A Bayesian Network Approach for Combining Pitch and Reliable Spectral Envelope Features for Robust Speaker Verification

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

Volumn 2688, Issue , 2003, Pages 78-85

  Arcienega, Mijail ^a   Drygajlo, Andrzej ^a  

^a EPFL   (Switzerland)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; KNOWLEDGE BASED SYSTEMS; SPEECH RECOGNITION;

GAUSSIAN MIXTURE MODEL; HIGH-LEVEL INFORMATION; ROBUST SPEAKER VERIFICATION; SPEAKER VERIFICATION; SPECTRAL ENVELOPES; STATISTICAL DEPENDENCIES; STATISTICAL DISTRIBUTION; TELEPHONE QUALITY;

BAYESIAN NETWORKS;

EID: 33745205107     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44887-x_10     Document Type: Article

References (6)

1. Reynolds, D. A., Rose, R.: Robust text-independent speaker identification using Gaussian mixture models. 3 (1995) 72-83
2. Pearl, J.: Probabilistic reasoning in intelligent systems: networks of plausible inference. Morgan Kaufmann Publishers (1988)
3. Arcienega, M., Drygajlo, A.: A Bayesian network approach for combining pitch and spectral envelope features for speaker verfication. In: COST 275 Workshop, "The Advents of Biometrics over the Internet", Rome, Italy (2002) 99-102
4. Renevey, P., Drygajlo, A.: Missing feature theory and probabilistic estimation of clean speech componenets for robust speech recognition. Volume 6., Budapest, Hungary (1999) 2627-2630
5. Drygajlo, A., El-Maliki, M.: Integration and imputation methods for unreliable feature compensation in GMM based speaker verification, Crete, Greece (2001) 107-112
6. Arcienega, M., Drygajlo, A.: Robust voiced/unvoiced decision associated to continuous pitch tracking in noisy telephone speech. Volume 4., Denver, Colorado USA (2002) 2433-2436