Optimization the Parameters for Speech Recognition System Using Genetic Algorithm
نویسندگان
چکیده
منابع مشابه
PID Parameters Optimization by Using Genetic Algorithm
Time delays are components that make time-lag in systems response. They arise in physical, chemical, biological and economic systems, as well as in the process of measurement and computation. In this work, we implement Genetic Algorithm (GA) in determining PID controller parameters to compensate the delay in First Order Lag plus Time Delay (FOLPD) and compare the results with Iterative Method a...
متن کاملGeneralized optimization algorithm for speech recognition transducers
Weighted transducers provide a common representation for the components of a speech recognition system. In previous work, we showed that these components can be combined off-line into a single compact recognition transducer that maps directly HMM state sequences to word sequences [11]. The construction of that recognition transducer and its efficiency of use critically depend on the use of a ge...
متن کاملThe experimental parameters optimization approach using a learning genetic algorithm
A learning genetic algorithm is proposed to solve the experimental parameters optimization problem. This method can not only enhance the efficiency of genetic algorithm through the pre-given user experience, but also improve the efficiency of genetic algorithm via learning the knowledge obtained from the optimization process. Experimental results suggest that the learning genetic algorithm can ...
متن کاملPID Parameters Optimization Using Genetic Algorithm Technique for Electrohydraulic Servo Control System
Electrohydraulic servosystem have been used in industry in a wide number of applications. Its dynamics are highly nonlinear and also have large extent of model uncertainties and external disturbances. In order to increase the reliability, controllability and utilizing the superior speed of response achievable from electrohydraulic systems, further research is required to develop a control softw...
متن کاملOptimization of Arc Welding Process Using a Genetic Algorithm Parameters
The purpose of this study is to propose a method to decide nearoptimal settings of the welding process parameters using a genetic algorithm. This method tries to find the near-optimal settings of the welding process parameters through experiments without a model between input and output variables. It has the advantage of being able to carry out searches without modifying the design space, which...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering
سال: 2015
ISSN: 2320-3765,2278-8875
DOI: 10.15662/ijareeie.2015.0408050