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Autoencoders

1,154 papers

Papers per year

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Papers

Aggregating Crowd Wisdom with Side Information via a Clustering-based Label-aware Autoencoder IJCAI 2020
Diffusion Variational Autoencoders IJCAI 2020
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling IJCAI 2020
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning IJCAI 2020
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model IJCAI 2020
Pattern-Based Music Generation with Wasserstein Autoencoders and PRC Descriptions IJCAI 2020
Speech Emotion Recognition ‘in the Wild’ Using an Autoencoder INTERSPEECH 2020
TTS Skins: Speaker Conversion via ASR INTERSPEECH 2020
Deep Learning Based Open Set Acoustic Scene Classification INTERSPEECH 2020
Prediction of Head Motion from Speech Waveforms with a Canonical-Correlation-Constrained Autoencoder INTERSPEECH 2020
Time-Domain Target-Speaker Speech Separation with Waveform-Based Speaker Embedding INTERSPEECH 2020
Complex-Valued Variational Autoencoder: A Novel Deep Generative Model for Direct Representation of Complex Spectra INTERSPEECH 2020
Low-Latency Single Channel Speech Dereverberation Using U-Net Convolutional Neural Networks INTERSPEECH 2020
Single-Channel Speech Enhancement by Subspace Affinity Minimization INTERSPEECH 2020
Improved Prosody from Learned F0 Codebook Representations for VQ-VAE Speech Waveform Reconstruction INTERSPEECH 2020
Automatic Detection of Phonological Errors in Child Speech Using Siamese Recurrent Autoencoder INTERSPEECH 2020
Speech Enhancement with Stochastic Temporal Convolutional Networks INTERSPEECH 2020
Autoencoder Bottleneck Features with Multi-Task Optimisation for Improved Continuous Dysarthric Speech Recognition INTERSPEECH 2020
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge INTERSPEECH 2020
Vector Quantized Temporally-Aware Correspondence Sparse Autoencoders for Zero-Resource Acoustic Unit Discovery INTERSPEECH 2020
Exploring TTS Without T Using Biologically/Psychologically Motivated Neural Network Modules (ZeroSpeech 2020) INTERSPEECH 2020
Unsupervised Acoustic Unit Representation Learning for Voice Conversion Using WaveNet Auto-Encoders INTERSPEECH 2020
Self-Expressing Autoencoders for Unsupervised Spoken Term Discovery INTERSPEECH 2020
Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms JMLR 2020
Cramer-Wold Auto-Encoder JMLR 2020