Neural Network Based Hausa Language Speech Recognition

Abstract

 Speech recognition is a key element of diverse applications in communication systems, medical transcription systems, security systems etc. However, there has been very little research in the domain of speech processing for African languages, thus, the need to extend the frontier of research in order to port in, the diverse applications based on speech recognition. Hausa language is an important indigenous lingua franca in west and central Africa, spoken as a first or second language by about fifty million people. Speech recognition of Hausa Language is presented in this paper. A pattern recognition neural network was used for developing the system.

Authors and Affiliations

Matthew Luka, Ibikunle Frank, Gregory Onwodi

Keywords

Related Articles

Multi Spectral Image Classification Method with Selection of Independent Spectral Features through Correlation Analysis

Multi spectral image classification method with selection processes of independent spectral features through correlation analysis is proposed. The proposed method is validated by applying to the polarimetric Synthetic Ap...

 Seamless Location Measuring System with Wifi Beacon Utilized and GPS Receiver based Systems in Both of Indoor and Outdoor Location Measurements

 A seamless location measuring system with WiFi beacon utilized and GPS receiver based systems in both of indoor and outdoor location measurements is proposed. Through the experiments in both of indoor and outdoor,...

Memetic Algorithm with Filtering Scheme for the Minimum Weighted Edge Dominating Set Problem

The minimum weighted edge dominating set problem (MWEDS) generalizes both the weighted vertex cover problem and the problem of covering the edges of graph by a minimum cost set of both vertices and edges. In this paper,...

 Thresholding Based Method for Rainy Cloud Detection with NOAA/AVHRR Data by Means of Jacobi Itteration Method

 Thresholding based method for rainy cloud detection with NOAA/AVHRR data by means of Jacobi iteration method is proposed. Attempts of the proposed method are made through comparisons to truth data which are provide...

Method for Face Identification with Facial Action Coding System: FACS Based on Eigen Value Decomposion

Method for face identification based on eigen value decomposition together with tracing trajectories in the eigen space after the eigen value decomposition is proposed. The proposed method allows person to person differe...

Download PDF file
  • EP ID EP92665
  • DOI -
  • Views 145
  • Downloads 0

How To Cite

Matthew Luka, Ibikunle Frank, Gregory Onwodi (2012).  Neural Network Based Hausa Language Speech Recognition. International Journal of Advanced Research in Artificial Intelligence(IJARAI), 1(2), 39-44. https://europub.co.uk./articles/-A-92665