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Representation Learning

2843 directly classified papers

Papers per year

Papers

Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG INTERSPEECH 2023
I Learned Error, I Can Fix It! : A Detector-Corrector Structure for ASR Error Calibration INTERSPEECH 2023
Privacy-preserving Representation Learning for Speech Understanding INTERSPEECH 2023
CoBERT: Self-Supervised Speech Representation Learning Through Code Representation Learning INTERSPEECH 2023
Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering INTERSPEECH 2023
SEF-Net: Speaker Embedding Free Target Speaker Extraction Network INTERSPEECH 2023
Measuring Language Development From Child-centered Recordings INTERSPEECH 2023
Investigating the cortical tracking of speech and music with sung speech INTERSPEECH 2023
Label Aware Speech Representation Learning For Language Identification INTERSPEECH 2023
Robust Feature Decoupling in Voice Conversion by Using Locality-Based Instance Normalization INTERSPEECH 2023
SASPEECH: A Hebrew Single Speaker Dataset for Text To Speech and Voice Conversion INTERSPEECH 2023
The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023
Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract) AAAI 2023
Internal Robust Representations for Domain Generalization AAAI 2023
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract) AAAI 2023
Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023
Don’t Be So Sure! Boosting ASR Decoding via Confidence Relaxation AAAI 2023
Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training AAAI 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
Towards Robust Metrics for Concept Representation Evaluation AAAI 2023
Multi-Level Confidence Learning for Trustworthy Multimodal Classification AAAI 2023
Principled Offline RL in the Presence of Rich Exogenous Information ICML 2023
Unveiling the Latent Space Geometry of Push-Forward Generative Models ICML 2023
Progressive Deep Multi-View Comprehensive Representation Learning AAAI 2023
Contrastive Open Set Recognition AAAI 2023