Ebook: Nonlinear Analyses and Algorithms for Speech Processing

Издательство Springer, 2010, -209 pp.International Conference on Nonlinear Speech Processing, NOLISP 2009. Vic, Spain, June 25-27, 2009. Revised Selected Papers.
This volume contains the proceedings of NOLISP 2009, an ISCA Tutorial and Workshop on Non-Linear Speech Processing held at the University of Vic (Catalonia, Spain) during June 25-27, 2009.
NOLISP 2009 was preceded by three editions of this biannual event held 2003 in Le Croisic (France), 2005 in Barcelona, and 2007 in Paris. The main idea of NOLISP workshops is to present and discuss new ideas, techniques and results related to alternative approaches in speech processing that may depart from the mainstream. In order to work at the front-end of the subject area, the following domains of interest have been defined for NOLISP 2009: non-linear approximation and estimation, non-linear oscillators and predictors, higher-order statistics, independent component analysis, nearest neighbors, neural networks, decision trees, non-parametric models, dynamics for non-linear systems, fractal methods, chaos modeling, non-linear differential equations.Keynote Talks
Multimodal Speech Separation
Audio Source Separation Using Hierarchical Phase-Invariant Models
Visual Cortex Performs a Sort of Non-linear ICA
Contributed Talks
High Quality Emotional HMM-Based Synthesis in Spanish
Glottal Source Estimation Using an Automatic Chirp Decomposition
Automatic Classification of Regular vs. Irregular Phonation Types
The Hartley Phase Spectrum as an Assistive Feature for Classification
Speech Enhancement for Automatic Speech Recognition Using Complex Gaussian Mixture Priors for Noise and Speech
Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture
Score Function for Voice Activity Detection
Digital Watermarking: New Speech and Image Applications
Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis
Spectral Multi-scale Product Analysis for Pitch Estimation from Noisy Speech Signal
Automatic Formant Tracking Method Using Fourier Ridges
Robust Features for Speaker-Independent Speech Recognition Based on a Certain Class of Translation-Invariant Transformations
Time-Frequency Features Extraction for Infant Directed Speech Discrimination
Wavelet Speech Feature Extraction Using Mean Best Basis Algorithm
Perceptually Motivated Generalized Spectral Subtraction for Speech Enhancement
Coding of Biosignals Using the Discrete Wavelet Decomposition
Reducing Features from Pejibaye Palm DNA Marker for an Efficient Classification
Mathematical Morphology Preprocessing to Mitigate AWGN Effects: Improving Pitch Tracking Performance in Hard Noise Conditions
Deterministic Particle Filtering and Application to Diagnosis of a Roller Bearing
Applications of Cumulants in Speech Processing
The Growing Hierarchical Recurrent Self Organizing Map for Phoneme Recognition
Phoneme Recognition Using Sparse Random Projections and Ensemble Classifiers