5 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.SD2017
Information Theoretic Analysis of DNN-HMM Acoustic Modeling
Pranay Dighe, Afsaneh Asaei, Hervé Bourlard
We propose an information theoretic framework for quantitative assessment of acoustic modeling for hidden Markov model (HMM) based automatic speech recognition (ASR). Acoustic mode…
math.OC2015★ 2 cited
A New Identity for the Least-square Solution of Overdetermined Set of Linear Equations
Saeid Haghighatshoar, Mohammad J. Taghizadeh, Afsaneh Asaei
In this paper, we prove a new identity for the least-square solution of an over-determined set of linear equation , where is an full-rank matrix, is a col…
cs.LG2012★ 5 cited
Structured Sparsity Models for Multiparty Speech Recovery from Reverberant Recordings
Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard +1
We tackle the multi-party speech recovery problem through modeling the acoustic of the reverberant chambers. Our approach exploits structured sparsity models to perform room modeli…