Mohammad Mehdi Homayounpour

According to our database1, Mohammad Mehdi Homayounpour authored at least 42 papers between 2004 and 2021.

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Bibliography

2021
Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection.
CoRR, 2021

TensSent: a tensor based sentimental word embedding method.
Appl. Intell., 2021

2020
Adaptive windows multiple deep residual networks for speech recognition.
Expert Syst. Appl., 2020

Tens-embedding: A Tensor-based document embedding method.
Expert Syst. Appl., 2020

2019
Robust feature extraction and uncertainty estimation based on attractor dynamics in cyclic deep denoising autoencoders.
Neural Comput. Appl., 2019

DBMiP: A pre-training method for information propagation over deep networks.
Comput. Speech Lang., 2019

2018
Monaural multi-talker speech recognition using factorial speech processing models.
Speech Commun., 2018

Nonparametrically trained PLDA for short duration <i>i</i>-vector speaker verification.
Comput. Speech Lang., 2018

Investigating the effect of phase reconstruction on the bandwidth extention on audio signal using DNNs.
Proceedings of the 9th International Symposium on Telecommunications, 2018

2017
Effective sparsity control in deep belief networks using normal regularization term.
Knowl. Inf. Syst., 2017

Dynamic sparsity control in Deep Belief Networks.
Intell. Data Anal., 2017

Erratum to: Modeling State-Conditional Observation Distribution Using Weighted Stereo Samples for Factorial Speech Processing Models.
Circuits Syst. Signal Process., 2017

Modeling State-Conditional Observation Distribution Using Weighted Stereo Samples for Factorial Speech Processing Models.
Circuits Syst. Signal Process., 2017

A PLDA approach for language and text independent speaker recognition.
Comput. Speech Lang., 2017

Neural Machine Translation on Scarce-Resource Condition: A case-study on Persian-English.
CoRR, 2017

Feature joint-state posterior estimation in factorial speech processing models using deep neural networks.
Comput. Electr. Eng., 2017

Nonparametrically Trained Probabilistic Linear Discriminant Analysis for i-Vector Speaker Verification.
Proceedings of the Interspeech 2017, 2017

2016
A PLDA Approach for Language and Text Independent Speaker Recognition.
Proceedings of the Odyssey 2016: The Speaker and Language Recognition Workshop, 2016

AUT System for SITW Speaker Recognition Challenge.
Proceedings of the Interspeech 2016, 2016

2015
Deep Belief Network Training Improvement Using Elite Samples Minimizing Free Energy.
Int. J. Pattern Recognit. Artif. Intell., 2015

Gender aware Deep Boltzmann Machines for phone recognition.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Normal sparse Deep Belief Network.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
A brief survey on deep belief networks and introducing a new object oriented MATLAB toolbox (DeeBNet).
CoRR, 2014

Linearly Constrained Minimum Variance for Robust I-vector Based Speaker Recognition.
Proceedings of the Odyssey 2014: The Speaker and Language Recognition Workshop, 2014

2011
Improving Farsi multiclass text classification using a thesaurus and two-stage feature selection.
J. Assoc. Inf. Sci. Technol., 2011

Audio-visual speaker identification using dynamic facial movements and utterance phonetic content.
Appl. Soft Comput., 2011

Using Thesaurus to Improve Multiclass Text Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2011

2010
A real-time trained system for robust speaker verification using relative space of anchor models.
Comput. Speech Lang., 2010

2009
Bernoulli versus Markov: Investigation of state transition regime in switching-state acoustic models.
Signal Process., 2009

2008
Word Sense Disambiguation of Farsi Homographs Using Thesaurus and Corpus.
Proceedings of the Advances in Natural Language Processing, 2008

Time-inhomogeneous hidden Bernoulli model: An alternative to hidden Markov model for automatic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

Robust weighted fuzzy c-means clustering.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
Features based on filtering and spectral peaks in autocorrelation domain for robust speech recognition.
Comput. Speech Lang., 2007

Consideration of correlation between noise and clean speech signals in autocorrelation-based robust speech recognition.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Mel sub-band filtering and compression for robust speech recognition.
Proceedings of the INTERSPEECH 2007, 2007

Improved Autocorrelation-based Noise robust speech recognition using kernel-based cross correlation and overestimation parameters.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Performance enhancement for audio-visual speaker identification using dynamic facial muscle model.
Medical Biol. Eng. Comput., 2006

Robust Feature Extraction of Speech Via Noise Reduction in Autocorrelation Domain.
Proceedings of the Multimedia Content Representation, 2006

Robust feature extraction based on spectral peaks of group delay and autocorrelation function and phase domain analysis.
Proceedings of the INTERSPEECH 2006, 2006

Use of Spectral Peaks in Autocorrelation and Group Delay Domains for Robust Speech Recognition.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Spectral peaks enhancement for extracting robust speech features.
Proceedings of the 14th European Signal Processing Conference, 2006

2004
Applying Continuous Action Reinforcement Learning Automata(CARLA) to Global Training of Hidden Markov Models.
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004


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