A study of computation speed-UPS of the GMM-UBM speaker recognition system

Keywords

Computer science, Computation, Speaker recognition, Speech recognition, Artificial intelligence

References

• Comparison of background normalization methods for text-independent speaker verificationDouglas A. Reynolds — 1997

Cited by

• Modeling intra-speaker variability for speaker recognitionHagai Aronowitz, Dror Irony, David Burshtein — 2005
• Real-time speaker identificationPasi Frati, Evgeny Karpov, Tomi Kinnunen — 2004
• Structural Gaussian mixture models for efficient text-independent speaker verificationBing Xiang, Toby Berger — 2002
• Efficient online cohort selection method for speaker verificationTomi Kinnunen, Evgeny Karpov, Pasi Fränti — 2004
• The use of subvector quantization and discrete densities for fast GMM computation for speaker verificationGuoli Ye, Brian Mak — 2010
• An adaptive speaker verification system with speaker dependent a priori decision thresholdsNikki Mirghafori, Larry Heck — 2002
• Efficient speaker identification and retrievalHagai Aronowitz, David Burshtein — 2005
• Gaussian selection applied to text-independent speaker verificationRoland Auckenthaler, John S. Mason — 2001
• Text independent speaker recognition using speaker dependent word spottingHagai Aronowitz, David Burshtein, Amihood Amir — 2004
• Automatic spoken language identification utilizing acoustic and phonetic speech informationKim-Yung Eddie Wong — 2004
• System kontroli dostępu oparty na biometrycznej weryfikacji głosuJakub Gałka, Mariusz Mąsior, Sehabudin Salasa — 2014
• Distributed systems: Principles and ParadigmsAndrew S. Tanenbaum, Maarten van Steen — 2001
• Fast GMM computation for speaker verification using scalar quantization and discrete densitiesGuoli Ye, Brian Mak, Man‐Wai Mak — 2009
• Model compression for GMM based speaker recognition systemsDouglas A. Reynolds — 2003
• Speaker indexing in audio archives using test utterance Gaussian mixture modelingHagai Aronowitz, David Burshtein, Amihood Amir — 2004
• Real-time speaker identification using speaker model distanceHossein Zeinali, Hossein Sameti, Hossein Hadian — 2015
• Fast approach to speaker identification for large population using MLLR and sufficient statisticsAchintya Kumar Sarkar, Shakti P. Rath, S. Umesh — 2010
• Efficient Speaker Recognition Using Approximated Cross Entropy (ACE)Hagai Aronowitz, David Burshtein — 2007
• Voiceprint identification based on model clusteringJian Hua, Jianbin Zheng, Huaqiao Xiong — 2013
• A fast two-level Speaker Identification method employing sparse representation and GMM-based methodsHossein Zeinali, Hossein Sameti, Hossein Khaki — 2012

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• Speaker independent phoneme recognition with an auditory model and a neural network: a comparison with traditional techniquesTimothy R. Anderson — 1991
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