Investigating privacy-sensitive features for speech detection in multiparty conversations

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2009, Pages 2243-2246

  Parthasarathi, Sree Hari Krishnan ^a,b   Magimai Doss, Mathew ^a   Bourlard, Hervé ^a,b   Gatica Perez, Daniel ^a,b  

^a IDIAP RESEARCH INSTITUTE   (Switzerland)

^b EPFL   (Switzerland)

Author keywords

Multiparty conversation; Privacy sensitive features; Speech detection

Indexed keywords

DATA SETS; MULTI-PARTY CONVERSATIONS; SENSITIVE FEATURES; SPECTRAL FLATNESS; SPEECH DETECTION; SPEECH SIGNALS; ZERO CROSSING RATE;

SPEECH COMMUNICATION;

FEATURE EXTRACTION;

EID: 70450182695     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. D. P. W. Ellis and K. Lee, "Accessing minimal impact personal audio archives." IEEE Multimedia, vol. 13, pp. 30-38, 2006.
2. D. Wyatt, T. Choudhury, and H. Kautz, "Capturing spontaneous conversation and social dynamics: a privacy sensitive data collection effort." Proc. ICASSP, 2007.
3. S. Basu, "Conversational scene analysis." PhD Dissertation, Massachusetts Institute of Technology. Dept. of Electrical Engineering and Computer Science, 2002.
4. D. Wyatt, T. Choudhury, J. Bilmes, and H. Kautz, "A Privacy-sensitive approach to modeling multi-person conversations." Proc. IJCAI, 2007.
5. J. Dines, J. Vepa, and T. Hain, "The segmentation of multichannel meeting recordings for automatic speech recognition." in Proc. Interspeech, Pittsburgh, USA, 2006.
6. B. S. Atal and L. R. Rabiner, "A pattern recognition approach to voiced-unvoiced-silence classification with applications to speech recognition." IEEE Transactions on Acoustics Speech and Signal Processing, 1976.
7. S. N. Wrigley, G. J. Brown, V. Wan, and S. Renals, "Speech and crosstalk detection in multichannel audio." IEEE Transactions on Speech and Audio Processing, 2005.
8. J. Makhoul, "Linear prediction: A tutorial review." Proc. the IEEE, pp. 561-580, 1975.
9. J. S. Garofolo, C. D. Laprun, M. Michel, V. M. Stanford, and E. Tabassi, "The NIST meeting room pilot corpus." in Proc. LREC, 2004.
10. J. Carletta, S. Ashby, S. Bourban, M. Guillemot, M. Kronenthal, G. Lathoud, M. Lincoln, I. McCowan, T. Hain,W. Kraaij,W. Post, J. Kadlec, P.Wellner, M. Flynn, and D. Reidsma, "The AMI meeting corpus." in Proc. MLMI, 2005.
11. S. Burger, V. MacLaren, and H. Yu, "The ISL meeting corpus: The impact of meeting type on speech style." in Proc. ICSLP, 2002.
12. A. Janin, D. Baron, J. Edwards, D. Ellis, D. Gelbart, N. Morgan, B. Peskin, T. Pfau, E. Shriberg, A. Stolcke, and C. Wooters, "The ICSI meeting corpus." in Proc. ICASSP, 2003.
13. S. H. K. Parthasarathi, P. Motlicek, and H. Hermansky, "Exploiting contextual information for speech/non-speech detection." in Proc. TSD 2008, 2008.