Turkish Speech Recognition Based On Deep Neural Networks

Turkish Speech Recognition Based On Deep Neural Networks

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In this paper we develop a Turkish speech recognition (SR) system  using deep neural networks and compare it with the previous state-of-the-art traditional Gaussian mixture model-hidden Markov model (GMM-HMM) method using the same Turkish speech dataset and the same large vocabulary Turkish corpus....

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Bibliographic Details
Main Authors: Ussen Abre KIMANUKA, Osman BUYUK
Format: Article
Language:English
Published: Suleyman Demirel University 2018-10-01
Series:Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi
Subjects:
Turkish speech recognition
Deep neural network; Gaussian mixture model; Hidden markov model; GMM-HMM; DNN-HMM
Online Access:http://dergipark.org.tr/sdufenbed/issue/39695/470071?publisher=sdu-1

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http://dergipark.org.tr/sdufenbed/issue/39695/470071?publisher=sdu-1

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