Noise robust voice activity detection using features extracted from the time-domain autocorrelation function

Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010

Volumn , Issue , 2010, Pages 3118-3121

  Ghaemmaghami, Houman ^a   Baker, Brendan ^a   Vogt, Robbie ^a   Sridharan, Sridha ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

Autocorrelation; High noise; Time domain analysis; Voice activity detection; Zero crossing rate

Indexed keywords

AUTOCORRELATION; CORRELATION DETECTORS; FEATURE EXTRACTION; SPEECH COMMUNICATION; SPEECH RECOGNITION; TIME DOMAIN ANALYSIS;

AUTOCORRELATION FUNCTIONS; CROSS CORRELATIONS; HIGH NOISE; HIGH NOISE ENVIRONMENTS; STATE OF THE ART; TOTAL ERROR RATES; VOICE ACTIVITY DETECTION; ZERO CROSSING RATE; AUTO CORRELATION; NOISE ROBUST; SPEECH DETECTION; TIME DOMAIN; TIME-DOMAIN ANALYSIS; VOICE-ACTIVITY DETECTIONS; VOICED SPEECH;

TIME DOMAIN ANALYSIS; AUTOCORRELATION;

EID: 79959855182     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Haigh, J. A., Mason, J. S., "Robust voice activity detection using cepstral features," in TENCON '93. Conference on Computer, Communication, Control and Power Engineering Proceedings.1993 IEEE Region 10, 1993, pp. 321-324 vol.3.
2. Rangoussi, M., Delopoulos, A., Tsatsanis, M., "On the use of higher-order statistics for robust endpoint detection of speech," in Higher-Order Statistics, 1993., IEEE Signal Processing Workshop on, 1993, pp. 56-60.
3. Nemer, E., Goubran, R., Mahmoud, S., "Robust voice activity detection using higher-order statistics in the LPC residual domain," IEEE Trans. Speech Audio Process., vol. 9, no. 3, pp. 217-231, Mar. 2001. (Pubitemid 32300847)
4. Kristjansson, T., Deligne, S., Olsen, P., "Voicing Features for Robust Speech Detection," Interspeech-Eurospeech, submitted, 2005, Lisboa, Portugal.
5. Dou, H., Bao, C., Li, R., "A voice activity detection using cyclic statistics based on sinusoidal speech model," International Conference on Signal Processing, 2008. ICSP 2008. 9th, vol., no., pp.1239-1242, 26-29 Oct. 2008.
6. Fisher, E., Tabrikian, J., Dubnov, S., "Generalized likelihood ratio test for voiced-unvoiced decision in noisy speech using the harmonic model," IEEE Transactions on Audio, Speech, and Language Processing, vol.14, no.2, pp. 502-510, March 2006. (Pubitemid 46405351)
7. Abdulla, W.H., Guan, Z., Sou, H. C., "Noise robust speech activity detection," International Symposium on Signal Processing and Information Technology (ISSPIT), IEEE 2009, vol., no., pp.473-477, 14-17 Dec. 2009.
8. Ramirez, J., Yelamos, P., Gorriz, J. M., "SVM-based speech endpoint detection using contextual speech features," Electronics Letters, vol.42, no.7, pp. 426-428, 30 Mar. 2006.
9. Sohn, J., Kim, N. S., Sung, W., "A statistical model-based voice activity detection," Signal Processing Letters, IEEE, vol.6, no.1, pp.1-3, Jan 1999.
10. Eom, K. B., Chellappa, R., "Classification of voiced and unvoiced speech by hierarchical stochastic modeling," International Conference on Pattern Recognition, 1994. Vol. 3 - Conference C: Signal Processing, Proceedings of the 12th IAPR, vol., no., pp.20-24 vol.3, 9-13 Oct 1994.
11. Dean, D., Vogt, R., Mason, M., Sridharan, S., "The QUT-NOISE-TIMIT corpus for the evaluation of voice activity detection algorithms," Submitted to Interspeech 2010.
12. ITU-T Recommendation G.729 Annex B, "A silence compression scheme for G.729 optimized for terminals conforming to recommendation v.70," 1996.
13. Li, J. Y., Liu, B., Wang R. H., Dai, L. R., "A complexity reduction of ETSI advanced front-end for DSR," International Conference on Acoustics, Speech, and Signal Processing, Proceedings. (ICASSP '04). IEEE, vol.1, no., pp. I-61-4 vol.1, 17-21 May 2004.
14. Ramirez, J., Segura, J.C., Benitez, C., de la Torre, A., "Voice activity detection with noise reduction and long term spectral divergence estimation," Int. Conference on Acoustics, Speech, and Signal Processing, Proceedings. Proceedings. IEEE, vol.2, no., pp. ii-1093-6 vol.2, 17-21 May 2004.