Application to Scottish Gaelic INTERSPEECH 2023

Probing Self-supervised Speech Models for Phonetic and Phonemic Information: A Case Study in Aspiration INTERSPEECH 2023

Segmental SpeechCLIP: Utilizing Pretrained Image-text Models for Audio-Visual Learning INTERSPEECH 2023

Exploration on HuBERT with Multiple Resolution INTERSPEECH 2023

BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models INTERSPEECH 2023

Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling INTERSPEECH 2023