[PDF][PDF] A Speaker Recognition System Using Gaussian Mixture Model, EM Algorithm and K-Means Clustering

AN Jadhav, NV Dharwadkar - International Journal of Modern …, 2018 - mecs-press.org
The automated speaker endorsement technique used for recognition of a person by his
voice data. The speaker identification is one of the biometric recognition and they were also …

Graphic symbol recognition using graph based signature and bayesian network classifier

MM Luqman, T Brouard… - 2009 10th International …, 2009 - ieeexplore.ieee.org
We present a new approach for recognition of complex graphic symbols in technical
documents. Graphic symbol recognition is a well known challenge in the field of document …

Study of best algorithm combinations for speech processing tasks in machine learning using median vs. mean clusters in MARF

SA Mokhov - Proceedings of the 2008 C3S2E conference, 2008 - dl.acm.org
This work reports experimental results and their analysis in various speech processing tasks
using SpeakerIdentApp, a text-independent speaker identification application, based on …

Towards Security Hardening of Scientific Demand-Driven and Pipelined Distributed Computing Systems

SA Mokhov - 2008 International Symposium on Parallel and …, 2008 - ieeexplore.ieee.org
This work highlights and takes aim at the most critical security aspects required for two
different types of distributed systems for scientific computation. It covers two open-source …

Choosing best algorithm combinations for speech processing tasks in machine learning using MARF

SA Mokhov - Advances in Artificial Intelligence: 21st Conference of …, 2008 - Springer
This work reports experimental results in various speech processing tasks using an
application based on the Modular Audio Recognition Framework (MARF) in terms of the best …

Intensional cyberforensics

SA Mokhov - arxiv preprint arxiv:1312.0466, 2013 - arxiv.org
This work focuses on the application of intensional logic to cyberforensic analysis and its
benefits and difficulties are compared with the finite-state-automata approach. This work …

Introducing MARF: a modular audio recognition framework and its applications for scientific and software engineering research

SA Mokhov - Advances in Computer and Information Sciences and …, 2007 - Springer
In this paper we introduce a Modular Audio Recognition Framework (MARF), as an open-
source research platform implemented in Java. MARF is used to evaluate various pattern …

Towards syntax and semantics of hierarchical contexts in multimedia processing applications using MARFL

SA Mokhov - 2008 32nd Annual IEEE International Computer …, 2008 - ieeexplore.ieee.org
We focus on defining context expressions in terms of initial syntax and semantics for an
intensional MARF language, MARFL. It is there to allow scripting Modular Audio Recognition …

Towards autonomic specification of Distributed MARF with ASSL: Self-healing

E Vassev, SA Mokhov - Software Engineering Research, Management …, 2010 - Springer
In this paper, we discuss our work towards self-healing property specification of an
autonomic behavior in the Distributed Modular Audio Recognition Framework (DMARF) by …

Distributed modular audio recognition framework (DMARF) and its applications over web services

SA Mokhov, R Jayakumar - Novel Algorithms and Techniques in …, 2010 - Springer
In this work we present the software architecture design and implementation of a Distributed
Modular Audio Recognition Framework (DMARF), and its applications, such as Speaker …