Gender Identification Of The Speaker Using DTW Method

Yucesoy E., NABIYEV V.

IEEE 17th Signal Processing and Communications Applications Conference, Antalya, Türkiye, 9 - 11 Nisan 2009, ss.519-520 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2009.5136385
  • Basıldığı Şehir: Antalya
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.519-520
  • Karadeniz Teknik Üniversitesi Adresli: Evet

Özet

This paper aims at automatically recognition of the gender through the speech signal being independent from the speaker. In this study it is purposed to decide the gender of the speaker by evaluating the distance of MFCC feature vectors DTW method has been used to warp the time series in the process of evaluating of the distance. As a test datag as well as the speech recordings consisting of one word the sentences consisting of the records in which speakers 'languages are different such as Turkish English and German. The results of the test experimented in the study show that the accuracy is [%] in the state of oneword while the accuracy is (% xw in the state of more than one word.