conftrace_

self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Spectral Augmentation for Self-Supervised Learning on Graphs ICLR 2023

Some Voices are Too Common: Building Fair Speech Recognition Systems Using the CommonVoice Dataset INTERSPEECH 2023

Barlow Graph Auto-Encoder for Unsupervised Network Embedding AISTATS 2023

Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023

Improving Adaptive Conformal Prediction Using Self-Supervised Learning AISTATS 2023

Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification INTERSPEECH 2023

MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for speech recognition INTERSPEECH 2023

Biased Self-supervised Learning for ASR INTERSPEECH 2023

A Unified Recognition and Correction Model under Noisy and Accent Speech Conditions INTERSPEECH 2023

wav2vec 2.0 ASR for Cantonese-Speaking Older Adults in a Clinical Setting INTERSPEECH 2023

The MALACH Corpus: Results with End-to-End Architectures and Pretraining INTERSPEECH 2023

Adaptation of Whisper models to child speech recognition INTERSPEECH 2023

A conformer-based classifier for variable-length utterance processing in anti-spoofing INTERSPEECH 2023

What do self-supervised speech representations encode? An analysis of languages, varieties, speaking styles and speakers INTERSPEECH 2023

The Power of Contrast for Feature Learning: A Theoretical Analysis JMLR 2023

UMSE: Unified Multi-scenario Summarization Evaluation ACL 2023

Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023

Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling ACL 2023

Fine-grained Text Style Transfer with Diffusion-Based Language Models ACL 2023

Mixed Orthographic/Phonemic Language Modeling: Beyond Orthographically Restricted Transformers (BORT) ACL 2023

ML-SUPERB: Multilingual Speech Universal PERformance Benchmark INTERSPEECH 2023

OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition INTERSPEECH 2023

Language-Universal Phonetic Representation in Multilingual Speech Pretraining for Low-Resource Speech Recognition INTERSPEECH 2023

Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning INTERSPEECH 2023

An Efficient and Noise-Robust Audiovisual Encoder for Audiovisual Speech Recognition INTERSPEECH 2023