DEVELOPMENT OF AN OPTIMAL EXTRACTED FEATURE CLASSIFICATION SCHEME IN VOICE RECOGNITION SYSTEM USING DYNAMIC CUCKOO SEARCH ALGORITHM
- Project Research
- 1-5 Chapters
- Abstract : Available
- Table of Content: Available
- Reference Style: APA
- Recommended for : Student Researchers
- NGN 3000
ABSTRACT
This research work is aimed at the development of an optimal extracted feature classification scheme in a voice recognition system using dynamic cuckoo search algorithm. This minimized error mismatch in the recognition process and increased accuracy of recognition. Standard voice dataset was obtained from English Language Speech Database for Speaker Recognition (ELSDSR) of the Technical University of Denmark (DTU), processed and key features of these voice data were extracted. A dynamic Cuckoo Search Algorithm (dCSA) was developed, which optimally classify the extracted feature vectors of the speech signals from the voice data for the voice recognition system (using the dataset obtained from ELSDSR database of the DTU. The performance of the developed Voice Recognition System (VRS) with dCSA-based scheme was compared with that of the standard CSA-based scheme using accuracy as performance metrics. The results of the dCSA-based classification scheme showed a recognition accuracy of 93.18% in the VRS when compared with that of the standard CSA-based classification scheme which records 90% accuracy. Simulation was carried out using MATLAB 2013b.
Related Project Materials
THE EFFECT OF HUNGER ON LEARNING CAPABILITY OF PRIMARY SCHOOL PUPILS IN EDO STATE
Background of the study
Food is the fuel necessary to get through a normal day. Calories in food provid...
EVALUATION OF SIGNIFICANCE OF HOUSING FINANCING MODELS TO DELIVERY
ABSTRACT
Housing is an integral element of a nation economy. Thus, focus on finance for housing projects has been more prominent due to h...
DEVELOPMENT OF A FILLER-BINDER DISINTEGRANT FOR DIRECT COMPRESSION TABLETING BY CO-PROCESSING MICROCRYSTALLINE CELLULOSE AND CROSPOVIDONE
ABSTRACT
The aim of the study was to improve the disintegration functionality of microcrystalline cellulose (MCC) as a direct compression...
A CRITICAL INVESTIGATION INTO MARKET RESPONSE AND CANNIBALIZATION OF PRODUCT IN A HIGHLY COMPETITIVE INDUSTRY
EXCERPT FROM THE STUDY
Product cannibalization happens when a business chooses to substitute an existing product with a...
CULTURAL HUMANISM AND THE CHALLENGE OF GLOBAL JUSTICE
ABSTRACT
Philosophers of culture assert that culture is at the root of injustice and subversion of the principles of international cooper...
COMPARATIVE IN-VITRO BIOEQUIVALENCE STUDIES OF DIFFERENT SAMPLES OF TINIDAZOLE TABLETS
ABSTRACT
Health care professionals are faced with a large number of multisource products from which therapeutically equivalent products a...
THE LEGAL PERSPECTIVE TO CAPITAL RECONSTRUCTION OF BANKS IN NIGERIA
ABSTRACT
It is generally accepted that banks are inevitable component of an economic system and that the capital of a bank is the foundat...
DOMESTIC TERRORISM AND NIGERIA'S FOREIGN POLICY: A CASE STUDY OF BOKO HARAM 2009-2021
Background Of The Study
Since Nigeria's independence on October 1, 1960, Africa has unquestionably...
WORD FORMATION PROCESSES IN NIGERIAN SHORT-MESSAGE SERVICE
ABSTRACT
One of the features of a living language is that it constantly changes with new words finding their way into th...
THE EXTENT OF COMPUTER LITERACY AMONG SECONDARY SCHOOL SCIENCE TEACHERS
ABSTRACT
Due to the necessity of everybody to become computer literate in our society, have made us to carry out this pr...
