title   
  

Bir Türkçe konuşma tanıma sisteminin anatomisi (The anatomy of a Turkish speech recognition system)

Aksoylar, Cem and Mutluergil, Süha Orhun and Erdoğan, Hakan (2009) Bir Türkçe konuşma tanıma sisteminin anatomisi (The anatomy of a Turkish speech recognition system). In: IEEE 17th Signal Processing and Communications Applications Conference, 2009 (SIU 2009), Antalya, Türkiye

[img]
Preview
PDF - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
546Kb

Official URL: http://dx.doi.org/10.1109/SIU.2009.5136445

Abstract

In this paper, we present a Turkish speech recognition system we have developed. We will be giving information about the building of our system and tests we conducted on it. SUVoice voice database, along with METU 1.0, was used in the training of our acoustic models. We performed limited vocabulary and large vocabulary recognition tests. We have shown the performance of modernhidden Markov model based systems for Turkish speech recognition. For simple tasks, we can obtain 1% word error rate, whereas for large vocabulary tests the error rate is higher. This work will constitute a basis for more advanced future works in Turkish speech recognition and contribute to the accumulated knowledge in the field.

Item Type:Papers in Conference Proceedings
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK5101-6720 Telecommunication
ID Code:12746
Deposited By:Hakan Erdoğan
Deposited On:18 Nov 2009 21:18
Last Modified:25 May 2011 14:19

Repository Staff Only: item control page