Mostafa Sadeghi | DeepAI

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∙ 08/17/2020

Deep Variational Generative Models for Audio-visual Speech Separation

In this paper, we are interested in audio-visual speech separation given...

0 Viet-Nhat Nguyen, et al. ∙

∙ 04/14/2020

Unsupervised Performance Analysis of 3D Face Alignment

We address the problem of analyzing the performance of 3D face alignment...

0 Mostafa Sadeghi, et al. ∙

∙ 12/23/2019

Mixture of Inference Networks for VAE-based Audio-visual Speech Enhancement

In this paper, we are interested in unsupervised speech enhancement usin...

0 Mostafa Sadeghi, et al. ∙

∙ 11/10/2019

Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders

Recently, an audio-visual speech generative model based on variational a...

0 Mostafa Sadeghi, et al. ∙

∙ 08/07/2019

Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoder

Variational auto-encoders (VAEs) are deep generative latent variable mod...

0 Mostafa Sadeghi, et al. ∙

∙ 05/17/2019

SSFN: Self Size-estimating Feed-forward Network and Low Complexity Design

We design a self size-estimating feed-forward network (SSFN) using a joi...

0 Saikat Chatterjee, et al. ∙

∙ 10/23/2017

Progressive Learning for Systematic Design of Large Neural Networks

We develop an algorithm for systematic design of a large artificial neur...

0 Saikat Chatterjee, et al. ∙

∙ 01/06/2015

A Study on Clustering for Clustering Based Image De-Noising

In this paper, the problem of de-noising of an image contaminated with A...

0 Hossein Bakhshi Golestani, et al. ∙

∙ 07/29/2013

Union of Low-Rank Subspaces Detector

The problem of signal detection using a flexible and general model is co...

0 Mohsen Joneidi, et al. ∙

∙ 06/12/2013

Optimization of Clustering for Clustering-based Image Denoising

In this paper, the problem of de-noising of an image contaminated with a...

0 Mohsen Joneidi, et al. ∙

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