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2016 | OriginalPaper | Buchkapitel

A Comparative Study of Different Approaches for the Speaker Recognition

verfasst von : Kanaka Durga Returi, Vaka Murali Mohan, Praveen Kumar Lagisetty

Erschienen in: Information Systems Design and Intelligent Applications

Verlag: Springer India

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Abstract

A Comparative Study of different Approaches for the Speaker Recognition is presented in this paper. In this study speaker speech signal is normalized. This normalized signal for the different function are tested with some of the parameters and compared with the original signal. Some of them are tested in this study those are Hamming function; Gaussian function; Blackman Harris function; Bertlett Hanning function; Chebyshev function; Kaiser function; Hann function and Parzen function. All these functions are tested are compared in this paper.

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Literatur
1.
Zurück zum Zitat Tobias Herbig., Franz Gerl., Wolfgang Minker, “Self-learning speaker identification for enhanced speech recognition” Computer Speech & Language, Volume 26, Issue 3, pp 210–227 (2012). Tobias Herbig., Franz Gerl., Wolfgang Minker, “Self-learning speaker identification for enhanced speech recognition” Computer Speech & Language, Volume 26, Issue 3, pp 210–227 (2012).
2.
Zurück zum Zitat Marco Matassoni., Maurizio Omologo., Diego, G., Piergiorgio Svaizer, “Hidden Markov model training with contaminated speech material for distant-talking speech recognition” Computer Speech & Language, Volume16, Issue 2, pp 205–223 (2002). Marco Matassoni., Maurizio Omologo., Diego, G., Piergiorgio Svaizer, “Hidden Markov model training with contaminated speech material for distant-talking speech recognition” Computer Speech & Language, Volume16, Issue 2, pp 205–223 (2002).
3.
Zurück zum Zitat Selami Sadıç., M. Bilginer Gülmezoğlu, “Common vector approach and its combination with GMM for text-independent speaker recognition” Expert Systems with Applications, Volume 38, Issue 9, pp 11394–11400 (2011). Selami Sadıç., M. Bilginer Gülmezoğlu, “Common vector approach and its combination with GMM for text-independent speaker recognition” Expert Systems with Applications, Volume 38, Issue 9, pp 11394–11400 (2011).
4.
Zurück zum Zitat Shung-Yung Lung, “Improved wavelet feature extraction using kernel analysis for text independent speaker recognition” Digital Signal Processing, Volume 20, Issue 5, pp 1400–1407 (2010). Shung-Yung Lung, “Improved wavelet feature extraction using kernel analysis for text independent speaker recognition” Digital Signal Processing, Volume 20, Issue 5, pp 1400–1407 (2010).
5.
Zurück zum Zitat Shung Yung Lung “Wavelet feature domain adaptive noise reduction using learning algorithm for text-independent speaker recognition” Pattern Recognition, Volume 40, Issue 9, pp 2603–2606 (2007). Shung Yung Lung “Wavelet feature domain adaptive noise reduction using learning algorithm for text-independent speaker recognition” Pattern Recognition, Volume 40, Issue 9, pp 2603–2606 (2007).
6.
Zurück zum Zitat E. Avci., D. Avci, “The speaker identification by using genetic wavelet adaptive network based fuzzy inference system” Expert Systems with Applications, Volume 36, Issue 6, pp 9928–9940 (2009). E. Avci., D. Avci, “The speaker identification by using genetic wavelet adaptive network based fuzzy inference system” Expert Systems with Applications, Volume 36, Issue 6, pp 9928–9940 (2009).
7.
Zurück zum Zitat Engin Avci, “A new optimum feature extraction and classification method for speaker recognition: GWPNN” Expert Systems with Applications, Vol. 32, Issue 2, pp 485–498 (2007). Engin Avci, “A new optimum feature extraction and classification method for speaker recognition: GWPNN” Expert Systems with Applications, Vol. 32, Issue 2, pp 485–498 (2007).
8.
Zurück zum Zitat Hamid Reza Tohidypour., Seyyed Ali Seyyedsalehi., Hossein Behbood., Hossein Roshandel “A new representation for speech frame recognition based on redundant wavelet filter banks” Speech Communication, Volume 54, Issue 2, pp 256–271 (2012). Hamid Reza Tohidypour., Seyyed Ali Seyyedsalehi., Hossein Behbood., Hossein Roshandel “A new representation for speech frame recognition based on redundant wavelet filter banks” Speech Communication, Volume 54, Issue 2, pp 256–271 (2012).
9.
Zurück zum Zitat Leandro D. Vignolo., Diego H. Milone., Hugo L. Rufiner, “Genetic wavelet packets for speech recognition” Expert Systems with Applications, Volume 40, Issue 6, pp 2350–2359 (2013). Leandro D. Vignolo., Diego H. Milone., Hugo L. Rufiner, “Genetic wavelet packets for speech recognition” Expert Systems with Applications, Volume 40, Issue 6, pp 2350–2359 (2013).
10.
Zurück zum Zitat Muhammad, S, A., Asif Zahoor, R, M “A new adaptive strategy to improve online secondary path modeling in active noise control systems using fractional signal processing approach” Signal Processing, Volume 107, pp 433–443 (2015). Muhammad, S, A., Asif Zahoor, R, M “A new adaptive strategy to improve online secondary path modeling in active noise control systems using fractional signal processing approach” Signal Processing, Volume 107, pp 433–443 (2015).
11.
Zurück zum Zitat B. Boashash., M.S. Khlif., T. Ben-Jabeur., C.E. East., P.B. Colditz “Passive detection of accelerometer-recorded fetal movements using a time–frequency signal processing approach” Digital Signal Processing, Volume 25, pp 134–155 (2014). B. Boashash., M.S. Khlif., T. Ben-Jabeur., C.E. East., P.B. Colditz “Passive detection of accelerometer-recorded fetal movements using a time–frequency signal processing approach” Digital Signal Processing, Volume 25, pp 134–155 (2014).
12.
Zurück zum Zitat Vítor Carvalho., Michael Belsley., Rosa M. Vasconcelos., Filomena O. Soares “Yarn periodical errors determination using three signal processing approaches” Digital Signal Processing, Volume 23, Issue 5, pp 1427–1440 (2013). Vítor Carvalho., Michael Belsley., Rosa M. Vasconcelos., Filomena O. Soares “Yarn periodical errors determination using three signal processing approaches” Digital Signal Processing, Volume 23, Issue 5, pp 1427–1440 (2013).
Metadaten
Titel
A Comparative Study of Different Approaches for the Speaker Recognition
verfasst von
Kanaka Durga Returi
Vaka Murali Mohan
Praveen Kumar Lagisetty
Copyright-Jahr
2016
Verlag
Springer India
DOI
https://doi.org/10.1007/978-81-322-2755-7_62

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