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Lecture Notes in Artificial Intelligence 7015 Subseries of Lecture Notes in Computer Science LNAISeriesEditors RandyGoebel UniversityofAlberta,Edmonton,Canada YuzuruTanaka HokkaidoUniversity,Sapporo,Japan WolfgangWahlster DFKIandSaarlandUniversity,Saarbrücken,Germany LNAIFoundingSeriesEditor JoergSiekmann DFKIandSaarlandUniversity,Saarbrücken,Germany Carlos M. Travieso-González Jesús B. Alonso-Hernández (Eds.) Advances in Nonlinear Speech Processing 5th International Conference on Nonlinear Speech Processing, NOLISP 2011 Las Palmas de Gran Canaria, Spain, November 7-9, 2011 Proceedings 1 3 SeriesEditors RandyGoebel,UniversityofAlberta,Edmonton,Canada JörgSiekmann,UniversityofSaarland,Saarbrücken,Germany WolfgangWahlster,DFKIandUniversityofSaarland,Saarbrücken,Germany VolumeEditors CarlosM.Travieso-González JesúsB.Alonso-Hernández UniversityofLasPalmasdeGranCanaria InstituteforTechnologicalDevelopment andInnovationinCommunications(IDETIC) SignalsandCommunicationsDepartment CampusdeTafira,s/n,35017LasPalmasdeGranCanaria,Spain E-mail:{ctravieso,jalonso}@dsc.ulpgc.es ISSN0302-9743 e-ISSN1611-3349 ISBN978-3-642-25019-4 e-ISBN978-3-642-25020-0 DOI10.1007/978-3-642-25020-0 SpringerHeidelbergDordrechtLondonNewYork LibraryofCongressControlNumber:2011939528 CRSubjectClassification(1998):I.2.7,I.5.3,I.5.4,G.1.7,G.1.8 LNCSSublibrary:SL7–ArtificialIntelligence ©Springer-VerlagBerlinHeidelberg2011 Thisworkissubjecttocopyright.Allrightsarereserved,whetherthewholeorpartofthematerialis concerned,specificallytherightsoftranslation,reprinting,re-useofillustrations,recitation,broadcasting, reproductiononmicrofilmsorinanyotherway,andstorageindatabanks.Duplicationofthispublication orpartsthereofispermittedonlyundertheprovisionsoftheGermanCopyrightLawofSeptember9,1965, initscurrentversion,andpermissionforusemustalwaysbeobtainedfromSpringer.Violationsareliable toprosecutionundertheGermanCopyrightLaw. Theuseofgeneraldescriptivenames,registerednames,trademarks,etc.inthispublicationdoesnotimply, evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevantprotectivelaws andregulationsandthereforefreeforgeneraluse. Typesetting:Camera-readybyauthor,dataconversionbyScientificPublishingServices,Chennai,India Printedonacid-freepaper SpringerispartofSpringerScience+BusinessMedia(www.springer.com) Preface This volume contains the proceedings of NOLISP 2011, an ISCA Tutorial and WorkshoponNon-LinearSpeechProcessingheldattheUniversityofLasPalmas de Gran Canaria (Canary Islands, Spain) during November 7–9,2011.NOLISP 2011wasprecededbyfoureditionsofthisbiannualeventheld2003inLeCroisic (France), 2005 in Barcelona, 2007 in Paris, and 2009 in Vic (Barcelona). The purpose of the workshop 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 were defined for NOLISP 2011: 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 Differential Equations TheinitiativetoorganizeNOLISP2011attheUniversityofLasPalmasdeGran Canaria(ULPGC)camefromtheSignalsandCommunicationsDepartmentand was supported by the Institute for Technological Development and Innovation in Communications (IDETIC). We would like to acknowledge the finantial support obtained from the Min- istry of Science and Innovation of Spain (MICINN), University of Las Palmas de Gran Canaria, ISCA, EURASIP, Ca´tedra Telef´onica-ULPGC and Vicerrec- torado de Relaciones Internacionales e Institucionales (ULPGC) – La Caja de Canarias. All contributions to this volume are original.They weresubject to a double- blind refereeing procedure before their acceptance for the workshops and were revised after being presented at NOLISP 2011. November 2011 Carlos M. Travieso-Gonz´alez Jesu´s B. Alonso-Herna´ndez Organization NOLISP 2011 was organized by the Signals and Communications Department, Institute for Technological Development and Innovation in Communications (IDETIC),UniversityofLasPalmasdeGranCanaria,incooperationwithISCA and EURASIP. General Chairs Carlos M. Travieso-Gonza´lez University of Las Palmas de Gran Canaria, Spain Jesu´s B. Alonso-Herna´ndez University of Las Palmas de Gran Canaria, Spain Organizing Committee Carlos M. Travieso-Gonza´lez University of Las Palmas de Gran Canaria, Spain Jesu´s B. Alonso-Herna´ndez University of Las Palmas de Gran Canaria, Spain Miguel A. Ferrer University of Las Palmas de Gran Canaria, Spain Marcos del Pozo-Ban˜os University of Las Palmas de Gran Canaria, Spain Jaime R. Ticay-Rivas University of Las Palmas de Gran Canaria, Spain Jordi Sol´e-Casals University of Vic, Spain Santiago P´erez University of Las Palmas de Gran Canaria, Spain David Sa´nchez University of Las Palmas de Gran Canaria, Spain Patricia Henr´ıquez University of Las Palmas de Gran Canaria, Spain Aythami Morales University of Las Palmas de Gran Canaria, Spain Josu´e Cabrera University of Las Palmas de Gran Canaria, Spain VIII Organization Scientific Committee Fr´ed´eric Bimbot IRISA, Rennes, France Mohamed Chetouani UPMC, Paris,France G´erardChollet ENST, Paris,France Bruno Gas UPMC, Paris,France Pedro Go´mez-Vilda UPM, Spain Guillaume Gravier France Hynek Hermansky OGI, Portland, USA Amir Hussain University of Stirling, Scotland, UK Christian Jutten Gipsa-Lab, Grenoble, France Eric Keller University of Lausanne, Switzerland Bastiaan Kleijn KTH, Stockholm, Sweden Gernot Kubin TU, Graz, Austria Jorge Lucero University of Brasilia, Brazil Petros Maragos National Technical University of Athens, Greece Stephen Mc Laughlin University of Edinburgh, UK Maurice Milgram UPMC, Paris,France Kuldip Paliwal University of Brisbane, Australia Jean Rouat University of Sherbrooke, Canada Jordi Sol´e-Casals University of Vic, Spain Germ´an Castellanos National Univesity of Colombia, Colombia Isabel Trancoso INESC, Portugal Carlos M. Travieso-Gonza´lez University of Las Palmas de Gran Canaria, Spain Reviewers Jorge Gos´albez-Castillo Polytechnic University of Valencia, Spain Carmen Pel´aez Carlos III University of Madrid, Spain Jos´e Luis V´asquez-Nu´nez University of Costa Rica, Costa Rica Juan Carlos Bricen˜o-Lobo University of Costa Rica, Costa Rica Rafael Mart´ınez-Olalla Polytechnic University of Madrid, Spain Pedro Go´mez-Vilda Polytechnic University of Madrid, Spain Jordi Sol´e-Casals University of Vic, Spain Miguel A. Ferrer University of Las Palmas de Gran Canaria, Spain Juan Luis Navarro Universidad of Las Palmas de Gran Canaria, Spain Germ´an Castellanos National University of Colombia, Colombia Max Little MIT, USA Mohamed Chetouani UPMC, Paris,France G´erardChollet ENST, Paris,France Isabel Trancoso INESC, Lisbon, Portugal Organization IX Vladimir Zaiats University of Vic, Spain Ignasi Iriondo Ramo´n Llull University, Spain Ascensi´on Gallardo Carlos III University of Madrid, Spain Agust´ın A´lvarez-Marquina Polytechnic University of Madrid, Spain Francisco Vargas Antioquia University, Colombia Patricia Henr´ıquez University of Las Palmas de Gran Canaria, Spain Jorge Lucero University of Brasilia, Brazil V´ıctor Nieto-Lluis Polytechnic University of Madrid, Spain Jesu´s B. Alonso-Herna´ndez University of Las Palmas de Gran Canaria, Spain Carlos M. Travieso-Gonza´lez University of Las Palmas de Gran Canaria, Spain Sponsoring Institutions Ministry of Science and Innovation of Spain (MICINN), Madrid, Spain University of Las Palmas de Gran Canaria, Canary Islands, Spain International Speech Communication Association (ISCA) European Association for Signal Processing (EURASIP) C´atedra Telef´onica-ULPGC, Spain Vicerrectorado de Relaciones Internacionales e Institucionales (ULPGC) – La Caja de Canarias, Canary Islands, Spain Table of Contents Keynote Talks Neurological Disease Detection and Monitoring from Voice Production...................................................... 1 Pedro G´omez-Vilda, Victoria Rodellar-Biarge, V´ıctor Nieto-Lluis, Cristina Mun˜oz-Mulas, Luis Miguel Mazaira-Ferna´ndez, Carlos Ram´ırez-Calvo, Mario Ferna´ndez-Fern´andez, and Elvira Toribio-D´ıaz Mathematical Foundations of Nonlinear, Non-Gaussian, and Time-Varying Digital Speech Signal Processing ...................... 9 Max A. Little Contributed Talks Enhancing Spontaneous Speech Recognition with BLSTM Features..... 17 Martin Wo¨llmer and Bj¨orn Schuller Convolutive Nonnegative Matrix Factorization with Markov Random Field Smoothing for Blind Unmixing of Multichannel Speech Recordings...................................................... 25 Rafal Zdunek Reconstruction of Speech Signals from Their Unpredictable Points Manifold........................................................ 33 Vahid Khanagha, Hussein Yahia, Khalid Daoudi, Oriol Pont, and Antonio Turiel On Computational Working Memory for Speech Analysis ............. 40 Tudor S. Topoleanu Oscillating Statistical Moments for Speech Polarity Detection.......... 48 Thomas Drugman and Thierry Dutoit A Simple Approximation for Fast Nonlinear Deconvolution............ 55 Jordi Sol´e-Casals and Cesar F. Caiafa Cross-Lingual English Spanish Tonal Accent Labeling Using Decision Trees and Neural Networks........................................ 63 David Escudero-Mancebo, Lourdes Aguilar, C´esar Gonz´alez-Ferreras, Carlos Vivaracho-Pascual, and Valent´ın Carden˜oso-Payo XII Table of Contents Apnea Detection Based on Hidden Markov Model Kernel ............. 71 Carlos M. Travieso, Jesu´s B. Alonso, Jaime R. Ticay-Rivas, and Marcos del Pozo-Ban˜os A Real-Time Speech Enhancement Framework for Multi-party Meetings........................................................ 80 Rudy Rotili, Emanuele Principi, Stefano Squartini, and Bjo¨rn Schuller Improving Spontaneous Children’s Emotion Recognition by Acoustic Feature Selection and Feature-Level Fusion of Acoustic and Linguistic Parameters...................................................... 88 Santiago Planet and Ignasi Iriondo Vocal Effort Modification through Harmonics Plus Noise Model Representation .................................................. 96 A`ngel Calzada and Joan Claudi Socor´o Artificial Neural Network in FPGA for Temperature Prediction........ 104 Santiago T. P´erez, Jos´e L. V´asquez, Carlos M. Travieso, and Jesu´s B. Alonso The Effects of Windowing on the Calculation of MFCCs for Different Types of Speech Sounds .......................................... 111 Amelia C. Kelly and Christer Gobl Bio-inspired Phonologic Processing:From Vowel Representation Spaces to Categories .................................................... 119 Pedro Go´mez-Vilda, Jos´e Manuel Ferra´ndez-Vicente, Victoria Rodellar-Biarge, Cristina Mun˜oz-Mulas, Rafael Mart´ınez-Olalla, Agust´ın A´lvarez-Marquina, and Luis Miguel Mazaira-Ferna´ndez Application of Nonlinear Dynamics Characterization to Emotional Speech ......................................................... 127 Patricia Henr´ıquez, Jesu´s B. Alonso, Miguel A. Ferrer, Carlos M. Travieso, and Juan R. Orozco-Arroyave Is Fundamental Frequency Meaningful for Severe Substitution Voices Such as Esophageal Speech?....................................... 137 Yosra Ayed and Sofia Ben Jebara Effects of Intra-frame Noise Smoothing on Speech Enhancement Algorithms...................................................... 146 Anis Ben Aicha and Sofia Ben Jebara Compression of Mammography Image by SPIHT and Fractals ......... 154 Benterki Soumya and Guemou Bouabdellah

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Издательство Springer, 2011, -292 pp.5th International Conference on Nonlinear Speech Processing, NOLISP 2011, Las Palmas de Gran Canaria, Spain, November 7-9, 2011 Proceedings.This volume contains the proceedings of NOLISP 2011, an ISCA Tutorial and Workshop on Non-Linear Speech Process
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