Advances in Non-Linear Modeling for Speech Processing

• Main Authors: Holambe, Raghunath S. (Author), Deshpande, Mangesh S. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2012.
• Series: SpringerBriefs in Electrical and Computer Engineering,
• Subjects: Engineering.; Artificial intelligence.; Computational linguistics.; Signal, Image and Speech Processing.; Language Translation and Linguistics.; Artificial Intelligence (incl. Robotics).

Advances in Non-Linear Modeling for Speech Processing includes advanced topics in non-linear estimation and modeling techniques along with their applications to speaker recognition. Non-linear aeroacoustic modeling approach is used to estimate the important fine-structure speech events, which are no...

Table of Contents:

• From the Contents: Speech production mechanism
• Linear speech production model
• Nonlinearity in speech production
• Nonlinear dynamic system model
• Speech perception mechanism
• Summary
• Autoregressive models
• Linear autoregressive model
• Nonlinear autoregressive model
• Nonlinear measurement and modeling using Teager energy operator
• Teager energy operator (TEO)
• Vocal tract aeroacoustic flow
• Energy measurement
• Energy separation
• Noise suppression using TEO.