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ORCIDMohammad Mehdi Homayounpour
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2020 – today
- 2024
[j29]Mohammad Modiri, Mohammad Mehdi Ebadzadeh, Mohammad Mehdi Homayounpour:
Reservoir consisting of diverse dynamical behaviors and its application in time series classification. Int. J. Data Sci. Anal. 17(1): 75-92 (2024)- 2023
- [j28]Amir Mohammad Rostami
, Mohammad Mehdi Homayounpour, Ahmad Nickabadi:
Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection. Circuits Syst. Signal Process. 42(7): 4252-4270 (2023) - [j27]Mohammad Khalooei, Mohammad Mehdi Homayounpour, Maryam Amirmazlaghani:
Layer-wise regularized adversarial training using layers sustainability analysis framework. Neurocomputing 540: 126182 (2023) - [j26]Zahra Rahimi, Mohammad Mehdi Homayounpour:
The impact of preprocessing on word embedding quality: a comparative study. Lang. Resour. Evaluation 57(1): 257-291 (2023) - [j25]Mohammad Mahdi Mahsuli, Shahram Khadivi, Mohammad Mehdi Homayounpour:
LenM: Improving Low-Resource Neural Machine Translation Using Target Length Modeling. Neural Process. Lett. 55(7): 9435-9466 (2023) - [i9]Niloofar Ranjbar, Saeedeh Momtazi, Mohammad Mehdi Homayounpour:
Explaining Recommendation System Using Counterfactual Textual Explanations. CoRR abs/2303.11160 (2023) - 2022
- [j24]Mohammad Modiri, Mohammad Mehdi Homayounpour, Mohammad Mehdi Ebadzadeh:
Reservoir weights learning based on adaptive dynamic programming and its application in time series classification. Neural Comput. Appl. 34(16): 13201-13217 (2022) - [i8]Mohammad Khalooei, Mohammad Mehdi Homayounpour, Maryam Amirmazlaghani:
Layer-wise Regularized Adversarial Training using Layers Sustainability Analysis (LSA) framework. CoRR abs/2202.02626 (2022) - 2021
- [j23]Zahra Rahimi, Mohammad Mehdi Homayounpour:
TensSent: a tensor based sentimental word embedding method. Appl. Intell. 51(8): 6056-6071 (2021) - [i7]Amir Mohammad Rostami, Mohammad Mehdi Homayounpour, Ahmad Nickabadi:
Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection. CoRR abs/2109.02051 (2021) - 2020
- [j22]Toktam Zoughi, Mohammad Mehdi Homayounpour, Mahmood Deypir:
Adaptive windows multiple deep residual networks for speech recognition. Expert Syst. Appl. 139 (2020) - [j21]Zahra Rahimi, Mohammad Mehdi Homayounpour:
Tens-embedding: A Tensor-based document embedding method. Expert Syst. Appl. 162: 113770 (2020)
2010 – 2019
- 2019
- [j20]Toktam Zoughi, Mohammad Mehdi Homayounpour:
DBMiP: A pre-training method for information propagation over deep networks. Comput. Speech Lang. 55: 82-100 (2019) - [j19]Amir Hossein Hadjahmadi, Mohammad Mehdi Homayounpour:
Robust feature extraction and uncertainty estimation based on attractor dynamics in cyclic deep denoising autoencoders. Neural Comput. Appl. 31(11): 7989-8002 (2019) - 2018
- [j18]Abbas Khosravani, Mohammad Mehdi Homayounpour:
Nonparametrically trained PLDA for short duration i-vector speaker verification. Comput. Speech Lang. 52: 105-122 (2018) - [j17]Mahdi Khademian, Mohammad Mehdi Homayounpour:
Monaural multi-talker speech recognition using factorial speech processing models. Speech Commun. 98: 1-16 (2018) - [c30]Mahdieh Ramezani, Mohammad Mehdi Homayounpour:
Investigating the effect of phase reconstruction on the bandwidth extention on audio signal using DNNs. IST 2018: 544-548 - 2017
- [j16]Mahdi Khademian, Mohammad Mehdi Homayounpour:
Feature joint-state posterior estimation in factorial speech processing models using deep neural networks. Comput. Electr. Eng. 62: 574-587 (2017) - [j15]Abbas Khosravani, Mohammad Mehdi Homayounpour:
A PLDA approach for language and text independent speaker recognition. Comput. Speech Lang. 45: 457-474 (2017) - [j14]Mahdi Khademian, Mohammad Mehdi Homayounpour:
Modeling State-Conditional Observation Distribution Using Weighted Stereo Samples for Factorial Speech Processing Models. Circuits Syst. Signal Process. 36(1): 339-357 (2017) - [j13]Mahdi Khademian, Mohammad Mehdi Homayounpour:
Erratum to: Modeling State-Conditional Observation Distribution Using Weighted Stereo Samples for Factorial Speech Processing Models. Circuits Syst. Signal Process. 36(1): 358 (2017) - [j12]Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
Dynamic sparsity control in Deep Belief Networks. Intell. Data Anal. 21(4): 963-979 (2017) - [j11]Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
Effective sparsity control in deep belief networks using normal regularization term. Knowl. Inf. Syst. 53(2): 533-550 (2017) - [c29]Abbas Khosravani, Mohammad Mehdi Homayounpour:
Nonparametrically Trained Probabilistic Linear Discriminant Analysis for i-Vector Speaker Verification. INTERSPEECH 2017: 1019-1023 - [i6]Mohaddeseh Bastan, Shahram Khadivi, Mohammad Mehdi Homayounpour:
Neural Machine Translation on Scarce-Resource Condition: A case-study on Persian-English. CoRR abs/1701.01854 (2017) - [i5]Mahdi Khademian, Mohammad Mehdi Homayounpour:
Feature Joint-State Posterior Estimation in Factorial Speech Processing Models using Deep Neural Networks. CoRR abs/1707.02661 (2017) - 2016
- [c28]Abbas Khosravani, Mohammad Mehdi Homayounpour:
AUT System for SITW Speaker Recognition Challenge. INTERSPEECH 2016: 843-847 - [c27]Abbas Khosravani, Mohammad Mehdi Homayounpour, Dijana Petrovska-Delacrétaz, Gérard Chollet:
A PLDA Approach for Language and Text Independent Speaker Recognition. Odyssey 2016: 264-269 - [i4]Mahdi Khademian, Mohammad Mehdi Homayounpour:
Monaural Multi-Talker Speech Recognition using Factorial Speech Processing Models. CoRR abs/1610.01367 (2016) - 2015
- [j10]Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
Deep Belief Network Training Improvement Using Elite Samples Minimizing Free Energy. Int. J. Pattern Recognit. Artif. Intell. 29(5): 1551006:1-1551006:16 (2015) - [c26]Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
Normal sparse Deep Belief Network. IJCNN 2015: 1-7 - [c25]Toktam Zoughi, Mohammad Mehdi Homayounpour:
Gender aware Deep Boltzmann Machines for phone recognition. IJCNN 2015: 1-5 - [i3]Mahdi Khademian, Mohammad Mehdi Homayounpour:
Modeling State-Conditional Observation Distribution using Weighted Stereo Samples for Factorial Speech Processing Models. CoRR abs/1503.02578 (2015) - 2014
- [c24]Abbas Khosravani, Mohammad Mehdi Homayounpour:
Linearly Constrained Minimum Variance for Robust I-vector Based Speaker Recognition. Odyssey 2014: 249-253 - [i2]Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
A brief survey on deep belief networks and introducing a new object oriented MATLAB toolbox (DeeBNet). CoRR abs/1408.3264 (2014) - [i1]Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour:
Deep Belief Network Training Improvement Using Elite Samples Minimizing Free Energy. CoRR abs/1411.4046 (2014) - 2013
- [j9]Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour:
A unified framework for domain independent online speaker indexing in eigen-voice space using an index tree of reference models. Int. J. Speech Technol. 16(4): 381-401 (2013) - 2012
- [j8]Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour:
Variational conditional random fields for online speaker detection and tracking. Speech Commun. 54(6): 763-780 (2012) - [j7]Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour:
A review on speaker diarization systems and approaches. Speech Commun. 54(10): 1065-1103 (2012) - [c23]Mohammad Hadi Valipour, Mohammad Mehdi Homayounpour, M. Amin Mehralian:
Automatic digital modulation recognition in presence of noise using SVM and PSO. IST 2012: 378-382 - 2011
- [j6]Vahid Asadpour, Mohammad Mehdi Homayounpour, Farzad Towhidkhah:
Audio-visual speaker identification using dynamic facial movements and utterance phonetic content. Appl. Soft Comput. 11(2): 2083-2093 (2011) - [j5]Nooshin Maghsoodi, Mohammad Mehdi Homayounpour:
Improving Farsi multiclass text classification using a thesaurus and two-stage feature selection. J. Assoc. Inf. Sci. Technol. 62(10): 2055-2066 (2011) - [c22]Nooshin Maghsoodi, Mohammad Mehdi Homayounpour:
Using Thesaurus to Improve Multiclass Text Classification. CICLing (2) 2011: 244-253 - 2010
- [j4]Ali Sadeghi-Naini, Mohammad Mehdi Homayounpour, Abbas Samani:
A real-time trained system for robust speaker verification using relative space of anchor models. Comput. Speech Lang. 24(4): 545-561 (2010) - [c21]Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour, Nima Khademi Kalantari:
A new approach for robust realtime Voice Activity Detection using spectral pattern. ICASSP 2010: 4478-4481
2000 – 2009
- 2009
- [j3]Jahanshah Kabudian, Mohammad Mehdi Homayounpour, Seyed Mohammad Ahadi:
Bernoulli versus Markov: Investigation of state transition regime in switching-state acoustic models. Signal Process. 89(4): 662-668 (2009) - [c20]S. A. Hosseini Amereii, Mohammad Mehdi Homayounpour:
Improvement of language Identification performance by Aggregated Phone Recognizer. EUSIPCO 2009: 1770-1773 - [c19]Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour:
A simple but efficient real-time Voice Activity Detection algorithm. EUSIPCO 2009: 2549-2553 - 2008
- [c18]A. R. Khanteymoori, Mohammad Mehdi Homayounpour, Mohammad Bagher Menhaj:
A Bayesian Network Based Approach for Data Classification Using Structural Learning. CSICC 2008: 25-32 - [c17]Amir Hossein Hadjahmadi, Mohammad Mehdi Homayounpour, Seyed Mohammad Ahadi:
Robust weighted fuzzy c-means clustering. FUZZ-IEEE 2008: 305-311 - [c16]Jahanshah Kabudian, Mohammad Mehdi Homayounpour, Seyed Mohammad Ahadi:
Time-inhomogeneous hidden Bernoulli model: An alternative to hidden Markov model for automatic speech recognition. ICASSP 2008: 4101-4104 - [c15]Raheleh Makki, Mohammad Mehdi Homayounpour:
Word Sense Disambiguation of Farsi Homographs Using Thesaurus and Corpus. GoTAL 2008: 315-323 - 2007
- [j2]Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour:
Features based on filtering and spectral peaks in autocorrelation domain for robust speech recognition. Comput. Speech Lang. 21(1): 187-205 (2007) - [c14]Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour:
Improved Autocorrelation-based Noise robust speech recognition using kernel-based cross correlation and overestimation parameters. EUSIPCO 2007: 2355-2359 - [c13]Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour:
Mel sub-band filtering and compression for robust speech recognition. INTERSPEECH 2007: 1102-1105 - [c12]Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour, Amir Kashi:
Consideration of correlation between noise and clean speech signals in autocorrelation-based robust speech recognition. ISSPA 2007: 1-4 - [c11]Emad Bahrami Samani, Mohammad Mehdi Homayounpour, Hong Gu:
A Novel Hybrid GMM/SVM Architecture for Protein Secondary Structure Prediction. WILF 2007: 491-496 - 2006
- [j1]Vahid Asadpour, Farzad Towhidkhah, Mohammad Mehdi Homayounpour:
Performance enhancement for audio-visual speaker identification using dynamic facial muscle model. Medical Biol. Eng. Comput. 44(10): 919-930 (2006) - [c10]Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour:
Spectral peaks enhancement for extracting robust speech features. EUSIPCO 2006: 1-5 - [c9]Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour:
Use of Spectral Peaks in Autocorrelation and Group Delay Domains for Robust Speech Recognition. ICASSP (1) 2006: 517-520 - [c8]Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour:
Robust feature extraction based on spectral peaks of group delay and autocorrelation function and phase domain analysis. INTERSPEECH 2006 - [c7]Mohammad Mehdi Homayounpour, Majid Namnabat:
Farsbayan: a unit selection based Farsi speech synthesizer. INTERSPEECH 2006 - [c6]Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour:
Robust Feature Extraction of Speech Via Noise Reduction in Autocorrelation Domain. MRCS 2006: 466-473 - 2004
- [c5]Jahanshah Kabudian, Mohammad Reza Meybodi, Mohammad Mehdi Homayounpour:
Applying Continuous Action Reinforcement Learning Automata(CARLA) to Global Training of Hidden Markov Models. ITCC (2) 2004: 638-642 - 2002
- [c4]Mohammad Mehdi Homayounpour:
Speaker Model and Decision Threshold Updating in Speaker Verification. EurAsia-ICT 2002: 1-10
1990 – 1999
- 1995
- [c3]Mohammad Mehdi Homayounpour, Gérard Chollet:
Neural net approaches to speaker verification: comparison with second order statistic measures. ICASSP 1995: 353-356 - [c2]Mohammad Mehdi Homayounpour, Gérard Chollet:
Discrimination of voices of twins and siblings for speaker verification. EUROSPEECH 1995: 345-348 - 1993
- [c1]Mohammad Mehdi Homayounpour, Jean-Philippe Goldman, Gérard Chollet, Jacqueline Vaissière:
Performance comparison of machine and human speaker verification. EUROSPEECH 1993: 2295-2298
Coauthor Index
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