Longer Features: They do a speech detector good

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012

Volumn 2, Issue , 2012, Pages 1354-1357

  Tsai, T J ^a,b   Morgan, Nelson ^a,b  

^a UNIVERSITY OF CALIFORNIA   (United States)

^b INTERNATIONAL COMPUTER SCIENCE INSTITUTE   (United States)

Author keywords

Spectrotemporal features; Speech activity detection

Indexed keywords

2-D GABOR FILTER; EQUAL ERROR RATE; GABOR FEATURE; NOISY ENVIRONMENT; RELATIVE REDUCTION; SPECTRAL AND TEMPORAL MODULATIONS; SPECTROTEMPORAL FEATURES; SPEECH ACTIVITY DETECTIONS;

SPECTROGRAPHS;

ADAPTIVE BOOSTING;

EID: 84878395103     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Mesgarani, N. and Shamma, S., "Speech Processing with a Cortical Representation of Audio", Proc. of ICASSP, pp. 5872-5875, 2011.
2. Bach, J. H., Anemuller, J. and Kollmeier, B., "Robust speech detection in real acoustic backgrounds with perceptually motivated features", Speech Communication 53, pp. 690-706, 2011.
3. Markaki, M. and Stylianou, Y., "Discrimination of speech from nonspeech in broadcast news based on modulation frequency features", Speech Communication 53, pp. 726-735, 2011.
4. H. Hermansky and N. Morgan, "RASTA Processing of Speech, " IEEE Trans. Speech and Audio Proc., 2(4): 578-589, 1994.
5. H. Hermansky and S. Sharma, "Temporal Patterns (TRAPS) in ASR of Noisy Speech, " IEEE Proc. ICASSP, Phoenix, Arizona, USA, 1999.
6. Mesgarani, N., Slaney, M. and Shamma, S. A., "Discrimination of Speech From Nonspeech Based on Multiscale Spectro-Temporal Modulations", in IEEE Transactions on Audio, Speech, and Language Processing, Vol. 14, No. 3, May 2006.
7. Meyer, B. T., Ravuri, S. V., Schadler, M. R., and Morgan, N., "Comparing Different Flavors of Spectro-Temporal Features for ASR", in Proc. of Interspeech, pp. 1269-1272, 2011.
8. J.H. Friedman, "Greedy Function Approximation: A Gradient Boosting Machine", Annals of Statistics 29(5): pp. 1189-1232, 2001.