Advances in Nonlinear Speech Processing 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 (- talonia, Spain) during June 25-27, 2009. NOLISP2009wasprecededbythreeeditionsofthisbiannualeventheld2003 in Le Croisic (France), 2005 in Barcelona, and...
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| Format | eBook |
| Language | English |
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Netherlands
Springer Nature
2010
Springer Berlin / Heidelberg Springer |
| Edition | 1 |
| Series | Lecture notes in computer science. Lecture notes in artificial intelligence |
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| Online Access | Get full text |
| ISBN | 9783642115097 3642115098 9783642115080 364211508X |
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| Abstract | This volume contains the proceedings of NOLISP 2009, an ISCA Tutorial and Workshop on Non-Linear Speech Processing held at the University of Vic (- talonia, Spain) during June 25-27, 2009. NOLISP2009wasprecededbythreeeditionsofthisbiannualeventheld2003 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 de?ned for NOLISP 2009: 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 for non-linear systems 10. Fractal methods 11. Chaos modeling 12. Non-linear di?erential equations The initiative to organize NOLISP 2009 at the University of Vic (UVic) came from the UVic Research Group on Signal Processing and was supported by the Hardware-Software Research Group. We would like to acknowledge the ?nancial support obtained from the M- istry of Science and Innovation of Spain (MICINN), University of Vic, ISCA, and EURASIP. All contributions to this volume are original. They were subject to a doub- blind refereeing procedure before their acceptance for the workshop and were revised after being presented at NOLISP 2009. |
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| AbstractList | This volume contains the proceedings of NOLISP 2009, an ISCA Tutorial and Workshop on Non-Linear Speech Processing held at the University of Vic (- talonia, Spain) during June 25-27, 2009. NOLISP2009wasprecededbythreeeditionsofthisbiannualeventheld2003 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 de?ned for NOLISP 2009: 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 for non-linear systems 10. Fractal methods 11. Chaos modeling 12. Non-linear di?erential equations The initiative to organize NOLISP 2009 at the University of Vic (UVic) came from the UVic Research Group on Signal Processing and was supported by the Hardware-Software Research Group. We would like to acknowledge the ?nancial support obtained from the M- istry of Science and Innovation of Spain (MICINN), University of Vic, ISCA, and EURASIP. All contributions to this volume are original. They were subject to a doub- blind refereeing procedure before their acceptance for the workshop and were revised after being presented at NOLISP 2009. |
| Author | Sole-Casals, Jordi Zaiats, Vladimir |
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| Snippet | This volume contains the proceedings of NOLISP 2009, an ISCA Tutorial and Workshop on Non-Linear Speech Processing held at the University of Vic (- talonia,... |
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| SubjectTerms | Congresses Nonlinear theories Special computer methods Speech processing systems |
| Subtitle | International Conference on Nonlinear Speech Processing, NOLISP 2009, Vic, Spain, June 25-27, 2009, Revised Selected Papers |
| TableOfContents | Spectral Multi-scale Product for Pitch Estimation -- Evaluation -- Conclusion -- References -- Automatic Formant Tracking Method Using Fourier Ridges -- Introduction -- Formant Tracking Algorithm -- Pretreatment -- Time-Frequency Analysis -- Ridges Detection -- Continuity Constraint -- The Formant Arabic Database Labelling -- The Database Description -- Formant Track Labelling -- Results and Discussion -- Conclusion -- References -- Robust Features for Speaker-Independent Speech Recognition Based on a Certain Class of Translation-Invariant Transformations -- Introduction -- Method -- Translation-Invariant Transformations of Class CT -- Translation-Invariant Feature Candidates for ASR -- Experimental Setup -- Results and Discussion -- Conclusions -- References -- Time-Frequency Features Extraction for Infant Directed Speech Discrimination -- Introduction -- Method -- Feature Extraction -- Classification -- Experimental Results -- Database Description -- Results of Separate Classifiers -- Fusion -- Conclusions -- References -- Wavelet Speech Feature Extraction Using Mean Best Basis Algorithm -- Introduction -- Mean Best Basis Decomposition -- Wavelet Packet Cosine Transform (WPCT) -- Best Basis Algorithm -- Mean Best Basis Algorithm -- Feature Extraction -- Phoneme Recognition -- Conclusions -- References -- Perceptually Motivated Generalized Spectral Subtraction for Speech Enhancement -- Introduction -- Speech Enhancement Based on Perceptual Filterbank -- Auditory Filters Modelling -- Choice of Frequency Scale -- Perceptual Based Spectral Subtraction -- Results and Evaluation -- Conclusion -- References -- Coding of Biosignals Using the Discrete Wavelet Decomposition -- Introduction -- Discrete Wavelet Transform Analysis -- Quantization of Wavelet Coefficients at All the Stages, Midtread vs. Midrise -- Proposed Method -- Experiments -- Conclusions References -- Reducing Features from Pejibaye Palm DNA Marker for an Efficient Classification -- Introduction -- Pejibaye Palm Database -- Feature Reduction -- Discriminative Common Vector -- Principal Component Analysis -- Independent Component Analysis -- Classification System -- Support Vector Machine -- Artificial Neural Network -- Experiments and Results -- Conclusions -- References -- Mathematical Morphology Preprocessing to Mitigate AWGN Effects: Improving Pitch Tracking Performance in Hard Noise Conditions -- Introduction -- The Mathematical Morphology -- The Selected Pitch Tracking Algorithm -- Signal Preprocessing Based on Mathematical Morphology -- Conclusions -- References -- Deterministic Particle Filtering and Application to Diagnosis of a Roller Bearing -- Introduction -- State Representation of the Problem -- Roller Bearing Diagnosis -- Particular Filtering Applied to Diagnosis -- The Linear Gaussian Component Estimation -- Default Detection/Estimation -- Estimation/Detection Algorithm -- Initialisation -- Prediction/Correction of the Gaussian Component X -- Evolution of the Gaussian Component X, New Particles -- Likelihood Ratio -- Estimation/ Detection of U -- Redistribution -- Simulations and Results -- Conclusion -- References -- Applications of Cumulants in Speech Processing -- Introduction -- Integrals Involving Cyclic Products of Kernels -- Cumulants of General Bilinear Forms of Gaussian Random Vectors -- Applications -- References -- The Growing Hierarchical Recurrent Self Organizing Map for Phoneme Recognition -- Introduction -- Basic GHSOM Model -- The Proposed Competitive Learning Algorithm -- Experimental Results -- Conclusion -- References -- Phoneme Recognition Using Sparse Random Projections and Ensemble Classifiers -- Introduction -- Related Work -- Proposed Technique -- Feature Extraction -- Random Projections Title Page -- Preface -- Organization -- Table of Contents -- Multimodal Speech Separation -- Introduction -- Multimodality of Speech -- Multimodal Speech Separation -- From Audiovisual Speech Enhancement to Audiovisual Source Separation -- Audiovisual Source Separation -- Intelligent Room -- Conclusion -- References -- Audio Source Separation Using Hierarchical Phase-Invariant Models -- Introduction -- Hierarchical Phase-Invariant Models -- General Formulation -- Prior Distributions over the Model Parameters -- Inference Algorithms and Results -- Conclusion -- References -- Visual Cortex Performs a Sort of Non-linear ICA -- Introduction -- V1VisualCortexModel -- PDF Factorization through V1 Divisive Normalization -- Image Model -- V1 Normalized Components Are Approximately Independent -- Results -- Mutual Information Measures -- Marginal and Conditional PDFs -- Conclusions -- References -- High Quality Emotional HMM-Based Synthesis in Spanish -- Introduction -- HMM-Based Speech Synthesis -- Vocal Tract Modelling -- Mixed Excitation -- Contextual Factors -- Evaluation of Speech Database -- Emotion Modelling -- Adaptation of Style Models -- Results -- Subjective Evaluation -- Objective Evaluation -- Conclusions -- References -- Glottal Source Estimation Using an Automatic Chirp Decomposition -- Introduction -- ZZT-Based Decomposition of Speech -- Chirp Decomposition of Speech -- Experimental Results -- Results on Synthetic Speech -- Results on Real Speech -- Conclusion -- References -- Automatic Classification of Regular vs. Irregular Phonation Types -- Introduction -- Speech Data Set -- Acoustic Cues -- Fundamental Frequency (F0) -- Normalized RMS Amplitude (NRMS) -- Smoothed-Energy Difference Amplitude (SED) -- Shift-Difference Amplitude (SDA) -- Power Peak Rising and Falling Degrees (PWP) -- Intraframe Periodicity (IFP) -- Classification Evaluation -- Conclusions -- References -- The Hartley Phase Spectrum as an Assistive Feature for Classification -- Introduction -- The Hartley Phase Spectrum -- Applications of the Hartley Phase Spectrum -- The Hartley Phase Spectrum as an Assistive Tool for Feature Extraction and Classification -- Spectrograms' Implementation and Feature Selection -- Databases -- Spectrogram Selection and Classification Scheme -- Experimental Results and Discussion -- Classification Results for Speech and Audio Signals -- Additional Classification Results and Discussion -- Conclusions -- References -- Speech Enhancement for Automatic Speech Recognition Using Complex Gaussian Mixture Priors for Noise and Speech -- Introduction -- A Gaussian Mixture Model for Noise -- Derivation of MMSE Clean Speech Estimators Using Gaussian Mixture Priors -- Experimental Results -- Conclusions -- References -- Improving Keyword Spotting with a Tandem BLSTM-DBN Architecture -- Introduction -- Keyword Spotter Components -- Dynamic Bayesian Network -- Bidirectional LSTM Network -- Architecture -- Experiments -- Conclusion -- References -- Score Function for Voice Activity Detection -- Introduction -- Entropy -- Exploring Score Function as Non-linear Transformation -- Score Function -- Other Functions -- Proposed Method -- Experiments -- Conclusions -- References -- Digital Watermarking: New Speech and Image Applications -- Introduction -- Image Processing Applications -- Speech Processing Applications -- Conclusions -- References -- Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis -- Ataxia SCA2 Incidence -- Independent Component Analysis Applied to EOG Data -- Experimental Results and Discussion -- Conclusion -- References -- Spectral Multi-scale Product Analysis for Pitch Estimation from Noisy Speech Signal -- Introduction -- Multi-scale Product Ensemble Classifiers-Random Forests -- Experimental Setup -- Discussion -- Competitive Results -- Future Work -- References -- Author Index |
| Title | Advances in Nonlinear Speech Processing |
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