Speech overlap detection and attribution using convolutive non-negative sparse coding

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

Volumn , Issue , 2012, Pages 4181-4184

  Vipperla, Ravichander ^a   Geiger, Jürgen T ^b   Bozonnet, Simon ^a   Wang, Dong ^a   Evans, Nicholas ^a   Schuller, Björn ^b   Rigoll, Gerhard ^b  

^a EURECOM   (France)

^b TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

convolutive non negative sparse coding; overlap detection; speaker attribution; speaker diarization

Indexed keywords

NON-NEGATIVE SPARSE CODING; SPEAKER ATTRIBUTION; SPEAKER CLUSTERING; SPEAKER DIARIZATION; SPEECH-OVERLAPS;

DETECTORS; HIDDEN MARKOV MODELS; SIGNAL PROCESSING;

SPEECH RECOGNITION;

EID: 84867599879     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6288840     Document Type: Conference Paper

References (12)

1. M. Huijbregts and C. Wooters, "The blame game: performance analysis of speaker diarization system components," in Proc. INTER-SPEECH' 07, Antwerp, Belgium, September 2007, pp. 1857-1860.
2. X. Anguera, S. Bozonnet, N. Evans, C. Fredouille, O. Vinyals, and G. Friedland, "Speaker diarization: A review of recent research," IEEE Transactions on Audio, Speech, and Language Processing, Special Issue on New Frontiers in Rich Transcription, 2011.
3. C. Fredouille and N. Evans, "The influence of speech activity detection and overlap on the speaker diarization for meeting room recordings," in Proc. INTERSPEECH'07, Antwerp, Belgium, September 2007, pp. 2953-2956.
4. K. Boakye, O. Vinyals, and G. Friedland, "Improved overlapped speech handling for speaker diarization," in Proc. INTERSPEECH'11, Florence, Italy, August 2011, pp. 941-944.
5. S. Otterson and M. Ostendorf, "Efficient use of overlap information in speaker diarization," in Proc. ASRU, Kyoto, Japan, December 2007, pp. 683-686.
6. K. Boakye, B. Trueba-Hornero, O. Vinyals, and G. Friedland, "Overlapped speech detection for improved diarization in multi-party meetings," in Proc. ICASSP'08, Las Vegas, Nevada, USA, 2008, pp. 4353-4356.
7. P. Smaragdis, "Convolutive speech bases and their application to supervised speech separation," IEEE Transactions on Audio, Speech, and Language Processing, vol. 15, no. 1, pp. 1-12, 2007.
8. W. Wang, "Convolutive non-negative sparse coding," in IEEE International Joint Conference on Neural Networks., 2008, pp. 3681-3684.
9. D. D. Lee and H. S. Seung, "Learning the parts of objects by nonnegative matrix factorization," Nature, vol. 401, pp. 788-791, 1999.
10. D. D. Lee and H. S. Seung, "Algorithms for non-negative matrix factorization," in Proc. NIPS, 2000, pp. 556-562.
11. P. D. O'Grady and B. A. Pearlmutter, "Convolutive non-negative matrix factorisation with a sparseness constraint," in Machine Learning for Signal Processing, 2006, pp. 427-432.
12. S. Bozonnet, N.W. D. Evans, and C. Fredouille, "The LIA-EURECOM RT'09 Speaker Diarization System: Enhancements in speaker modelling and cluster purification," in Proc. ICASSP'10, Dallas, Texas, USA, March 2010, pp. 4958-4961.