Speaker Classification I Fundamentals, Features, and Methods /

As well as conveying a message in words and sounds, the speech signal carries information about the speaker's own anatomy, physiology, linguistic experience and mental state. These speaker characteristics are found in speech at all levels of description: from the spectral information in the sou...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Müller, Christian (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
Σειρά:Lecture Notes in Computer Science, 4343
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Fundamentals
  • How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification
  • Speaker Classification Concepts: Past, Present and Future
  • Characteristics
  • Speaker Characteristics
  • Foreign Accent
  • Acoustic Analysis of Adult Speaker Age
  • Speech Under Stress: Analysis, Modeling and Recognition
  • Speaker Characteristics and Emotion Classification
  • Emotions in Speech: Juristic Implications
  • Applications
  • Application of Speaker Classification in Human Machine Dialog Systems
  • Speaker Classification in Forensic Phonetics and Acoustics
  • Forensic Automatic Speaker Classification in the “Coming Paradigm Shift”
  • The Many Roles of Speaker Classification in Speaker Verification and Identification
  • Methods and Features
  • Frame Based Features
  • Higher-Level Features in Speaker Recognition
  • Enhancing Speaker Discrimination at the Feature Level
  • Classification Methods for Speaker Recognition
  • Multi-stream Fusion for Speaker Classification
  • Evaluation
  • Evaluations of Automatic Speaker Classification Systems
  • An Introduction to Application-Independent Evaluation of Speaker Recognition Systems.