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Representation Learning

20,822 papers

Papers per year

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2011
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Papers

Variational Autoencoders for Learning Latent Representations of Speech Emotion: A Preliminary Study INTERSPEECH 2018
Phoneme-to-Articulatory Mapping Using Bidirectional Gated RNN INTERSPEECH 2018
Articulatory and Stacked Bottleneck Features for Low Resource Speech Recognition INTERSPEECH 2018
Adversarial Feature-Mapping for Speech Enhancement INTERSPEECH 2018
Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition INTERSPEECH 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Early Detection of Continuous and Partial Audio Events Using CNN INTERSPEECH 2018
Robust Acoustic Event Classification Using Bag-of-Visual-Words INTERSPEECH 2018
Active Memory Networks for Language Modeling INTERSPEECH 2018
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks INTERSPEECH 2018
Learning Conditional Acoustic Latent Representation with Gender and Age Attributes for Automatic Pain Level Recognition INTERSPEECH 2018
Speaker and Language Recognition -- From Laboratory Technologies to the Wild INTERSPEECH 2018
Robust Spoken Language Understanding via Paraphrasing INTERSPEECH 2018
Deep Speech Denoising with Vector Space Projections INTERSPEECH 2018
A Shifted Delta Coefficient Objective for Monaural Speech Separation Using Multi-task Learning INTERSPEECH 2018
A Two-Stage Approach to Noisy Cochannel Speech Separation with Gated Residual Networks INTERSPEECH 2018
Multi-frame Quantization of LSF Parameters Using a Deep Autoencoder and Pyramid Vector Quantizer INTERSPEECH 2018
Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification INTERSPEECH 2018
I-vector Transformation Using Conditional Generative Adversarial Networks for Short Utterance Speaker Verification INTERSPEECH 2018
Speech Emotion Recognition from Variable-Length Inputs with Triplet Loss Function INTERSPEECH 2018
Knowledge Distillation for Sequence Model INTERSPEECH 2018
Completely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings INTERSPEECH 2018
HyperTools: a Python Toolbox for Gaining Geometric Insights into High-Dimensional Data JMLR 2018
Cost-Sensitive Learning with Noisy Labels JMLR 2018
A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning JMLR 2018