Afsaneh Asaei

Technical University of Munich — Germany

Computer Science · Physical Sciences

16h-index727citations71works0.02yr avg
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Research Topics

Speech and Audio Processing(55), Speech Recognition and Synthesis(36), Music and Audio Processing(24), Advanced Adaptive Filtering Techniques(14), Blind Source Separation Techniques(13)

Publications71 total

Voice Analysis to Differentiate the Dopaminergic Response in People With Parkinson's Disease
Frontiers in Human Neuroscience·2021· 16 citedOpen Access
On quantifying the quality of acoustic models in hybrid DNN-HMM ASR
Speech Communication·2020· 5 citedOpen Access
Low-rank and sparse subspace modeling of speech for DNN based acoustic modeling
Speech Communication·2019· 3 citedOpen Access
Far-Field ASR Using Low-Rank and Sparse Soft Targets from Parallel Data
2018· 2 citedOpen Access
Phonological Posterior Hashing for Query by Example Spoken Term Detection
2018· 5 citedOpen Access
Phonetic subspace features for improved query by example spoken term detection
Speech Communication·2018· 8 citedOpen Access
Table of Contents
IEEE Signal Processing Magazine·2018Open Access
Cognitive Speech Coding: Examining the Impact of Cognitive Speech Processing on Speech Compression
IEEE Signal Processing Magazine·2018· 20 citedOpen Access
Sparse Subspace Modeling for Query by Example Spoken Term Detection
IEEE/ACM Transactions on Audio Speech and Language Processing·2018· 23 citedOpen Access
Information Theoretic Analysis of DNN-HMM Acoustic Modeling
arXiv (Cornell University)·2017Open Access
Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination
2017· 3 citedOpen Access
Perceptual Information Loss due to Impaired Speech Production
IEEE/ACM Transactions on Audio Speech and Language Processing·2017· 19 citedOpen Access
Low-rank and sparse soft targets to learn better DNN acoustic models
2017· 7 citedOpen Access
Subspace Regularized Dynamic Time Warping for Spoken Query Detection
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2017· 6 citedOpen Access
Sparse Pronunciation Codes for Perceptual Phonetic Information Assessment
Infoscience (Ecole Polytechnique Fédérale de Lausanne)·2017Open Access
PAoS Markers: Trajectory Analysis of Selective Phonological Posteriors for Assessment of Progressive Apraxia of Speech
2016· 3 cited
On structured sparsity of phonological posteriors for linguistic parsing
Speech Communication·2016· 14 citedOpen Access
Composition of Deep and Spiking Neural Networks for Very Low Bit Rate Speech Coding
IEEE/ACM Transactions on Audio Speech and Language Processing·2016· 30 citedOpen Access
Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling
2016· 4 cited
Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection
2016· 13 citedOpen Access
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Frequent Co-authors

Hervé Bourlard(40), Mohammad J. Taghizadeh(13), Miloš Cerňak(10), Pranay Dighe(10), Volkan Cevher(9), Philip N. Garner(9), Dhananjay Ram(6), Gil Luyet(4), Saeid Haghighatshoar(3), Mohammad Golbabaee(2), Jose Velasco(2), Daniel Pizarro(2), Javier Macías-Guarasa(2), Reza Parhizkar(2), Alexandre Hyafil(2), Benjamin Picart(2), Michael B. McCoy(1), Quoc Tran Dinh(1), Luca Baldassarre(1), Hamid Reza Abutalebi(1)