model-based speaker identification system
A Review On Speaker Verification: Challenges And Issues
... individual based on the features of the claimed ...of speaker identification the speech sample from the individual has to be provided to the system for training the model for the ...
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A novel noise robust speaker identification system
... of speaker recognition evaluations (SRE) since ...GMM system with various noise reduction, feature enhancement and model-based compensation ...
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Kurdish speaker identification based on one dimensional convolutional neural network
... [19]. Speaker recognition can be classified into two parts in term of the data which are text-dependent and ...builds based on the one or some specific phrases that the speaker says such as password, ...
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Bi-level Speaker Identification System: Impac...
... on system performance is re-introduced in the NIST SRE 2012 [14] which led the research community to further concentration on this ...a speaker recognition ...i-vector based speaker ...
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An Overview on Speaker Identification Technologies
... for speaker recognition task ...in speaker recognition. The GMM needs sufficient data to model the speaker, and hence good ...to speaker identification with that of other ...
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Spectral Restoration Based Speech Enhancement for Robust Speaker Identification
... a Speaker identification system is to identity information regarding any speaker which is categorized into two sub-categories called as Speaker identification (SID) and ...
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Speaker Identification System based on PLP Coefficients and Artificial Neural Network
... In the final operation of PLP analysis, ( ) is approximated by the spectrum of an all-pole model using the autocorrelation method of all-pole spectral modelling. We give here only a brief overview of its ...
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A Model Selection Based Self Splitting Gaussian Mixture Learning with Application to Speaker Identification
... in speaker identification performance between K -means with randomly selected initial means and binary-splitting K -means clustering for initialization of GMM ...GMM-based speaker identifica- ...
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AN EFFICIENT SVM BASED SPEAKER VERIFICATION SYSTEM
... Speaker verification has earned speaker recognition its classification as a "behavioral ...biometric". Speaker identification systems can also be implemented covertly without the ...
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On the impact of using optimization search method in large speaker database based on hybrid modeling over experimental investigation
... difference hybrid pattern classification approach for text independent speaker identification.. system; in these approaches, we combined a hybrid decision tree, GMM and VQ model.[r] ...
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Text Independent Speaker Modeling and Identification Based On MFCC Features
... automatic speaker recognition technology, with an emphasis on text- independent ...recognition. Speaker recognition has been studied actively for several ...automatic speaker recognition, concerning ...
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Evolutionary computation for model structure selection in system identification
... The performance of the algorithm is further evaluated by implementing it to real-life modelling problems. Problems that are present in literature provide direct benchmarking opportunity in the study. Some real-life ...
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Comprehensive design and development of time efficiency speaker recognition model from front end to back end
... mixture model based speaker identification on increasing speaker data from 10-50.. Thus, our implementation[r] ...
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Speaker Identification in Network Environment
... [7]. Speaker identification has recently become an important research and development ...[4]. Speaker identification can be classified into two types, based on ...for ...
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Bayesian distance metric learning and its application in automatic speaker recognition systems
... Distinguish an individual by his or her voice is a God gifted human quality most take assure case in regular human-to-human association/ correspondence. Talking somebody via phone more often than not starts by ...
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Ear Identification System Based On Multi-Model Approach
... criteria based on face’s characteristics under a normal illumination condition, the skin color falls into a small region on the CbCr plane, and the luminance (Y) is uncorrelated with respect to the ...
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A SPEAKER RECOGNITION SYSTEM USING GAUSSIAN MIXTURE MODEL
... Abstract—Automatic speaker recognition system identifies a person from the information contained in the speech ...the speaker and the size of data available for modeling and ...Mixture Model ...
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Speaker identification system using MFCC procedure and noise reduction method
... similar system has been developed by other researcher. Each system has its own method as well as advantages and ...Each system has the same ...security system based on Biometric ...
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Design of An Intelligent Speaker Recognition System using Mel Frequency Cepstrum Coefficients and Vector Quantization for Biometric Authentication
... categories: Speaker identification and Speaker verification. In speaker identification, which speaker has uttered the given speech is found out, whereas in speaker ...
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System Identification of Wood Drying Process Based on ARMAX Model
... presents system identification of wood drying process based on ARMAX ...the system. The comparative study of RLS and FF-RLS to identify the system parameters is ...ARMAX model ...
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