Babak Nasersharif

Orcid: 0000-0002-8098-6222

Affiliations:
  • Toosi University of Technology, Tehran, Iran


According to our database1, Babak Nasersharif authored at least 46 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Cross Corpus Speech Emotion Recognition using transfer learning and attention-based fusion of Wav2Vec2 and prosody features.
Knowl. Based Syst., October, 2023

Multi-layer maximum mean discrepancy in auto-encoders for cross-corpus speech emotion recognition.
J. Supercomput., August, 2023

2022
Uncertainty handling in convolutional neural networks.
Neural Comput. Appl., 2022

Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method.
Multim. Tools Appl., 2022

Subspace-based outlier detection using linear programming and heuristic techniques.
Expert Syst. Appl., 2022

2021
Unrestricted deep metric learning using neural networks interaction.
Pattern Anal. Appl., 2021

A new density-based subspace selection method using mutual information for high dimensional outlier detection.
Knowl. Based Syst., 2021

Evolutionary fusion of classifiers trained on linear prediction based features for replay attack detection.
Expert Syst. J. Knowl. Eng., 2021

Subspace Outlier Detection in High Dimensional Data using Ensemble of PCA-based Subspaces.
Proceedings of the 26th International Computer Conference, Computer Society of Iran, 2021

Transfer Learning for End-to-End ASR to Deal with Low-Resource Problem in Persian Language.
Proceedings of the 26th International Computer Conference, Computer Society of Iran, 2021

Semantic Segmentation of Autonomous Driving Images by the Combination of Deep Learning and Classical Segmentation.
Proceedings of the 26th International Computer Conference, Computer Society of Iran, 2021

2019
Improved dynamic match phone lattice search for Persian spoken term detection system in online and offline applications.
Int. J. Speech Technol., 2019

A Convolutional Neural Network model based on Neutrosophy for Noisy Speech Recognition.
CoRR, 2019

2018
Discriminative keyword spotting using triphones information and N-best search.
Inf. Sci., 2018

2017
Non-negative matrix factorization for speech/music separation using source dependent decomposition rank, temporal continuity term and filtering.
Biomed. Signal Process. Control., 2017

2016
A fast hierarchical search algorithm for discriminative keyword spotting.
Inf. Sci., 2016

Mapping Mel sub-band energies using Deep belief network for robust speech recognition.
Proceedings of the 8th International Symposium on Telecommunications, 2016

2015
Speech enhancement using a wavelet thresholding method based on symmetric Kullback-Leibler divergence.
Signal Process., 2015

Binaural source separation based on spatial cues and maximum likelihood model adaptation.
Digit. Signal Process., 2015

2014
Extension of a Kernel-Based Classifier for Discriminative Spoken Keyword Spotting.
Neural Process. Lett., 2014

Evolutionary combination of kernels for nonlinear feature transformation.
Inf. Sci., 2014

An improved feature transformation method using mutual information.
Int. J. Speech Technol., 2014

A fast anomaly detection system using probabilistic artificial immune algorithm capable of learning new attacks.
Evol. Intell., 2014

2013
Keyword spotting using an evolutionary-based classifier and discriminative features.
Eng. Appl. Artif. Intell., 2013

Detecting keywords in Persian conversational telephony speech using a discriminative English keyword spotter.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

2012
New class-dependent feature transformation for intrusion detection systems.
Secur. Commun. Networks, 2012

Improving linear discriminant analysis with artificial immune system-based evolutionary algorithms.
Inf. Sci., 2012

A Real Time Anomaly Detection System Based on Probabilistic Artificial Immune Based Algorithm.
Proceedings of the Artificial Immune Systems - 11th International Conference, 2012

2011
Performance evaluation for an HMM-based keyword spotter and a large-margin based one in noisy environments.
Proceedings of the First World Conference on Information Technology, 2011

Optimized discriminative transformations for speech features based on minimum classification error.
Pattern Recognit. Lett., 2011

Genetic-based minimum classification error mapping for accurate identifying Peer-to-Peer applications in the internet traffic.
Expert Syst. Appl., 2011

2010
Discriminative transformation for speech features based on genetic algorithm and HMM likelihoods.
IEICE Electron. Express, 2010

New Approach in Transform-Based Speaker Adaptation Using Minimum Classification Error.
Proceedings of the 12th UKSim, 2010

2009
Improving classification accuracy using evolutionary fuzzy transformation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Robust speech recognition using evolutionary class-dependent LDA.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Evolutionary-class independent LDA as a pre-process for improving classification.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008
A wavelet based speech enhancement method using noise classification and shaping.
Proceedings of the INTERSPEECH 2008, 2008

Genetic programming based optimization of class-dependent PCA for extracting robust MFCC.
Proceedings of the INTERSPEECH 2008, 2008

Class Dependent LDA Optimization Using Genetic Algorithm for Robust MFCC Extraction.
Proceedings of the Advances in Computer Science and Engineering, 2008

2007
SNR-dependent compression of enhanced Mel sub-band energies for compensation of noise effects on MFCC features.
Pattern Recognit. Lett., 2007

Mel sub-band filtering and compression for robust speech recognition.
Proceedings of the INTERSPEECH 2007, 2007

2006
A framework for robust MFCC feature extraction using SNR-dependent compression of enhanced mel filter bank energies.
Proceedings of the INTERSPEECH 2006, 2006

Spectral peaks enhancement for extracting robust speech features.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Sub-band weighted projection measure for robust sub-band speech recognition.
Proceedings of the INTERSPEECH 2005, 2005

Improved HMM entropy for robust sub-band speech recognition.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Application of wavelet transform and wavelet thresholding in robust sub-band speech recognition.
Proceedings of the 2004 12th European Signal Processing Conference, 2004


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