A novel method for estimating the number of speakers based on generalized eigenvalue–vector decomposition and adaptive wavelet transform by using K-means clustering

Author:

Dehghan Firoozabadi AliORCID,Irarrazaval Pablo,Adasme Pablo,Zabala-Blanco David,Azurdia-Meza Cesar

Funder

Fondo Nacional de Desarrollo Científico y Tecnológico

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Signal Processing

Reference22 articles.

1. Nakashima, H., Mukai, T.: 3D sound source localization system based on learning of binaural hearing. In: Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 3534–3539 (2005)

2. Ikeda, A., Mizoguchi, H., Sasaki, Y., Enomoto, T., Kagami, S.: 2D sound source localization in azimuth and elevation from microphone array by using a directional pattern of element. In: Proceedings of IEEE Sensors, pp. 1213–1216 (2007)

3. Brandstein, M., Ward, D.: Microphone Arrays. Springer, Berlin (2001)

4. Han, K., Nehorai, A.: Improved source number detection and direction estimation with nested arrays and ULAs using jackknifing. IEEE Trans. Signal Process. 61(23), 6118–6128 (2013)

5. Arai, T.: Estimating number of speakers by the modulation characteristics of speech. In: Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 197–200 (2003)

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