Fusion of acoustic and prosodic features for speaker clustering

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 5729 LNAI, Issue , 2009, Pages 210-217

  Žibert, Janez ^a   Mihelič, France ^b  

^a UNIVERSITY OF PRIMORSKA   (Slovenia)

^b UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC CHARACTERISTIC; ACOUSTIC CONDITIONS; ACOUSTIC INFORMATION; AGGLOMERATIVE CLUSTERING; AUDIO SIGNAL; BAYESIAN INFORMATION CRITERION; HIGHER-LEVEL INFORMATION; LAST STAGE; PITCH CONTOURS; PROSODIC FEATURES; PROSODY FEATURES; SIMILARITY MEASURE; SPEAKER CLUSTERING; SPEAKER DIARIZATION; WORK FOCUS;

CONTINUOUS SPEECH RECOGNITION;

ACOUSTICS;

EID: 70349849675     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-04208-9_31     Document Type: Conference Paper

References (16)

1. Chen, S.,Gopalakrishnan, P.S.: Speaker, environment and channel change detection and clustering via the Bayesian information criterion. In: Proceedings of the DARPA Speech Recognition Workshop, Lansdowne, Virginia, USA, pp. 127-132 (1998)
2. Delacourt, P., Bonastre, J., Fredouille, C., Merlin, T., Wellekens, C.: A Speaker Tracking System Based on Speaker Turn Detection for NIST Evaluation. In: Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2000), Istanbul, Turkey (June 2006)
3. Fiscus, J.G., Garofolo, J.S., Le, A., Martin, A.F., Pallett, D.S., Przybocki, M.A., Sanders, G.: Results of the Fall 2004 STT and MDE Evaluation. In: Proceedings of the Fall 2004 Rich Transcription Workshop, Palisades, NY, USA (2004)
4. Gallwitz, F., Niemann, H., Noth, E., Warnke, V.: Integrated recognition of words and prosodic phrase boundaries. Speech Communication 36(1-2), 81-95 (2002)
5. Jain, A., Nandakumar, K., Ross, A.: Score normalization in multimodal biometric systems. Pattern Recognition 38(12), 2270-2285 (2005)
6. Matsoukas, S., Schwartz, R., Jin, H., Nguyen, L.: Practical Implementations of Speaker- Adaptive Training. In: Proceedings of the 1997 DARPA Speech Recognition Workshop, Chantilly VA, USA (February 1997)
7. Meignier, S., Bonastre, J.-F., Fredouille, C., Merlin, T.: Evolutive HMM for Multi-Speaker Tracking System. In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Istanbul, Turkey (2000)
8. Shriberg, E., Ferrer, L., Kajarekar, S., Venkataraman, A., Stolcke, A.: Modeling prosodic feature sequences for speaker recognition. Speech Communication 46(3-4), 455-472 (2005)
9. Theodoridis, S., Koutroumbas, K.: Pattern Recognition, 2nd edn. Academic Press, Elsevier, USA (2003)
10. Tranter, S., Reynolds, D.: An Overview of Automatic Speaker Diarisation Systems. IEEE Transactions on Speech, Audio and Language Processing, Special Issue on Rich Transcription 14(5), 1557-1565 (2006)
11. Woodland, P.C.: The development of the HTK Broadcast News transcription system: An overview. Speech Communication 37(1-2), 47-67 (2002)
12. Žibert, J., Mihelič, F.: Development of Slovenian Broadcast News Speech Database. In: Proceedings of the International Conference on Language Resources and Evaluation (LREC 2004), Lisbon, Portugal, May 2004, pp. 2095-2098 (2004)
13. Žibert, J.: et al.: The COST278 Broadcast News Segmentation and Speaker Clustering Evaluation - Overview, Methodology, Systems, Results. In: Proceedings of Interspeech 2005, Lisbon, Portugal, pp. 629-632 (2005)
14. Žibert, J., Vesnicer, B.,Mihelič, F.: Novel Approaches to Speech Detection in the Processing of Continuous Audio Streams. In: Grimm, M., Kroschel, K. (eds.) Robust Speech Recognition and Understanding, pp. 23-48. I-Tech Education and Publishing, Croatia (2007)
15. Žibert, J., Mihelič, F.: Novel approaches to speaker clustering for speaker diarization in audio broadcast news data. In: Mihelič, F., Žibert, J. (eds.) Speech recognition: technologies and applications. Artificial intelligence series, pp. 341-362 (2008) ISBN 978-953-7619-29-9
16. Zhu, X., Barras, C., Meignier, S., Gauvain, J.-L.: Combining Speaker Identification and BIC for Speaker Diarization. In: Proceedings of Interspeech 2005 - Eurospeech, Lisbon, Portugal, pp. 2441-2444 (2005)