Mohammad Mehdi Homayounpour

Orcid: 0000-0002-2379-4427

According to our database1, Mohammad Mehdi Homayounpour authored at least 63 papers between 1993 and 2024.

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Bibliography

2024
Reservoir consisting of diverse dynamical behaviors and its application in time series classification.
Int. J. Data Sci. Anal., January, 2024

2023
LenM: Improving Low-Resource Neural Machine Translation Using Target Length Modeling.
Neural Process. Lett., December, 2023

Layer-wise regularized adversarial training using layers sustainability analysis framework.
Neurocomputing, July, 2023

Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection.
Circuits Syst. Signal Process., July, 2023

The impact of preprocessing on word embedding quality: a comparative study.
Lang. Resour. Evaluation, March, 2023

Explaining Recommendation System Using Counterfactual Textual Explanations.
CoRR, 2023

2022
Reservoir weights learning based on adaptive dynamic programming and its application in time series classification.
Neural Comput. Appl., 2022

Layer-wise Regularized Adversarial Training using Layers Sustainability Analysis (LSA) framework.
CoRR, 2022

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 18th Annual Conference of the International Speech Communication Association, 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 17th Annual Conference of the International Speech Communication Association, 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

2013
A unified framework for domain independent online speaker indexing in eigen-voice space using an index tree of reference models.
Int. J. Speech Technol., 2013

2012
A review on speaker diarization systems and approaches.
Speech Commun., 2012

Variational conditional random fields for online speaker detection and tracking.
Speech Commun., 2012

Automatic digital modulation recognition in presence of noise using SVM and PSO.
Proceedings of the 6th International Symposium on Telecommunications, 2012

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

A new approach for robust realtime Voice Activity Detection using spectral pattern.
Proceedings of the IEEE International Conference on Acoustics, 2010

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

A simple but efficient real-time Voice Activity Detection algorithm.
Proceedings of the 17th European Signal Processing Conference, 2009

Improvement of language Identification performance by Aggregated Phone Recognizer.
Proceedings of the 17th European Signal Processing Conference, 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

A Bayesian Network Based Approach for Data Classification Using Structural Learning.
Proceedings of the Advances in Computer Science and Engineering, 2008

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

A Novel Hybrid GMM/SVM Architecture for Protein Secondary Structure Prediction.
Proceedings of the Applications of Fuzzy Sets Theory, 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 8th Annual Conference of the International Speech Communication Association, 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

Farsbayan: a unit selection based Farsi speech synthesizer.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Robust feature extraction based on spectral peaks of group delay and autocorrelation function and phase domain analysis.
Proceedings of the Ninth International Conference on Spoken Language Processing, 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

2002
Speaker Model and Decision Threshold Updating in Speaker Verification.
Proceedings of the EurAsia-ICT 2002: Information and Communication Technology, 2002

1995
Discrimination of voices of twins and siblings for speaker verification.
Proceedings of the Fourth European Conference on Speech Communication and Technology, 1995

Neural net approaches to speaker verification: comparison with second order statistic measures.
Proceedings of the 1995 International Conference on Acoustics, 1995

1993
Performance comparison of machine and human speaker verification.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993


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