Recent Advances in Nonlinear Speech Processing

Autor: Marcos Faundez-Zanuy, Gennaro Cordasco, Francesco Carlo Morabito, Jordi Sol-Casals, Thomas Drugman, Antonietta M. Esposito, Anna Esposito

Publikováno v: Smart Innovation, Systems and Technologies ISBN: 9783319281070
Recent Advances in Nonlinear Speech Processing

This book presents recent advances in nonlinear speech processing beyond nonlinear techniques. It shows that it exploits heuristic and psychological models of human interaction in order to succeed in the implementations of socially believable VUIs an

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c03bf6127c5f870e7419c45b7c86ca7c
https://doi.org/10.1007/978-3-319-28109-4

Multi-class Versus One-Class Classifier in Spontaneous Speech Analysis Oriented to Alzheimer Disease Diagnosis

Autor: Marcos Faundez-Zanuy, Fernando Zelarin, Jordi Solé-Casals, Pilar Zorrilla Calvo, Karmele López-de-Ipiña

Publikováno v: Recent Advances in Nonlinear Speech Processing ISBN: 9783319281070
Recent Advances in Nonlinear Speech Processing

Most of medical developments require the ability to identify samples that are anomalous with respect to a target group or control group, in the sense they could belong to a new, previously unseen class or are not class data. In this case when there a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4e42dc92091312580e03bdc20fe88330
https://doi.org/10.1007/978-3-319-28109-4_7

Non-linear speech representation based on local predictability exponents

Autor: Oriol Pont, Khalid Daoudi, Antonio Turiel, Vahid Khanagha, Hussein Yahia

Publikováno v: Neurocomputing
Neurocomputing, 2013, Special issue on Non-Linear Speech Signal processing
Neurocomputing, Elsevier, 2013, Special issue on Non-Linear Speech Signal processing
Digital.CSIC. Repositorio Institucional del CSIC
instname

6 pages, 3 figures
Looking for new perspectives to analyze non-linear dynamics of speech, this paper presents a novel approach based on a microcanonical multiscale formulation which allows the geometric and statistical description of multiscale

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::43b1dd452e3c07ac3017f166136eed35
https://inria.hal.science/hal-00685019/file/Neuro2012.pdf

A Novel text-independent phonetic segmentation algorithm based on the Microcanonical Multiscale Formalism

Autor: Vahid Khanagha, Khalid Daoudi, Oriol Pont, Hussein Yahia

Publikováno v: INTERSPEECH 2010
INTERSPEECH 2010, Sep 2010, Makuhari, Japan. pp.1393-1396

International audience; We propose a radically novel approach to analyze speech signals from a statistical physics perspective. Our approach is based on a new framework, the Microcanonical Multiscale Formalism (MMF), which is based on the computation

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::668d85987dbda17933abfb1fb5683994
https://hal.inria.fr/inria-00533105

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