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Nonlinear Speech Modeling and Applications

Advanced Lectures and Revised Selected Papers

By: Gerard Chollet (Editor), Anna Esposito (Editor), Marcos Faundez-Zanuy (Editor)

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Paperback | 4 July 2005

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This volume contains invited and contributed papers presented at the 9th International Summer School "Neural Nets E.R. Caianiello" on Nonlinear Speech Processing: Al- rithms and Analysis, held in Vietri sul Mare, Salerno, Italy, during September 13-18, 2004. The aim of this book is to provide primarily high-level tutorial coverage of the ?elds related to nonlinear methods for speech processing and analysis, including new approaches aimed at improving speech applications. Fourteen surveys are offered by specialists in the ?eld. Consequently, the volume may be used as a reference book on nonlinear methods for speech processing and an- ysis. Also included are ?fteen papers that present original contributions in the ?eld and complete the tutorials. The volume is divided into ?ve sections: Dealing with Nonlinearities in Speech S- nal, Acoustic-to-Articulatory Modeling of Speech Phenomena, Data Driven and Speech Processing Algorithms, Algorithms and Models Based on Speech Perception Mec- nisms, and Task-Oriented Speech Applications. Dealing with Nonlinearities in Speech Signals is an introductory section where n- linear aspects of the speech signal are introduced from three different points of view. The section includes three papers. The ?rst paper, authored by Anna Esposito and Maria Marinaro, is an attempt to introduce the concept of nonlinearity revising several nonl- ear phenomena observed in the acoustics, the production and the perception of speech. Also discussed is the engineering endeavor to model these phenomena.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Audio Processing Artificial Intelligence Natural Language & Machine Translation Systems Analysis & Design Databases Data Capture & Analysis Expert Systems & Knowledge-Based Systems Humanities Library & Info Sciences

Library & Information Services Literature, Poetry & Plays History & Criticism of Literature Computer Architecture & Logic Design

Dealing with Nonlinearities in Speech Signals
Some Notes on Nonlinearities of Speech	p. 1
Nonlinear Speech Processing: Overview and Possibilities in Speech Coding	p. 15
Signal Processing in a Nonlinear, NonGaussian, and Nonstationary World	p. 43
Acoustic-to-Articulatory Modeling of Speech Phenomena
The Analysis of Voice Quality in Speech Processing	p. 54
Identification of Nonlinear Oscillator Models for Speech Analysis and Synthesis	p. 74
Speech Modelling Based on Acoustic-to-Articulatory Mapping	p. 114
Data Driven and Speech Processing Algorithms
Underdetermined Blind Separation of Speech Signals with Delays in Different Time-Frequency Domains	p. 136
Data Driven Approaches to Speech and Language Processing	p. 164
Cepstrum-Based Harmonics-to-Noise Ratio Measurement in Voiced Speech	p. 199
Predictive Connectionist Approach to Speech Recognition	p. 219
Modeling Speech Based on Harmonic Plus Noise Models	p. 244
Algorithms and Models Based on Speech Perception Mechanisms
Text Independent Methods for Speech Segmentation	p. 261
Nonlinear Adaptive Speech Enhancement Inspired by Early Auditory Processing	p. 291
Perceptive, Non-linear Speech Processing and Spiking Neural Networks	p. 317
Task Oriented Speech Applications
An Algorithm to Estimate Anticausal Glottal Flow Component from Speech Signals	p. 338
Non-linear Speech Feature Extraction for Phoneme Classification and Speaker Recognition	p. 344
Segmental Scores Fusion for ALISP-Based GMM Text-Independent Speaker Verification	p. 351
On the Usefulness of Almost-Redundant Information for Pattern Recognition	p. 357
An Audio-Visual Imposture Scenario by Talking Face Animation	p. 365
Cryptographic-Speech-Key Generation Using the SVM Technique over the lp-Cepstral Speech Space	p. 370
Nonlinear Speech Features for the Objective Detection of Discontinuities in Concatenative Speech Synthesis	p. 375
Signal Sparsity Enhancement Through Wavelet Transforms in Underdetermined BSS	p. 384
A Quantitative Evaluation of a Bio-inspired Sound Segregation Technique for Two- and Three-Source Mixtures	p. 392
Application of Symbolic Machine Learning to Audio Signal Segmentation	p. 397
Analysis of an Infant Cry Recognizer for the Early Identification of Pathologies	p. 404
Graphical Models for Text-Independent Speaker Verification	p. 410
An Application to Acquire Audio Signals with ChicoPlus Hardware	p. 416
Speech Identity Conversion	p. 421
Robust Speech Enhancement Based on NPHMM Under Unknown Noise	p. 427
Author Index	p. 433
Table of Contents provided by Publisher. All Rights Reserved.

Nonlinear Speech Modeling and Applications

Advanced Lectures and Revised Selected Papers

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

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