Afsaneh Asaei

According to our database, Afsaneh Asaei authored at least 43 papers between 2008 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

On quantifying the quality of acoustic models in hybrid DNN-HMM ASR.

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2020

2019

Low-rank and sparse subspace modeling of speech for DNN based acoustic modeling.

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2019

2018

Sparse Subspace Modeling for Query by Example Spoken Term Detection.

Dhananjay Ram, Afsaneh Asaei, Hervé Bourlard

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Cognitive Speech Coding: Examining the Impact of Cognitive Speech Processing on Speech Compression.

Milos Cernak, Afsaneh Asaei, Alexandre Hyafil

IEEE Signal Process. Mag., 2018

Phonetic subspace features for improved query by example spoken term detection.

Dhananjay Ram, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2018

Far-Field ASR Using Low-Rank and Sparse Soft Targets from Parallel Data.

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Phonological Posterior Hashing for Query by Example Spoken Term Detection.

Afsaneh Asaei, Dhananjay Ram, Hervé Bourlard

Proceedings of the Interspeech 2018, 2018

2017

Perceptual Information Loss due to Impaired Speech Production.

Afsaneh Asaei, Milos Cernak, Hervé Bourlard

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination.

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the Interspeech 2017, 2017

Low-rank and sparse soft targets to learn better DNN acoustic models.

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

TDOA Matrices: Algebraic Properties and Their Application to Robust Denoising With Missing Data.

José F. Velasco, Daniel Pizarro, Javier Macías Guarasa, Afsaneh Asaei

IEEE Trans. Signal Process., 2016

Binary Sparse Coding of Convolutive Mixtures for Sound Localization and Separation via Spatialization.

Afsaneh Asaei, Mohammad Javad Taghizadeh, Saeid Haghighatshoar, Bhiksha Raj, Hervé Bourlard, Volkan Cevher

IEEE Trans. Signal Process., 2016

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

Milos Cernak, Alexandros Lazaridis, Afsaneh Asaei, Philip N. Garner

IEEE ACM Trans. Audio Speech Lang. Process., 2016

Sparse modeling of neural network posterior probabilities for exemplar-based speech recognition.

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2016

On structured sparsity of phonological posteriors for linguistic parsing.

Milos Cernak, Afsaneh Asaei, Hervé Bourlard

Speech Commun., 2016

Computational methods for underdetermined convolutive speech localization and separation via model-based sparse component analysis.

Afsaneh Asaei, Hervé Bourlard, Mohammad Javad Taghizadeh, Volkan Cevher

Speech Commun., 2016

Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection.

Dhananjay Ram, Afsaneh Asaei, Hervé Bourlard

Proceedings of the Interspeech 2016, 2016

Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling.

Gil Luyet, Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

Proceedings of the Interspeech 2016, 2016

Sound Pattern Matching for Automatic Prosodic Event Detection.

Milos Cernak, Afsaneh Asaei, Pierre-Edouard Honnet, Philip N. Garner, Hervé Bourlard

Proceedings of the Interspeech 2016, 2016

Phonetic and Phonological Posterior Search Space Hashing Exploiting Class-Specific Sparsity Structures.

Afsaneh Asaei, Gil Luyet, Milos Cernak, Hervé Bourlard

Proceedings of the Interspeech 2016, 2016

Exploiting low-dimensional structures to enhance DNN based acoustic modeling in speech recognition.

Pranay Dighe, Gil Luyet, Afsaneh Asaei, Hervé Bourlard

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Ad hoc microphone array calibration: Euclidean distance matrix completion algorithm and theoretical guarantees.

Mohammad Javad Taghizadeh, Reza Parhizkar, Philip N. Garner, Hervé Bourlard, Afsaneh Asaei

Signal Process., 2015

Spatial Sound Localization via Multipath Euclidean Distance Matrix Recovery.

Mohammad Javad Taghizadeh, Afsaneh Asaei, Saeid Haghighatshoar, Philip N. Garner, Hervé Bourlard

IEEE J. Sel. Top. Signal Process., 2015

Sparse modeling of posterior exemplars for keyword detection.

Dhananjay Ram, Afsaneh Asaei, Pranay Dighe, Hervé Bourlard

Proceedings of the INTERSPEECH 2015, 2015

On compressibility of neural network phonological features for low bit rate speech coding.

Afsaneh Asaei, Milos Cernak, Hervé Bourlard

Proceedings of the INTERSPEECH 2015, 2015

Novel GCC-PHAT model in diffuse sound field for microphone array pairwise distance based calibration.

José F. Velasco, Mohammad Javad Taghizadeh, Afsaneh Asaei, Hervé Bourlard, Carlos Julian Martín-Arguedas, Javier Macías Guarasa, Daniel Pizarro

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Robust microphone placement for source localization from noisy distance measurements.

Mohammad Javad Taghizadeh, Saeid Haghighatshoar, Afsaneh Asaei, Philip N. Garner, Hervé Bourlard

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

On application of non-negative matrix factorization for ad hoc microphone array calibration from incomplete noisy distances.

Afsaneh Asaei, Nasser Mohammadiha, Mohammad Javad Taghizadeh, Simon Doclo, Hervé Bourlard

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Structured Sparsity Models for Reverberant Speech Separation.

Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard, Volkan Cevher

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Convexity in Source Separation : Models, geometry, and algorithms.

Michael B. McCoy, Volkan Cevher, Quoc Tran-Dinh, Afsaneh Asaei, Luca Baldassarre

IEEE Signal Process. Mag., 2014

Posterior-based sparse representation for automatic speech recognition.

Sara Bahaadini, Afsaneh Asaei, David Imseng, Hervé Bourlard

Proceedings of the INTERSPEECH 2014, 2014

Model-based sparse component analysis for reverberant speech localization.

Afsaneh Asaei, Hervé Bourlard, Mohammad Javad Taghizadeh, Volkan Cevher

Proceedings of the IEEE International Conference on Acoustics, 2014

Ad-hoc microphone array calibration from partial distance measurements.

Mohammad Javad Taghizadeh, Afsaneh Asaei, Philip N. Garner, Hervé Bourlard

Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

2013

Manifold sparse beamforming.

Baran Gozcu, Afsaneh Asaei, Volkan Cevher

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Structured Sparsity Models for Multiparty Speech Recovery from Reverberant Recordings

Afsaneh Asaei, Mohammad Golbabaee, Hervé Bourlard, Volkan Cevher

CoRR, 2012

Structured sparse coding for microphone array location calibration.

Afsaneh Asaei, Bhiksha Raj, Hervé Bourlard, Volkan Cevher

Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2012

Computational methods for structured sparse component analysis of convolutive speech mixtures.

Afsaneh Asaei, Michael E. Davies, Hervé Bourlard, Volkan Cevher

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Multi-Party Speech Recovery Exploiting Structured Sparsity Models.

Afsaneh Asaei, Mohammad Javad Taghizadeh, Hervé Bourlard, Volkan Cevher

Proceedings of the INTERSPEECH 2011, 2011

Model-based compressive sensing for multi-party distant speech recognition.

Afsaneh Asaei, Hervé Bourlard, Volkan Cevher

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Sparse component analysis for speech recognition in multi-speaker environment.

Afsaneh Asaei, Hervé Bourlard, Philip N. Garner

Proceedings of the INTERSPEECH 2010, 2010

Analysis of phone posterior feature space exploiting class-specific sparsity and MLP-based similarity measure.

Afsaneh Asaei, Benjamin Picart, Hervé Bourlard

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Verified speaker localization utilizing voicing level in split-bands.

Afsaneh Asaei, Mohammad Javad Taghizadeh, Marjan Bahrololum, Mohammed Ghanbari

Signal Process., 2009

2008

Far-field continuous speech recognition system based on speaker Localization and sub-band Beamforming.

Afsaneh Asaei, Mohammad Javad Taghizadeh, Hossein Sameti

Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008