Real-time Speech and Music Classification by Large Audio Feature Space Extraction

• Κύριος συγγραφέας: Eyben, Florian (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Θέματα: Engineering.; User interfaces (Computer systems).; Computational linguistics.; Acoustical engineering.; Signal, Image and Speech Processing.; User Interfaces and Human Computer Interaction.; Engineering Acoustics.; Computational Linguistics.

This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the automated analysis and classification of speech and music. It defines several standard acoustic parameter sets and describes their implementation in a novel, open-source, audio analysis framework c...

Πίνακας περιεχομένων:

• Abstract
• Introduction
• Acoustic Features and Modelling
• Standard Baseline Feature Sets
• Real-time Incremental Processing
• Real-life Robustness
• Evaluation
• Discussion and Outlook
• Appendix
• Mel-frequency Filterbank Parameters.