conftrace_
← Core Methods
Machine Learning › Core Methods ›

Representation Learning

20,822 papers

Papers per year

2
9
101
309
2011
2283
'00
'05
'10
'15
'20
'25

Papers

Feature Representation of Pathophysiology of Parkinsonian Dysarthria INTERSPEECH 2019
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia INTERSPEECH 2019
Feature Space Visualization with Spatial Similarity Maps for Pathological Speech Data INTERSPEECH 2019
The Influence of Distraction on Speech Processing: How Selective is Selective Attention? INTERSPEECH 2019
Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric INTERSPEECH 2019
Speaker-Aware Deep Denoising Autoencoder with Embedded Speaker Identity for Speech Enhancement INTERSPEECH 2019
Target Speaker Recovery and Recognition Network with Average x-Vector and Global Training INTERSPEECH 2019
Front-End Feature Compensation and Denoising for Noise Robust Speech Emotion Recognition INTERSPEECH 2019
Deep Learning for Orca Call Type Identification — A Fully Unsupervised Approach INTERSPEECH 2019
Unsupervised Raw Waveform Representation Learning for ASR INTERSPEECH 2019
Feature Exploration for Almost Zero-Resource ASR-Free Keyword Spotting Using a Multilingual Bottleneck Extractor and Correspondence Autoencoders INTERSPEECH 2019
On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters INTERSPEECH 2019
Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation INTERSPEECH 2019
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection INTERSPEECH 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
Spatio-Temporal Attention Pooling for Audio Scene Classification INTERSPEECH 2019
Multi-Scale Time-Frequency Attention for Acoustic Event Detection INTERSPEECH 2019
Parameter-Transfer Learning for Low-Resource Individualization of Head-Related Transfer Functions INTERSPEECH 2019
Direct Modelling of Speech Emotion from Raw Speech INTERSPEECH 2019
Using the Bag-of-Audio-Word Feature Representation of ASR DNN Posteriors for Paralinguistic Classification INTERSPEECH 2019
Disentangling Style Factors from Speaker Representations INTERSPEECH 2019
Rescoring Keyword Search Confidence Estimates with Graph-Based Re-Ranking Using Acoustic Word Embeddings INTERSPEECH 2019
Prosodic Phrase Alignment for Machine Dubbing INTERSPEECH 2019
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search INTERSPEECH 2019
Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions INTERSPEECH 2019