Mohammad Mehdi Homayounpour

70 papers A 5B 3Misc 4Journal 40Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enhancing Remote-Sensing Satellite Task Scheduling Using Reinforcement Learning and Multi-Objective Optimization. J. Aerosp. Inf. Syst. Parisa Ahmadi Khatir, Mohammad Mehdi Homayounpour, Kamran Raissi Charmcani
2025	J	`jnl`	GPTGAN: Utilizing the GPT language model and GAN to enhance adversarial text generation. Neurocomputing Omid Hajipoor, Ahmad Nickabadi, Mohammad Mehdi Homayounpour
2024	J	`jnl`	Reservoir consisting of diverse dynamical behaviors and its application in time series classification. Int. J. Data Sci. Anal. Mohammad Modiri, Mohammad Mehdi Ebadzadeh, Mohammad Mehdi Homayounpour
2023	J	`jnl`	Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection. Circuits Syst. Signal Process. Amir Mohammad Rostami, Mohammad Mehdi Homayounpour, Ahmad Nickabadi
2023	J	`jnl`	Explaining Recommendation System Using Counterfactual Textual Explanations. CoRR Niloofar Ranjbar, Saeedeh Momtazi, Mohammad Mehdi Homayounpour
2023	J	`jnl`	Layer-wise regularized adversarial training using layers sustainability analysis framework. Neurocomputing Mohammad Khalooei, Mohammad Mehdi Homayounpour, Maryam Amirmazlaghani
2023	J	`jnl`	LenM: Improving Low-Resource Neural Machine Translation Using Target Length Modeling. Neural Process. Lett. Mohammad Mahdi Mahsuli, Shahram Khadivi, Mohammad Mehdi Homayounpour
2023	J	`jnl`	The impact of preprocessing on word embedding quality: a comparative study. Lang. Resour. Evaluation Zahra Rahimi, Mohammad Mehdi Homayounpour
2022	J	`jnl`	Layer-wise Regularized Adversarial Training using Layers Sustainability Analysis (LSA) framework. CoRR Mohammad Khalooei, Mohammad Mehdi Homayounpour, Maryam Amirmazlaghani
2022	J	`jnl`	Reservoir weights learning based on adaptive dynamic programming and its application in time series classification. Neural Comput. Appl. Mohammad Modiri, Mohammad Mehdi Homayounpour, Mohammad Mehdi Ebadzadeh
2021	J	`jnl`	Efficient Attention Branch Network with Combined Loss Function for Automatic Speaker Verification Spoof Detection. CoRR Amir Mohammad Rostami, Mohammad Mehdi Homayounpour, Ahmad Nickabadi
2021	J	`jnl`	TensSent: a tensor based sentimental word embedding method. Appl. Intell. Zahra Rahimi, Mohammad Mehdi Homayounpour
2020	J	`jnl`	Adaptive windows multiple deep residual networks for speech recognition. Expert Syst. Appl. Toktam Zoughi, Mohammad Mehdi Homayounpour, Mahmood Deypir
2020	J	`jnl`	Tens-embedding: A Tensor-based document embedding method. Expert Syst. Appl. Zahra Rahimi, Mohammad Mehdi Homayounpour
2019	J	`jnl`	DBMiP: A pre-training method for information propagation over deep networks. Comput. Speech Lang. Toktam Zoughi, Mohammad Mehdi Homayounpour
2019	J	`jnl`	Robust feature extraction and uncertainty estimation based on attractor dynamics in cyclic deep denoising autoencoders. Neural Comput. Appl. Amir Hossein Hadjahmadi, Mohammad Mehdi Homayounpour
2018	—	`conf`	Investigating the effect of phase reconstruction on the bandwidth extention on audio signal using DNNs. IST Mahdieh Ramezani, Mohammad Mehdi Homayounpour
2018	J	`jnl`	Monaural multi-talker speech recognition using factorial speech processing models. Speech Commun. Mahdi Khademian, Mohammad Mehdi Homayounpour
2018	J	`jnl`	Nonparametrically trained PLDA for short duration Comput. Speech Lang. Abbas Khosravani, Mohammad Mehdi Homayounpour
2017	J	`jnl`	A PLDA approach for language and text independent speaker recognition. Comput. Speech Lang. Abbas Khosravani, Mohammad Mehdi Homayounpour
2017	J	`jnl`	Dynamic sparsity control in Deep Belief Networks. Intell. Data Anal. Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour
2017	J	`jnl`	Effective sparsity control in deep belief networks using normal regularization term. Knowl. Inf. Syst. Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour
2017	J	`jnl`	Erratum to: Modeling State-Conditional Observation Distribution Using Weighted Stereo Samples for Factorial Speech Processing Models. Circuits Syst. Signal Process. Mahdi Khademian, Mohammad Mehdi Homayounpour
2017	J	`jnl`	Feature Joint-State Posterior Estimation in Factorial Speech Processing Models using Deep Neural Networks. CoRR Mahdi Khademian, Mohammad Mehdi Homayounpour
2017	J	`jnl`	Feature joint-state posterior estimation in factorial speech processing models using deep neural networks. Comput. Electr. Eng. Mahdi Khademian, Mohammad Mehdi Homayounpour
2017	J	`jnl`	Modeling State-Conditional Observation Distribution Using Weighted Stereo Samples for Factorial Speech Processing Models. Circuits Syst. Signal Process. Mahdi Khademian, Mohammad Mehdi Homayounpour
2017	J	`jnl`	Neural Machine Translation on Scarce-Resource Condition: A case-study on Persian-English. CoRR Mohaddeseh Bastan, Shahram Khadivi, Mohammad Mehdi Homayounpour
2017	A	`conf`	Nonparametrically Trained Probabilistic Linear Discriminant Analysis for i-Vector Speaker Verification. INTERSPEECH Abbas Khosravani, Mohammad Mehdi Homayounpour
2016	—	`conf`	A PLDA Approach for Language and Text Independent Speaker Recognition. Odyssey Abbas Khosravani, Mohammad Mehdi Homayounpour, Dijana Petrovska-Delacrétaz, Gérard Chollet
2016	A	`conf`	AUT System for SITW Speaker Recognition Challenge. INTERSPEECH Abbas Khosravani, Mohammad Mehdi Homayounpour
2016	J	`jnl`	Monaural Multi-Talker Speech Recognition using Factorial Speech Processing Models. CoRR Mahdi Khademian, Mohammad Mehdi Homayounpour
2015	J	`jnl`	Deep Belief Network Training Improvement Using Elite Samples Minimizing Free Energy. Int. J. Pattern Recognit. Artif. Intell. Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour
2015	B	`conf`	Gender aware Deep Boltzmann Machines for phone recognition. IJCNN Toktam Zoughi, Mohammad Mehdi Homayounpour
2015	J	`jnl`	Modeling State-Conditional Observation Distribution using Weighted Stereo Samples for Factorial Speech Processing Models. CoRR Mahdi Khademian, Mohammad Mehdi Homayounpour
2015	B	`conf`	Normal sparse Deep Belief Network. IJCNN Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour
2014	J	`jnl`	A brief survey on deep belief networks and introducing a new object oriented MATLAB toolbox (DeeBNet). CoRR Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour
2014	J	`jnl`	Deep Belief Network Training Improvement Using Elite Samples Minimizing Free Energy. CoRR Mohammad Ali Keyvanrad, Mohammad Mehdi Homayounpour
2014	—	`conf`	Linearly Constrained Minimum Variance for Robust I-vector Based Speaker Recognition. Odyssey Abbas Khosravani, Mohammad Mehdi Homayounpour
2013	J	`jnl`	A unified framework for domain independent online speaker indexing in eigen-voice space using an index tree of reference models. Int. J. Speech Technol. Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour
2012	J	`jnl`	A review on speaker diarization systems and approaches. Speech Commun. Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour
2012	—	`conf`	Automatic digital modulation recognition in presence of noise using SVM and PSO. IST Mohammad Hadi Valipour, Mohammad Mehdi Homayounpour, M. Amin Mehralian
2012	J	`jnl`	Variational conditional random fields for online speaker detection and tracking. Speech Commun. Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour
2011	J	`jnl`	Audio-visual speaker identification using dynamic facial movements and utterance phonetic content. Appl. Soft Comput. Vahid Asadpour, Mohammad Mehdi Homayounpour, Farzad Towhidkhah
2011	J	`jnl`	Improving Farsi multiclass text classification using a thesaurus and two-stage feature selection. J. Assoc. Inf. Sci. Technol. Nooshin Maghsoodi, Mohammad Mehdi Homayounpour
2011	—	`conf`	Using Thesaurus to Improve Multiclass Text Classification. CICLing (2) Nooshin Maghsoodi, Mohammad Mehdi Homayounpour
2010	Misc	`conf`	A new approach for robust realtime Voice Activity Detection using spectral pattern. ICASSP Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour, Nima Khademi Kalantari
2010	J	`jnl`	A real-time trained system for robust speaker verification using relative space of anchor models. Comput. Speech Lang. Ali Sadeghi-Naini, Mohammad Mehdi Homayounpour, Abbas Samani
2009	—	`conf`	A simple but efficient real-time Voice Activity Detection algorithm. EUSIPCO Mohammad Hossein Moattar, Mohammad Mehdi Homayounpour
2009	J	`jnl`	Bernoulli versus Markov: Investigation of state transition regime in switching-state acoustic models. Signal Process. Jahanshah Kabudian, Mohammad Mehdi Homayounpour, Seyed Mohammad Ahadi
2009	—	`conf`	Improvement of language Identification performance by Aggregated Phone Recognizer. EUSIPCO S. A. Hosseini Amereii, Mohammad Mehdi Homayounpour
2008	Misc	`conf`	A Bayesian Network Based Approach for Data Classification Using Structural Learning. CSICC A. R. Khanteymoori, Mohammad Mehdi Homayounpour, Mohammad Bagher Menhaj
2008	B	`conf`	Robust weighted fuzzy c-means clustering. FUZZ-IEEE Amir Hossein Hadjahmadi, Mohammad Mehdi Homayounpour, Seyed Mohammad Ahadi
2008	Misc	`conf`	Time-inhomogeneous hidden Bernoulli model: An alternative to hidden Markov model for automatic speech recognition. ICASSP Jahanshah Kabudian, Mohammad Mehdi Homayounpour, Seyed Mohammad Ahadi
2008	—	`conf`	Word Sense Disambiguation of Farsi Homographs Using Thesaurus and Corpus. GoTAL Raheleh Makki, Mohammad Mehdi Homayounpour
2007	—	`conf`	A Novel Hybrid GMM/SVM Architecture for Protein Secondary Structure Prediction. WILF Emad Bahrami Samani, Mohammad Mehdi Homayounpour, Hong Gu
2007	—	`conf`	Consideration of correlation between noise and clean speech signals in autocorrelation-based robust speech recognition. ISSPA Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour, Amir Kashi
2007	J	`jnl`	Features based on filtering and spectral peaks in autocorrelation domain for robust speech recognition. Comput. Speech Lang. Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour
2007	—	`conf`	Improved Autocorrelation-based Noise robust speech recognition using kernel-based cross correlation and overestimation parameters. EUSIPCO Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour
2007	A	`conf`	Mel sub-band filtering and compression for robust speech recognition. INTERSPEECH Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour
2006	A	`conf`	Farsbayan: a unit selection based Farsi speech synthesizer. INTERSPEECH Mohammad Mehdi Homayounpour, Majid Namnabat
2006	J	`jnl`	Performance enhancement for audio-visual speaker identification using dynamic facial muscle model. Medical Biol. Eng. Comput. Vahid Asadpour, Farzad Towhidkhah, Mohammad Mehdi Homayounpour
2006	—	`conf`	Robust Feature Extraction of Speech Via Noise Reduction in Autocorrelation Domain. MRCS Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour
2006	A	`conf`	Robust feature extraction based on spectral peaks of group delay and autocorrelation function and phase domain analysis. INTERSPEECH Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour
2006	—	`conf`	Spectral peaks enhancement for extracting robust speech features. EUSIPCO Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour
2006	—	`conf`	Use of Spectral Peaks in Autocorrelation and Group Delay Domains for Robust Speech Recognition. ICASSP (1) Gholamreza Farahani, Seyed Mohammad Ahadi, Mohammad Mehdi Homayounpour
2004	—	`conf`	Applying Continuous Action Reinforcement Learning Automata(CARLA) to Global Training of Hidden Markov Models. ITCC (2) Jahanshah Kabudian, Mohammad Reza Meybodi, Mohammad Mehdi Homayounpour
2002	—	`conf`	Speaker Model and Decision Threshold Updating in Speaker Verification. EurAsia-ICT Mohammad Mehdi Homayounpour
1995	—	`conf`	Discrimination of voices of twins and siblings for speaker verification. EUROSPEECH Mohammad Mehdi Homayounpour, Gérard Chollet
1995	Misc	`conf`	Neural net approaches to speaker verification: comparison with second order statistic measures. ICASSP Mohammad Mehdi Homayounpour, Gérard Chollet
1993	—	`conf`	Performance comparison of machine and human speaker verification. EUROSPEECH Mohammad Mehdi Homayounpour, Jean-Philippe Goldman, Gérard Chollet, Jacqueline Vaissière