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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training INTERSPEECH 2021
Siamese Network with wav2vec Feature for Spoofing Speech Detection INTERSPEECH 2021
An Improved Wav2Vec 2.0 Pre-Training Approach Using Enhanced Local Dependency Modeling for Speech Recognition INTERSPEECH 2021
Semantic Sentence Similarity: Size does not Always Matter INTERSPEECH 2021
Spoken Term Detection and Relevance Score Estimation Using Dot-Product of Pronunciation Embeddings INTERSPEECH 2021
Explore wav2vec 2.0 for Mispronunciation Detection INTERSPEECH 2021
A Study on Fine-Tuning wav2vec2.0 Model for the Task of Mispronunciation Detection and Diagnosis INTERSPEECH 2021
Speech Emotion Recognition via Multi-Level Cross-Modal Distillation INTERSPEECH 2021
Metric Learning Based Feature Representation with Gated Fusion Model for Speech Emotion Recognition INTERSPEECH 2021
Controllable Context-Aware Conversational Speech Synthesis INTERSPEECH 2021
Expressive Text-to-Speech Using Style Tag INTERSPEECH 2021
Intent Detection and Slot Filling for Vietnamese INTERSPEECH 2021
WittyKiddy: Multilingual Spoken Language Learning for Kids INTERSPEECH 2021
A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms JMLR 2021
A Probabilistic Interpretation of Self-Paced Learning with Applications to Reinforcement Learning JMLR 2021
Benchmarking Unsupervised Object Representations for Video Sequences JMLR 2021
DIG: A Turnkey Library for Diving into Graph Deep Learning Research JMLR 2021
Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders JMLR 2021
Learning-based State Reconstruction for a Scalar Hyperbolic PDE under noisy Lagrangian Sensing L4DC 2021
Self-Supervised Learning of Long-Horizon Manipulation Tasks with Finite-State Task Machines L4DC 2021
Physics-penalised Regularisation for Learning Dynamics Models with Contact L4DC 2021
Accelerated Concurrent Learning Algorithms via Data-Driven Hybrid Dynamics and Nonsmooth ODEs L4DC 2021
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021
Self-supervised Out-of-distribution Detection for Cardiac CMR Segmentation MIDL 2021
“Train one, Classify one, Teach one” - Cross-surgery transfer learning for surgical step recognition MIDL 2021