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Nonlinear Analyses and Algorithms for Speech Processing

International Conference on Non-Linear Speech Processing, Nolisp 2005, Barcelona, Spain, April 19-22, 2005, Revised Selected Papers

By: Marcos Faundez-Zanuy (Editor), LÃ©onard Janer (Editor), Anna Esposito (Editor)

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Paperback | 19 January 2006

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We present in this volume the collection of ?nally accepted papers of NOLISP 2005 conference. It has been the third event in a series of events related to N- linear speech processing, in the framework of the European COST action 277 "Nonlinear speech processing". Many speci?cs of the speech signal are not well addressed by conv- tional models currently used in the ?eld of speech processing. The purpose of NOLISP is to present and discuss novel ideas, work and results related to alternative techniques for speech processing, which depart from mainstream approaches. With this intention in mind, we provide an open forum for discussion. Alt- nate approaches are appreciated, although the results achieved at present may not clearly surpass results based on state-of-the-art methods. The call for papers was launched at the beginning of 2005, addressing the following domains: 1. Non-Linear Approximation and Estimation 2. Non-Linear Oscillators and Predictors 3. Higher-Order Statistics 4. Independent Component Analysis 5. Nearest Neighbors 6. Neural Networks 7. Decision Trees 8. Non-Parametric Models 9. Dynamics of Non-Linear Systems 10. Fractal Methods 11. Chaos Modeling 12. Non-Linear Di?erential Equations 13. Others All the main ?elds of speech processing are targeted by the workshop, namely: 1. Speech Coding: Thebit rateavailablefor speechsignalsmustbe strictly l- ited in order to accommodate the constraints of the channel resource.

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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 Graphical & Digital Media Applications 3D Graphics & Modelling Databases Data Capture & Analysis Engineering & Technology Electronics & Communications Engineering

Electronics Engineering Business Applications Library & Info Sciences Library & Information Services Literature, Poetry & Plays History & Criticism of Literature

The COST-277 European action : an overview	p. 1
Neuro-fuzzy logic in signal processing for communications : from bits to protocols	p. 10
Connected operators for signal and image processing	p. 37
Exploiting high-level information provided by ALISP in speaker recognition	p. 66
MLP internal representation as discriminative features for improved speaker recognition	p. 72
Weighting scores to improve speaker-dependent threshold estimation in text-dependent speaker verification	p. 81
Parameter optimization in a text-dependent cryptographic-speech-key generation task	p. 92
The COST-277 speech database	p. 100
Children's organization of discourse structure through pausing means	p. 108
F0 and intensity distributions of Marsec speakers : types of speaker prosody	p. 116
A two-level drive - response model of non-stationary speech signals	p. 125
Advanced methods for glottal wave extraction	p. 139
Cepstrum-based estimation of the harmonics-to-noise ratio for synthesized and human voice signals	p. 150
Pseudo cepstral analysis of Czech vowels	p. 161
Bispectrum estimators for voice activity detection and speech recognition	p. 174
On the acoustic-to-electropalatographic mapping	p. 186
Issues in clinical applications of bilateral multi-step predictive analysis of speech	p. 196
Optimal size of time window in nonlinear features for voice quality measurement	p. 206
Support vector machines applied to the detection of voice disorders	p. 219
Synthesis of disordered voices	p. 231
Voice pathology detection by vocal cord biomechanical parameter estimation	p. 242
A speech recognizer based on multiclass SVMs with HMM-guided segmentation	p. 257
Segment boundaries in low latency phonetic recognition	p. 267
Third-order moments of filtered speech signals for robust speech recognition	p. 277
New sub-band processing framework using non-linear predictive models for speech feature extraction	p. 284
Noise robust automatic speech recognition with adaptive quantile based noise estimation and speech band emphasizing filter bank	p. 291
Spotting multilingual consonant-vowel units of speech using neural network models	p. 303
Novel sub-band adaptive systems incorporating Wiener filtering for binaural speech enhancement	p. 318
Maximum a posterior probability and cumulative distribution function equalization methods for speech spectral estimation with application in noise suppression filtering	p. 328
Modeling fluctuations of voiced excitation for speech generation based on recursive Volterra systems	p. 338
A simple, quasi-linear, discrete model of vocal fold dynamics	p. 348
Blind channel deconvolution of real world signals using source separation techniques	p. 357
Method for real-time signal processing via wavelet transform	p. 368
Table of Contents provided by Blackwell. All Rights Reserved.

Nonlinear Analyses and Algorithms for Speech Processing

International Conference on Non-Linear Speech Processing, Nolisp 2005, Barcelona, Spain, April 19-22, 2005, Revised Selected Papers

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