Unsupervised acoustic sub-word unit detection for query-by-example spoken term detection

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

Volumn , Issue , 2011, Pages 4436-4439

  Huijbregts, Marijn ^a   McLaren, Mitchell ^a   Van Leeuwen, David ^a  

^a RADBOUD UNIVERSITY NIJMEGEN   (Netherlands)

Author keywords

acoustic sub word unit generation; speaker diarization; Spoken term detection; zero resource speech recognition

Indexed keywords

BROADCAST DATA; BROADCAST NEWS; DETECTION SYSTEM; QUERY-BY-EXAMPLE; SEGMENT DURATION; SPEAKER DIARIZATION; SPEAKER MODEL; SPEECH RECORDING; SPOKEN TERM DETECTION; ZERO RESOURCE SPEECH RECOGNITION;

SEARCH ENGINES; SIGNAL DETECTION; SPEECH COMMUNICATION; TELEPHONE SETS; TELEPHONE SYSTEMS;

SPEECH RECOGNITION;

EID: 80051626575     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5947338     Document Type: Conference Paper

References (15)

1. L. Boves, R. Carlson, E. Hinrichs, D. House, S. Krauwer, L. Lemnitzer, M. Vainio, and P. Wittenburg, "Resources for speech research: Present and future infrastructure needs," in proceedings of Interspeech, 2009.
2. Judith Kessens and David van Leeuwen, "N-best: The northern- and southern-dutch benchmark evaluation of speech recognition technology," in Interspeech, Antwerp, Belgium, August 2007.
3. Marijn Huijbregts and Franciska de Jong, "Robust speech/non-speech classification in heterogeneous multimedia content," Speech Communication, vol. In Press, Corrected Proof, 2010.
4. Marijn Huijbregts, Segmentation, diarization and speech transcription : surprise data unraveled, Ph.D. thesis, Enschede, November 2008.
5. L.F.M. ten Bosch and B. Cranen, "A computational model for unsupervised word discovery," in proceedings of Interspeech, Antwerp, Belgium, 2009.
6. Yaodong Zhang and James Glass, "Towards multi-speaker unsupervised speech pattern discovery," in proceedings of ICASSP, Dallas, 2010.
7. Balakrishnan Varadarajan, Sanjeev Khudanpur, and Emmanuel Dupoux, "Unsupervised learning of acoustic sub-word units," in proceedings of HLT'08, Columbus, Ohio, 2008.
8. T.J. Hazen, W. Shen, and C. White, "Query-by-example spoken term detection using phonetic posteriorgram templates," in proceedings of the IEEE Workshop on Automatic Speech Recognition and Understanding, December 2009.
9. G. Schwartz, "Estimating the dimension of a model," The Annals of Statistics, vol. 6, no. 2, pp. 461-464, 1978.
10. Jitendra Ajmera, H. Bourlard, I. Lapidot, and I. McCowan, "Unknown-multiple speaker clustering using HMM," in proceedings of the International Conference on Spoken Language Processing (ICSLP), Denver, Colorado, USA, 2002.
11. Xavier Anguera, Robust Speaker Diarization for Meetings, Ph.D. thesis, Universitat Politecnica De Catalunya, 2006.
12. Shaobing S. Chen and P. Gopalakrishnan, "Speaker, environment and channel change detection and clustering via the bayesian information criterion," in proceedings of DARPA Broadcast News Transcription and Understanding Workshop, Virginia, USA, 1998.
13. Niko Brummer, Lukas Burget, and et al., "Fusion of heterogenous speaker recognition systems in the stbu submission for the nist speaker recognition evaluation 2006," in proceedings of IEEE TASLP, September 2007.
14. Marijn Huijbregts and David van Leeuwen, "Towards automatic speaker retrieval for large multimedia archives," in proceedings of 3d ACM Workshop on Automated Information Extraction in Media Productions, Firenze, Italy, October 2010.
15. Aren Jansen, Kenneth Church, and Hynek Hermansky, "Towards spoken term discovery at scale with zero resources," in proceedings of Interspeech, Makuhari, Japan, 2010.