dc.contributor.author | Shariffah Fauziah, Jap | |
dc.contributor.author | Chekima, Ali | |
dc.contributor.author | Mazlina, Mamat | |
dc.contributor.author | Wan Mahani, Abdullah | |
dc.date.accessioned | 2009-11-18T03:12:43Z | |
dc.date.available | 2009-11-18T03:12:43Z | |
dc.date.issued | 2009-10-11 | |
dc.identifier.citation | p.5B5 1 - 5B5 6 | en_US |
dc.identifier.uri | http://dspace.unimap.edu.my/123456789/7327 | |
dc.description | Organized by School of Mechatronic Engineering (UniMAP) & co-organized by The Institution of Engineering Malaysia (IEM), 11th - 13th October 2009 at Batu Feringhi, Penang, Malaysia. | en_US |
dc.description.abstract | This paper presents the initial effort to perform speaker verification by utilizing the speech signal characteristics found in
individual’s voice to recognize its speaker. A total of six speakers from different backgrounds were selected as sample and each of them is required to pronounces numbers zero to nine for 5 times. The recorded speech signal then undergoes a series of speech processing, which contains Pre-emphasis, Framing, Windowing and Endpoint Detection. To obtain the features of each speech signal, the Linear Prediction Coefficients (LPC) technique is used. The collection of LPC coefficients then were feed to the Multilayer Perceptron Neural Network trained by Back Propagation algorithm, which acts as a pattern matching
algorithm. The results show that the speech signal has the potential to be used to verify its speaker in high accuracy. | en_US |
dc.description.sponsorship | Technical sponsored by IEEE Malaysia Section | en_US |
dc.language.iso | en | en_US |
dc.publisher | Universiti Malaysia Perlis | en_US |
dc.relation.ispartofseries | Proceedings of the International Conference on Man-Machine Systems (ICoMMS 2009) | en_US |
dc.subject | Speech signal | en_US |
dc.subject | Speech processing systems | en_US |
dc.subject | Signal processing | en_US |
dc.subject | Linear Prediction Coefficients (LPC) | en_US |
dc.subject | Biometrics | en_US |
dc.subject | Biometry | en_US |
dc.subject | Automatic identification | en_US |
dc.title | Speaker verification based on speech signal | en_US |
dc.type | Working Paper | en_US |
dc.contributor.url | chekima@ums.edu.my | en_US |