UID:
almahu_9949460279502882
Umfang:
1 online resource (192 p.)
ISBN:
3-86219-175-3
Anmerkung:
Description based upon print version of record.
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Dissertation--Kassel Univ., 2011.
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""Front cover ""; ""Titelseite ""; ""Impressum ""; ""Acknowledgments""; ""Contents""; ""1 Speech as a source of information""; ""1.1 Allure of human speech""; ""1.2 Information in speech""; ""1.3 Speech complexity""; ""1.4 Speech variability""; ""2 Goal and theoretical orientation of the re-search""; ""2.1 Interdisciplinary overview""; ""2.2 Objectives and methods""; ""2.3 Defining concepts""; ""2.4 Areas of application""; ""2.5 Hypotheses and expectations""; ""2.6 Structure of the dissertation""; ""3 Speaker recognition: from Philosophy to Artificial Intelligence""
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""3.1 Establishing the terrain""""3.2 Personal identity: complexity and multidimension-ality""; ""3.2.1 Concept of identity, characteristics and criteria""; ""3.2.2 Personal identity and language""; ""3.2.3 Philosophical considerations""; ""3.3 Perception, representation and cognition""; ""3.3.1 Symbolism and connectionism""; ""3.3.2 Human brain and levels of perception""; ""3.4 Concluding remarks""; ""4 Speech and speaker-specific information""; ""4.1 Speech chain""; ""4.1.1 Speech production""; ""4.1.2 Speech transmission""; ""4.1.3 Speech perception""
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""4.1.4 Neural correlates in speech processing""""4.2 Empirical studies of speaker perception""; ""4.2.1 Infantile perception of speaker's identity""; ""4.2.2 Socio-psychological studies in speaker recognition and identification ""; ""4.3 Concluding remarks""; ""5 Computational analysis of speech""; ""5.1 Speech processing models""; ""5.1.1 Modelling speech production""; ""5.1.2 Modelling speech perception""; ""5.2 Speech processing methods""; ""5.2.1 Basic components""; ""5.2.2 Classification of methods""; ""5.2.3 Feature extraction methods""; ""5.2.4 Model generation methods""
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""5.2.5 Matching procedure and decision methods""""5.3 Pattern recognition in speech and speaker processing ""; ""5.3.1 Overview""; ""5.3.2 Statistical processing""; ""5.3.3 The connectionist approach""; ""5.4 Speaker recognition and identification: studies, simulations and experiments""; ""5.5 Concluding remarks""; ""6 Framework: design and architecture""; ""6.1 Overview""; ""6.2 Speech production: data description""; ""6.3 Digital representation of speech""; ""6.4 Computational speech perception""; ""6.4.1 From acoustic waves to auditory images""
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""6.4.2 Statistical characteristics of auditory images""""6.4.3 Computational models of speaker recognition""; ""6.4.4 Performance evaluation""; ""7 Experimental setup and interpretation of results""; ""7.1 No cross-validation""; ""7.2 10-folds cross-validation""; ""7.3 Speaker recognition: human versus machine""; ""8 Conclusion""; ""8.1 Output of the research""; ""8.1.1 Theoretical framework""; ""8.1.2 Computational framework""; ""8.2 Application areas""; ""8.3 Future research directions""; ""8.4 Final thoughts""; ""References""; ""Appendix""; ""Back cover ""
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English
Weitere Ausg.:
ISBN 3-86219-174-5
Sprache:
Englisch
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