Afsaneh Asaei | DeepAI

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Featured Co-authors

Milos Cernak
24 publications
Pranay Dighe
11 publications
Philip N. Garner
11 publications
Herve Bourlard
10 publications
Alexandros Lazaridis
4 publications
Gil Luyet
1 publication

∙ 08/29/2017

Information Theoretic Analysis of DNN-HMM Acoustic Modeling

We propose an information theoretic framework for quantitative assessmen...

0 Pranay Dighe, et al. ∙

∙ 10/18/2016

Low-rank and Sparse Soft Targets to Learn Better DNN Acoustic Models

Conventional deep neural networks (DNN) for speech acoustic modeling rel...

0 Pranay Dighe, et al. ∙

∙ 04/15/2016

Composition of Deep and Spiking Neural Networks for Very Low Bit Rate Speech Coding

Most current very low bit rate (VLBR) speech coding systems use hidden M...

0 Milos Cernak, et al. ∙

∙ 01/22/2016

Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition

We propose to model the acoustic space of deep neural network (DNN) clas...

0 Pranay Dighe, et al. ∙

∙ 01/21/2016

On Structured Sparsity of Phonological Posteriors for Linguistic Parsing

The speech signal conveys information on different time scales from shor...

0 Milos Cernak, et al. ∙

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