This volume and its companion volume LNAI 4441 constitute a state-of-the-art survey in the field of speaker classification. Together they address such intriguing issues as how speaker characteristics are manifested in voice and speaking behavior. The nineteen contributions in this volume are organized into topical sections covering fundamentals, characteristics, applications, methods, and evaluation.
Speaker Classification I
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Voice ID Policy Leader,
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This review is from: Speaker Classification I: Fundamentals, Features, and Methods (Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence) (No. 1) (Paperback)
This is a very substantive, well organized, and informative book. The articles provided come from some of the world's leaders in this vital area of speaker classification, and related forensic and automatic processing topics. Some presentations are useful, if not fully evidentiary or complete, presentations of how or why voices can be identified or classified based on the acoustic and linguistic aspects of the spoken communications. While somewhat weak on the extensive historical work on what speaker or channel distortions or variabilities can be handled to reliably provide forensically solid evidence, this work provides a valuable single-volume source for a variety of reviews of automatic speaker classification and some aspects of the aural-perceptual (human-expert) methods of analysis. Apparently a second volume is planned, hopefully to provide some guidance about additional research and development needs, and practical steps in using these tools for forensic or other practical applications.
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speech under stress, spoken language processing, speech prosody, forensic linguistics, coming paradigm shift, second language acquisition, speech synthesis, dialog systems, audio processing, speech translation, speech technology, gut table, adult speaker age, automatic speaker classification, speaker identification accuracy, matched noise conditions, forensic speaker recognition, phone recognizers, human machine dialog systems, speaker detector, automatic speaker recognition systems, forensic phonetics, irregular phonation, speaker identification results, detection cost function Key Phrases - Capitalized Phrases (CAPs): (learn more)
International Conference, Signal Processing, Speech Communication, New York, Springer-Verlag Berlin Heidelberg, Journal of Voice, Journal of Phonetics, Cambridge University Press, European Conference, Application-Independent Evaluation, Enhancing Speaker Discrimination, Acoustic Analysis of Adult Speaker Age, Academic Press, San Diego, Los Alamitos, Computer Society Press, Feature Level, British English, Frame Based Features, Hong Kong, San Francisco, American English, Folia Phoniatrica, United States, Englewood Cliffs Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Surprise Me!
speech under stress, spoken language processing, speech prosody, forensic linguistics, coming paradigm shift, second language acquisition, speech synthesis, dialog systems, audio processing, speech translation, speech technology, gut table, adult speaker age, automatic speaker classification, speaker identification accuracy, matched noise conditions, forensic speaker recognition, phone recognizers, human machine dialog systems, speaker detector, automatic speaker recognition systems, forensic phonetics, irregular phonation, speaker identification results, detection cost function Key Phrases - Capitalized Phrases (CAPs): (learn more)
International Conference, Signal Processing, Speech Communication, New York, Springer-Verlag Berlin Heidelberg, Journal of Voice, Journal of Phonetics, Cambridge University Press, European Conference, Application-Independent Evaluation, Enhancing Speaker Discrimination, Acoustic Analysis of Adult Speaker Age, Academic Press, San Diego, Los Alamitos, Computer Society Press, Feature Level, British English, Frame Based Features, Hong Kong, San Francisco, American English, Folia Phoniatrica, United States, Englewood Cliffs Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Surprise Me!
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