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

• Main Author: Eyben, Florian (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: 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...

Table of Contents:

• 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.