Speaker identification with whispered speech based on modified LFCC parameters and feature mapping

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

Volumn , Issue , 2009, Pages 4553-4556

  Fan, Xing ^a   Hansen, John H L ^a  

^a The University of Texas at Dallas   (United States)

Author keywords

Feature mapping; Linear scale cepstrum coefficients; Speaker identification; Whisper

Indexed keywords

A-FRAMES; CEPSTRAL COEFFICIENTS; CHANNEL EFFECT; CLOSED SET; FEATURE COMPENSATION; FEATURE MAPPING; FEATURE VECTORS; FEATURE-BASED; GAUSSIAN MIXTURE MODEL; HIGH ENERGY; LINEAR FREQUENCY; LINEAR SCALE CEPSTRUM COEFFICIENTS; PERIODIC EXCITATIONS; SPEAKER IDENTIFICATION; SPEAKER RECOGNITION; SPECTRAL ANALYSIS; SPECTRAL STRUCTURE; WHISPER; WHISPERED SPEECH;

ACOUSTICS; LOUDSPEAKERS; MAPPING; SIGNAL PROCESSING; SPECTRUM ANALYSIS; SPECTRUM ANALYZERS;

SPEECH RECOGNITION;

EID: 70349193705     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2009.4960643     Document Type: Conference Paper

References (10)

1. X. Li, "Reconstruction of Speech from Chinese Whispers," [PhD], Nanjing University, China, 2004
2. T. Ito, K. Takeda and F. Itakura, "Analysis and Recognition of Whispered Speech," Speech Communication 45, pp.139-152, 2005
3. Q. Jin, S. S. Jou and T. Schultz, "Whispering Speaker Identification," IEEE International Conference on Multimedia and Expo, 2007.
4. M. Matsuda and H. Kasuya, "Acoustic Nature of theWhisper," EUROSPEECH, pp.137-140, 1999
5. S. T. Jovicic, "Formant Feature Differences between Whispered and Voiced Sustained Vowels," Acustica-acta, 84(4), pp.739-743, 1998
6. C. Zhang and J. H. L. Hansen, "Analysis and Classification of Speech Mode: Whisper through Shouted," INTERSPEECH 2007
7. D. A. Reynolds, "Channel Robust Speaker Verification via Feature Mapping," vol.2, 2003, pp.II-53-6,in IEEE International Conference on acoustic, speech and signal processing
8. X. Fan and J. H. L. Hansen, "Speaker identification for whispered speech based on frequency warping and score competition," INTERSPEECH 2008
9. P.J. Moreno, B. Raj, R.M.Stern, "Data-driven environmental compensation for speech recognition: a unified approach", Speech Communication 24 pp.267-285, 1998.
10. M. Mason, R. Vogt, B. Baker and S. Sridharan, "Data-driven clustering for blind feature mapping in speaker verification", pp, 3109-3112, In INTERSPEECH-2005.