Babak Nasersharif

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 18

Top Topics

Convolutional Neural Network

Speech Emotion Recognition

Feature Transformation

Outlier Detection

Top Venues

Int. J. Speech Technol.

Knowl. Based Syst.

Publications

Babak Nasersharif, Mohammad Namvarpour
Exploring the potential of Wav2vec 2.0 for speech emotion recognition using classifier combination and attention-based feature fusion. J. Supercomput. 80 (16) (2024)
Navid Naderi, Babak Nasersharif
Cross Corpus Speech Emotion Recognition using transfer learning and attention-based fusion of Wav2Vec2 and prosody features. Knowl. Based Syst. 277 (2023)
Babak Nasersharif, Manije Ebrahimpour, Navid Naderi
Multi-layer maximum mean discrepancy in auto-encoders for cross-corpus speech emotion recognition. J. Supercomput. 79 (12) (2023)
Mahboobeh Riahi-Madvar, Ahmad Akbari Azirani, Babak Nasersharif, Bijan Raahemi
Subspace-based outlier detection using linear programming and heuristic techniques. Expert Syst. Appl. 207 (2022)
Navid Naderi, Babak Nasersharif, Amirhossein Nikoofard
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method. Multim. Tools Appl. 81 (3) (2022)
Elyas Rashno, Ahmad Akbari, Babak Nasersharif
Uncertainty handling in convolutional neural networks. Neural Comput. Appl. 34 (19) (2022)
Mohammad Hosein Hamian, Ali Beikmohammadi, Ali Ahmadi, Babak Nasersharif
Semantic Segmentation of Autonomous Driving Images by the Combination of Deep Learning and Classical Segmentation. CSICC (2021)
Babak Nasersharif, Morteza Yazdani
Evolutionary fusion of classifiers trained on linear prediction based features for replay attack detection. Expert Syst. J. Knowl. Eng. 38 (3) (2021)
Mahboobeh Riahi-Madvar, Ahmad Akbari Azirani, Babak Nasersharif, Bijan Raahemi
A new density-based subspace selection method using mutual information for high dimensional outlier detection. Knowl. Based Syst. 216 (2021)
Maryam Asadolahzade Kermanshahi, Ahmad Akbari, Babak Nasersharif
Transfer Learning for End-to-End ASR to Deal with Low-Resource Problem in Persian Language. CSICC (2021)
Mahboobeh Riahi-Madvar, Babak Nasersharif, Ahmad Akbari Azirani
Subspace Outlier Detection in High Dimensional Data using Ensemble of PCA-based Subspaces. CSICC (2021)
Soheil Mehralian, Mohammad Teshnehlab, Babak Nasersharif
Unrestricted deep metric learning using neural networks interaction. Pattern Anal. Appl. 24 (4) (2021)
Elyas Rashno, Ahmad Akbari, Babak Nasersharif
A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition. CoRR (2019)
Shima Tabibian, Ahmad Akbari, Babak Nasersharif
Improved dynamic match phone lattice search for Persian spoken term detection system in online and offline applications. Int. J. Speech Technol. 22 (1) (2019)
Shima Tabibian, Ahmad Akbari, Babak Nasersharif
Discriminative keyword spotting using triphones information and N-best search. Inf. Sci. 423 (2018)
S. Abdali, Babak Nasersharif
Non-negative matrix factorization for speech/music separation using source dependent decomposition rank, temporal continuity term and filtering. Biomed. Signal Process. Control. 36 (2017)
Shima Tabibian, Ahmad Akbari, Babak Nasersharif
A fast hierarchical search algorithm for discriminative keyword spotting. Inf. Sci. 336 (2016)
Mojtaba Gholamipour, Babak Nasersharif
Mapping Mel sub-band energies using Deep belief network for robust speech recognition. IST (2016)
Roohollah Abdipour, Ahmad Akbari, Mohsen Rahmani, Babak Nasersharif
Binaural source separation based on spatial cues and maximum likelihood model adaptation. Digit. Signal Process. 36 (2015)
Shima Tabibian, Ahmad Akbari, Babak Nasersharif
Speech enhancement using a wavelet thresholding method based on symmetric Kullback-Leibler divergence. Signal Process. 106 (2015)
Shima Tabibian, Ahmad Akbari, Babak Nasersharif
Extension of a Kernel-Based Classifier for Discriminative Spoken Keyword Spotting. Neural Process. Lett. 39 (2) (2014)
Behzad Zamani, Ahmad Akbari, Babak Nasersharif
Evolutionary combination of kernels for nonlinear feature transformation. Inf. Sci. 274 (2014)
Mehdi Mohammadi, Ahmad Akbari, Bijan Raahemi, Babak Nasersharif, Hassan Asgharian
A fast anomaly detection system using probabilistic artificial immune algorithm capable of learning new attacks. Evol. Intell. 6 (3) (2014)
Seyed Milad Bassir, Ahmad Akbari, Babak Nasersharif
An improved feature transformation method using mutual information. Int. J. Speech Technol. 17 (2) (2014)
Akram Shokri, Mohammad Hossein Davarpour, Ahmad Akbari, Babak Nasersharif
Detecting keywords in Persian conversational telephony speech using a discriminative English keyword spotter. ISSPIT (2013)
Shima Tabibian, Ahmad Akbari, Babak Nasersharif
Keyword spotting using an evolutionary-based classifier and discriminative features. Eng. Appl. Artif. Intell. 26 (7) (2013)
Mehdi Mohammadi, Bijan Raahemi, Ahmad Akbari, Babak Nasersharif, Hossein Moeinzadeh
Improving linear discriminant analysis with artificial immune system-based evolutionary algorithms. Inf. Sci. 189 (2012)
Mehdi Mohammadi, Ahmad Akbari, Bijan Raahemi, Babak Nasersharif
A Real Time Anomaly Detection System Based on Probabilistic Artificial Immune Based Algorithm. ICARIS (2012)
Mehdi Mohammadi, Bijan Raahemi, Ahmad Akbari, Babak Nasersharif
New class-dependent feature transformation for intrusion detection systems. Secur. Commun. Networks 5 (12) (2012)
Behzad Zamani, Ahmad Akbari, Babak Nasersharif, Azarakhsh Jalalvand
Optimized discriminative transformations for speech features based on minimum classification error. Pattern Recognit. Lett. 32 (7) (2011)
Mehdi Mohammadi, Bijan Raahemi, Ahmad Akbari, Hossein Moeinzadeh, Babak Nasersharif
Genetic-based minimum classification error mapping for accurate identifying Peer-to-Peer applications in the internet traffic. Expert Syst. Appl. 38 (6) (2011)
Shima Tabibian, Akram Shokri, Ahmad Akbari, Babak Nasersharif
Performance evaluation for an HMM-based keyword spotter and a large-margin based one in noisy environments. WCIT (2011)
Behzad Zamani, Ahmad Akbari, Babak Nasersharif, Mehdi Mohammadi, Azarakhsh Jalalvand
Discriminative transformation for speech features based on genetic algorithm and HMM likelihoods. IEICE Electron. Express 7 (4) (2010)
Reza Sahraeian, Behzad Zamani, Ahmad Akbari, Ahmad Ayatollahi, Babak Nasersharif
New Approach in Transform-Based Speaker Adaptation Using Minimum Classification Error. UKSim (2010)
Hossein Moeinzadeh, Mehdi Mohammadi, Ahmad Akbari, Babak Nasersharif
Evolutionary-class independent LDA as a pre-process for improving classification. GECCO (2009)
Hossein Moeinzadeh, Mehdi Mohammadi, Ahmad Akbari, Babak Nasersharif
Robust speech recognition using evolutionary class-dependent LDA. GECCO (Companion) (2009)
Hossein Moeinzadeh, Babak Nasersharif, Abdolazim Rezaee, Hossein Pazhoumand-dar
Improving classification accuracy using evolutionary fuzzy transformation. GECCO (Companion) (2009)
Houman Abbasian, Babak Nasersharif, Ahmad Akbari
Genetic programming based optimization of class-dependent PCA for extracting robust MFCC. INTERSPEECH (2008)
Houman Abbasian, Babak Nasersharif, Ahmad Akbari
Class Dependent LDA Optimization Using Genetic Algorithm for Robust MFCC Extraction. CSICC (2008)
Mehdi Mohammadi, Behzad Zamani, Babak Nasersharif, Mohsen Rahmani, Ahmad Akbari
A wavelet based speech enhancement method using noise classification and shaping. INTERSPEECH (2008)
Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour
Mel sub-band filtering and compression for robust speech recognition. INTERSPEECH (2007)
Babak Nasersharif, Ahmad Akbari
SNR-dependent compression of enhanced Mel sub-band energies for compensation of noise effects on MFCC features. Pattern Recognit. Lett. 28 (11) (2007)
Babak Nasersharif, Ahmad Akbari, Mohammad Mehdi Homayounpour
Spectral peaks enhancement for extracting robust speech features. EUSIPCO (2006)
Babak Nasersharif, Ahmad Akbari
A framework for robust MFCC feature extraction using SNR-dependent compression of enhanced mel filter bank energies. INTERSPEECH (2006)
Babak Nasersharif, Ahmad Akbari
Improved HMM entropy for robust sub-band speech recognition. EUSIPCO (2005)
Babak Nasersharif, Ahmad Akbari
Sub-band weighted projection measure for robust sub-band speech recognition. INTERSPEECH (2005)
Babak Nasersharif, Ahmad Akbari
Application of wavelet transform and wavelet thresholding in robust sub-band speech recognition. EUSIPCO (2004)