Survey and evaluation of acoustic features for speaker recognition

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

Volumn , Issue , 2011, Pages 5444-5447

  Lawson, A ^a   Vabishchevich, P ^a   Huggins, M ^b   Ardis, P ^a   Battles, B ^a   Stauffer, A ^a  

^a RADC Inc   (United States)

^b OASIS Inc   (United States)

Author keywords

acoustic features; feature fusion; speaker recognition

Indexed keywords

ACOUSTIC FEATURES; FEATURE FUSION; SPEAKER IDENTIFICATION; SPEAKER RECOGNITION; SPEAKING STYLES;

SIGNAL PROCESSING; SPEECH COMMUNICATION; SPEECH RECOGNITION;

FEATURE EXTRACTION;

EID: 80051656878     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947590     Document Type: Conference Paper

References (13)

1. S.B. Davis and P. Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences," IEEE Trans. ASSP, vol. 28, no. 4, 357-366, 1980
2. H. Hermansky, "Perceptual linear prediction (PLP) analysis of speech", JASA, Vol. 87, No. 4 April 1990.
3. Haizhou Li, et al., "The I4U System In NIST 2008 Speaker Recognition Evaluation", ICASSP, Taipei, Taiwan, 2009.
4. D. E. Sturim, W. M. Campbell, Z. N. Karam, D. A. Reynolds, F. S. Richardson "The MIT Lincoln Laboratory 2008 Speaker Recognition System", Interspeech, Brighton, UK, 2009.
5. Sachin S Kajarekar, Nicolas Scheffer, Martin Graciarena, Elizabeth Shriberg, Andreas Stolcke, Luciana Ferrer, Tobias Bockle, "The SRI NIST 2008 Speaker Recognition Evaluation System", ICASSP, Taipei, Taiwan, 2009.
6. M. Grimaldi and F. Cummins. "Speaker Identification Using Instantaneous Frequencies". IEEE Transactions on Audio, Speech, and Language Processing, 16(6):1097-1111, 2008.
7. T. Dau, D. Puschel, and A. Kohlrausch, "A quantitative model of the 'effective' signal processing in the auditory system: I. Model structure," J. Acoust. Soc. Am., vol. 99, 3615-3622, 1996.
8. T.F. Quatieri, N. Malyska, and D.E. Sturim. "Auditory Signal Processing As A Basis For Speaker Recognition", 2003 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 19-22 Oct. 2003.
9. Yapanel, U and Hansen, J. "A new perceptually motivated MVDR-based acoustic front-end (PMVDR) for robust automatic speech recognition.", Speech Communication, Vol. 50, 2, Feb. 2008.
10. Qi Li, An auditory-based transform for audio signal processing:, Applications of Signal Processing to Audio and Acoustics, 2009, WASPAA '09.
11. W. M. Campbell, Z. N. Karam, D. E. Sturim, "Speaker Comparison with Inner Product Discriminant Functions" in NIPS 2009, pp. 364-37.
12. H. Lei & E. Lopez "Mel, Linear, and Antimel Frequency Cepstral Coefficients in Broad Phonetic Regions for Telephone Speaker Recognition", Interspeech 2009, Brighton, UK, 2009.
13. Lu, X., Dang, J. "Physiological feature extraction for text-independent speaker identification using non-uniform subband processing", Proc. of ICASSP, 2007.