Gaussian process experts for voice conversion

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2011, Pages 2761-2764

  Pilkington, Nicholas C V ^a   Zen, Heiga ^a   Gales, Mark J F ^a  

^a TOSHIBA CORPORATION   (Japan)

Author keywords

Gaussian processes; GMM; Voice conversion

Indexed keywords

CONVENTIONAL APPROACH; GAUSSIAN PROCESSES; GMM; JOINT PROBABILITY; OVERFITTING; SPECTRAL CONVERSION; TARGET FEATURE; VOICE CONVERSION;

GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC);

SPEECH PROCESSING;

EID: 84865737668     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Y. Stylianou, O. Capṕe, and E. Moulines, "Continuous probabilistic transform for voice conversion," IEEE Trans. Speech Audio Process., vol. 6, no. 2, pp. 131-142, 1998.
2. A. Kain and M. Macon, "Spectral voice conversion for text-tospeech synthesis," in Proc. ICASSP, 1998, pp. 285-288.
3. C. Rasmussen and C. Williams, Gaussian processes for machine learning. MIT Press, 2006.
4. T. Toda, A. Black, and K. Tokuda, "Voice conversion based on maximum-likelihood estimation of spectral parameter trajectory," IEEE Trans. Acoust. Speech Lang. Process., vol. 15, no. 8, pp. 2222-2235, 2007.
5. H. Zen, Y. Nankaku, and K. Tokuda, "Continuous stochastic feature mapping based on trajectory HMMs," IEEE Trans. Acoust. Speech Lang. Process., vol. 19, no. 2, pp. 417-430, 2011.