Babak Nasersharif

49 papers A 6Misc 4Journal 29Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data augmentation techniques for Automatic Speech Recognition: Taxonomy, method analysis, challenges, and future research directions. Comput. Electr. Eng. Maryam Asadolahzade Kermanshahi, Ahmad Akbari Azirani, Babak Nasersharif, Seyed Jahanshah Kabudian
2025	J	`jnl`	Feature and classifier-level domain adaptation in DistilHuBERT for cross-corpus speech emotion recognition. Comput. Biol. Medicine Niloufar Naeeni, Babak Nasersharif
2024	J	`jnl`	Exploring the potential of Wav2vec 2.0 for speech emotion recognition using classifier combination and attention-based feature fusion. J. Supercomput. Babak Nasersharif, Mohammad Namvarpour
2023	J	`jnl`	Cross Corpus Speech Emotion Recognition using transfer learning and attention-based fusion of Wav2Vec2 and prosody features. Knowl. Based Syst. Navid Naderi, Babak Nasersharif
2023	J	`jnl`	Multi-layer maximum mean discrepancy in auto-encoders for cross-corpus speech emotion recognition. J. Supercomput. Babak Nasersharif, Manije Ebrahimpour, Navid Naderi
2022	J	`jnl`	Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method. Multim. Tools Appl. Navid Naderi, Babak Nasersharif, Amirhossein Nikoofard
2022	J	`jnl`	Subspace-based outlier detection using linear programming and heuristic techniques. Expert Syst. Appl. Mahboobeh Riahi-Madvar, Ahmad Akbari Azirani, Babak Nasersharif, Bijan Raahemi
2022	J	`jnl`	Uncertainty handling in convolutional neural networks. Neural Comput. Appl. Elyas Rashno, Ahmad Akbari, Babak Nasersharif
2021	J	`jnl`	A new density-based subspace selection method using mutual information for high dimensional outlier detection. Knowl. Based Syst. Mahboobeh Riahi-Madvar, Ahmad Akbari Azirani, Babak Nasersharif, Bijan Raahemi
2021	J	`jnl`	Evolutionary fusion of classifiers trained on linear prediction based features for replay attack detection. Expert Syst. J. Knowl. Eng. Babak Nasersharif, Morteza Yazdani
2021	Misc	`conf`	Semantic Segmentation of Autonomous Driving Images by the Combination of Deep Learning and Classical Segmentation. CSICC Mohammad Hosein Hamian, Ali Beikmohammadi, Ali Ahmadi, Babak Nasersharif
2021	Misc	`conf`	Subspace Outlier Detection in High Dimensional Data using Ensemble of PCA-based Subspaces. CSICC Mahboobeh Riahi-Madvar, Babak Nasersharif, Ahmad Akbari Azirani
2021	Misc	`conf`	Transfer Learning for End-to-End ASR to Deal with Low-Resource Problem in Persian Language. CSICC Maryam Asadolahzade Kermanshahi, Ahmad Akbari, Babak Nasersharif
2021	J	`jnl`	Unrestricted deep metric learning using neural networks interaction. Pattern Anal. Appl. Soheil Mehralian, Mohammad Teshnehlab, Babak Nasersharif
2019	J	`jnl`	A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition. CoRR Elyas Rashno, Ahmad Akbari, Babak Nasersharif
2019	J	`jnl`	Improved dynamic match phone lattice search for Persian spoken term detection system in online and offline applications. Int. J. Speech Technol. Shima Tabibian, Ahmad Akbari, Babak Nasersharif
2018	J	`jnl`	Discriminative keyword spotting using triphones information and N-best search. Inf. Sci. Shima Tabibian, Ahmad Akbari, Babak Nasersharif
2017	J	`jnl`	Non-negative matrix factorization for speech/music separation using source dependent decomposition rank, temporal continuity term and filtering. Biomed. Signal Process. Control. S. Abdali, Babak Nasersharif
2016	J	`jnl`	A fast hierarchical search algorithm for discriminative keyword spotting. Inf. Sci. Shima Tabibian, Ahmad Akbari, Babak Nasersharif
2016	—	`conf`	Mapping Mel sub-band energies using Deep belief network for robust speech recognition. IST Mojtaba Gholamipour, Babak Nasersharif
2015	J	`jnl`	Binaural source separation based on spatial cues and maximum likelihood model adaptation. Digit. Signal Process. Roohollah Abdipour, Ahmad Akbari, Mohsen Rahmani, Babak Nasersharif
2015	J	`jnl`	Speech enhancement using a wavelet thresholding method based on symmetric Kullback-Leibler divergence. Signal Process. Shima Tabibian, Ahmad Akbari, Babak Nasersharif
2014	J	`jnl`	A fast anomaly detection system using probabilistic artificial immune algorithm capable of learning new attacks. Evol. Intell. Mehdi Mohammadi, Ahmad Akbari, Bijan Raahemi, Babak Nasersharif, Hassan Asgharian
2014	J	`jnl`	An improved feature transformation method using mutual information. Int. J. Speech Technol. Seyed Milad Bassir, Ahmad Akbari, Babak Nasersharif
2014	J	`jnl`	Evolutionary combination of kernels for nonlinear feature transformation. Inf. Sci. Behzad Zamani, Ahmad Akbari, Babak Nasersharif
2014	J	`jnl`	Extension of a Kernel-Based Classifier for Discriminative Spoken Keyword Spotting. Neural Process. Lett. Shima Tabibian, Ahmad Akbari, Babak Nasersharif
2013	—	`conf`	Detecting keywords in Persian conversational telephony speech using a discriminative English keyword spotter. ISSPIT Akram Shokri, Mohammad Hossein Davarpour, Ahmad Akbari, Babak Nasersharif
2013	J	`jnl`	Keyword spotting using an evolutionary-based classifier and discriminative features. Eng. Appl. Artif. Intell. Shima Tabibian, Ahmad Akbari, Babak Nasersharif
2012	—	`conf`	A Real Time Anomaly Detection System Based on Probabilistic Artificial Immune Based Algorithm. ICARIS Mehdi Mohammadi, Ahmad Akbari, Bijan Raahemi, Babak Nasersharif
2012	J	`jnl`	Improving linear discriminant analysis with artificial immune system-based evolutionary algorithms. Inf. Sci. Mehdi Mohammadi, Bijan Raahemi, Ahmad Akbari, Babak Nasersharif, Hossein Moeinzadeh
2012	J	`jnl`	New class-dependent feature transformation for intrusion detection systems. Secur. Commun. Networks Mehdi Mohammadi, Bijan Raahemi, Ahmad Akbari, Babak Nasersharif
2011	J	`jnl`	Genetic-based minimum classification error mapping for accurate identifying Peer-to-Peer applications in the internet traffic. Expert Syst. Appl. Mehdi Mohammadi, Bijan Raahemi, Ahmad Akbari, Hossein Moeinzadeh, Babak Nasersharif
2011	J	`jnl`	Optimized discriminative transformations for speech features based on minimum classification error. Pattern Recognit. Lett. Behzad Zamani, Ahmad Akbari, Babak Nasersharif, Azarakhsh Jalalvand
2011	—	`conf`	Performance evaluation for an HMM-based keyword spotter and a large-margin based one in noisy environments. WCIT Shima Tabibian, Akram Shokri, Ahmad Akbari, Babak Nasersharif
2010	J	`jnl`	Discriminative transformation for speech features based on genetic algorithm and HMM likelihoods. IEICE Electron. Express Behzad Zamani, Ahmad Akbari, Babak Nasersharif, Mehdi Mohammadi, Azarakhsh Jalalvand
2010	—	`conf`	New Approach in Transform-Based Speaker Adaptation Using Minimum Classification Error. UKSim Reza Sahraeian, Behzad Zamani, Ahmad Akbari, Ahmad Ayatollahi, Babak Nasersharif
2009	A	`conf`	Evolutionary-class independent LDA as a pre-process for improving classification. GECCO Hossein Moeinzadeh, Mehdi Mohammadi, Ahmad Akbari, Babak Nasersharif
2009	—	`conf`	Improving classification accuracy using evolutionary fuzzy transformation. GECCO (Companion) Hossein Moeinzadeh, Babak Nasersharif, Abdolazim Rezaee, Hossein Pazhoumand-Dar
2009	—	`conf`	Robust speech recognition using evolutionary class-dependent LDA. GECCO (Companion) Hossein Moeinzadeh, Mehdi Mohammadi, Ahmad Akbari, Babak Nasersharif
2008	A	`conf`	A wavelet based speech enhancement method using noise classification and shaping. INTERSPEECH Mehdi Mohammadi, Behzad Zamani, Babak Nasersharif, Mohsen Rahmani, Ahmad Akbari
2008	Misc	`conf`	Class Dependent LDA Optimization Using Genetic Algorithm for Robust MFCC Extraction. CSICC Houman Abbasian, Babak Nasersharif, Ahmad Akbari
2008	A	`conf`	Genetic programming based optimization of class-dependent PCA for extracting robust MFCC. INTERSPEECH Houman Abbasian, Babak Nasersharif, Ahmad Akbari
2007	A	`conf`	Mel sub-band filtering and compression for robust speech recognition. INTERSPEECH Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour
2007	J	`jnl`	SNR-dependent compression of enhanced Mel sub-band energies for compensation of noise effects on MFCC features. Pattern Recognit. Lett. Babak Nasersharif, Ahmad Akbari
2006	A	`conf`	A framework for robust MFCC feature extraction using SNR-dependent compression of enhanced mel filter bank energies. INTERSPEECH Babak Nasersharif, Ahmad Akbari
2006	—	`conf`	Spectral peaks enhancement for extracting robust speech features. EUSIPCO Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour
2005	—	`conf`	Improved HMM entropy for robust sub-band speech recognition. EUSIPCO Babak Nasersharif, Ahmad Akbari
2005	A	`conf`	Sub-band weighted projection measure for robust sub-band speech recognition. INTERSPEECH Babak Nasersharif, Ahmad Akbari
2004	—	`conf`	Application of wavelet transform and wavelet thresholding in robust sub-band speech recognition. EUSIPCO Babak Nasersharif, Ahmad Akbari