Text-independent speaker identification using soft channel selection in home robot environments

IEEE Transactions on Consumer Electronics

Volumn 54, Issue 1, 2008, Pages 140-144

  Ji, Mikyong ^a   Kim, Sungtak ^a   Kim, Hoirin ^a   Yoon, Ho Sub ^b  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b Electronics and Telecommunications Research Institute (ETRI)   (South Korea)

Author keywords

Human robot interaction; Hypothesis combination; Multiple microphones; Speaker identification; Speaker recognition

Indexed keywords

HUMAN COMPUTER INTERACTION; MICROPHONES; ROBOTICS; UBIQUITOUS COMPUTING;

HYPOTHESIS COMBINATION; MULTIPLE MICROPHONES; SOFT CHANNEL SELECTION; SPEAKER IDENTIFICATION;

SPEECH RECOGNITION;

EID: 41649098188     PISSN: 00983063     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCE.2008.4470036     Document Type: Article

References (8)

1. Q. Lin, E Jan, and J. Flanagan,, "Microphone arrays and speaker identification," IEEE Trans. Speech, Audio Processing, vol. 2, no. 4, pp. 622-629, Oct. 1994.
2. I. A. McCowan, J. Pelecanos, and S. Sridharan, "Robust speaker recognition using microphone arrays," in Proc. Speaker Odyssey: The Speaker Recognition Workshop (Odyssey2001), Crete, Greece, 2001, pp. 101-106.
3. Q. Jin, Y. Pan, and T. Schultz, "Far-field speaker recognition," in Proc. Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP2006), Toulouse, France, 2006, pp. 937-940.
4. D. A. Reynolds, "Speaker identification and verification using Gaussian mixture speaker models," Speech Commu., vol. 17, pp. 91-108. 1995.
5. D. A. Reynolds, and R. C. Rose, "Robust speaker identification using Gaussian mixture speaker models," IEEE Trans. Speech, Audio Processing, vol. 3, no. 1, pp. 72-83. 1995.
6. J. Kittler, M. Hatef, R. P. W. Duin, and J. Matas, "On combining classifiers," IEEE Trans. Pattern Analysis andMachine Intelligence vol. 20, no. 3, pp. 226-239. 1998.
7. B. Narayanaswamy and R. Gangadharaiah, "Extracting additional information from Gaussian mixture model probabilities for improved text-independent speaker identification," in Proc. Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP2005), Philadelphia, USA, 2005, vol. 1, pp. 621-624.
8. A. Dempster, N. Laird, and D. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," Journal of the Royal Statistical Society, vol. 39, pp. 1-38. 1977.