Joint analysis of f0 and speech rate with functional data analysis

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2011, Pages 4972-4975

  Gubian, Michele ^a   Boves, Lou ^a   Cangemi, Francesco ^b  

^a RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

^b AIX MARSEILLE UNIVERSITÉ   (France)

Author keywords

Functional Data Analysis; Neapolitan Italian; Principal Component Analysis; Prosody; Speech re synthesis

Indexed keywords

CONTINUOUS FUNCTIONS; CONTINUOUS SPEECH; CONTOUR SHAPE; FUNCTIONAL DATA ANALYSIS; JOINT ANALYSIS; NEAPOLITAN ITALIAN; PRINCIPAL COMPONENTS; PROSODY; SPEECH FEATURES; SPEECH RATES; SPEECH RESEARCH;

DATA REDUCTION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING; SPEECH PROCESSING;

SPEECH COMMUNICATION;

EID: 80051650664     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947472     Document Type: Conference Paper

References (12)

1. H. Fujisaki, "Dynamic characteristics of voice fundamental frequency in speech and singing," in The Production of Speech, P.F. MacNeilage, Ed., pp. 39-47. Springer-Verlag New York Heidelberg Berlin, 1983.
2. D. R. Ladd, Intonational Phonology, Cambridge University Press, 1996.
3. J. 't. Hart, R. Collier, and A. Cohen, A perceptual study of intonation: An experimental approach to speech melody, Cambridge University Press, Cambridge, Mass., 1990.
4. D. Klatt, "Review of text-to-speech conversion for english," J. Acoust. Soc. Amer., vol. 83, pp. 737-783, 1987.
5. J. van Santen, "Timing," in Multilingual Text-to-Speech Synthesis: The Bell Labs Approach, R. Sproat, Ed., pp. 115-140. 1998.
6. J. O. Ramsay and B. W. Silverman, Functional Data Analysis - 2nd Ed., Springer, 2005.
7. S. Ohno, M. Fukumiya, and H. Fujisaki, "Quantitative analysis of the local speech rate and its application to speech synthesis," in Proc. ICSLP '96, Philadelphia, PA, Oct. 1996, vol. 4, pp. 2254-2257.
8. M. Gubian, F. Cangemi, and L. Boves, "Automatic and data driven pitch contour manipulation with functional data analysis," Proceedings of Speech Prosody, 11-14 May 2010, Chicago, USA, pp. 100954:1-4, 2010.
9. S.J. Eady and W.E. Cooper, "Speech intonation and focus location in matched statements and questions," J. Acoust. Soc. Amer, vol. 80, pp. 402-416, 1986.
10. P. Boersma and D. Weenink, "Praat: doing phonetics by computer (version 5.1.20) [computer program]," online: http://www.praat.org/, 2009.
11. F. Cangemi, F. Cutugno, B. Ludusan, D. Seppi, and D. Van Compernolle, "Assi - automatic speech segmentation for italian: tools, models, evaluation, and applications," in proceedings of 7th AISV Conference, Lecce, Italy, 2011.
12. M. D'Imperio, "Focus and tonal structure in neapolitan italian," Speech Communication, vol. 33, pp. 339-356, 2001.