Analysis of Pathological Speech Signals

By (author) Tomas Arias-Vergara

Extent: 266, 266 pages

Publisher: Logos Verlag Berlin

Subjects: Technical Sciences: Computer Science, Engineering, IT, & Math

Series: Studien zur Mustererkennung

Series volume number: 50

Language: English

Paperback (Published)

(October 2022)

ISBN: 9783832555610

5.71 x 8.27 inches

Price: $84.00

Out of stock

Synopsis
Contributing Authors

This book addresses the automatic analysis of speech disorders resulting from a clinical condition (Parkinson’s disease and hearing loss) or the natural aging process. For Parkinson’s disease, the progression of speech symptoms is evaluated by considering speech recordings captured in the short-term (4 months) and long-term (5 years). Machine learning methods are used to perform three tasks: (1) automatic classification of patients vs. healthy speakers. (2) regression analysis to predict the dysarthria level and neurological state. (3) speaker embeddings to analyze the progression of the speech symptoms over time. For hearing loss, automatic acoustic analysis is performed to evaluate whether the duration and onset of deafness (before or after speech acquisition) influence the speech production of cochlear implant users. Additionally, articulation, prosody, and phonemic analyses show that cochlear implant users present altered speech production even after hearing rehabilitation

By (author) Tomas Arias-Vergara

Other Titles in this Series

3-D Imaging of the Heart Chambers with C-arm CT. 3D-Bildgebung der Herzkammern mit C-Bogen-CT

Volume 38

By (author) Kerstin Muller

Probabilistic Fusion of Multiple Distributed Sensors

Volume 46

By (author) Lukas Koping

Probabilistic Modeling for Segmentation in Magnetic Resonance Images of the Human Brain

Volume 33

By (author) Michael Wels

Machine Learning in Advanced Driver-Assistance Systems

Contributions to Pedestrian Detection and Adversarial Modeling

Volume 47

By (author) Farzin Ghorban

Normalization of Magnetic Resonance Images and its Application to the Diagnosis of the Scoliotic Spine

Volume 34

By (author) Florian Jager

3-D Imaging of Coronary Vessels Using C-arm CT

Volume 48

By (author) Chris Schwemmer

Automatic Evaluation of Tracheoesophageal Substitute Voices

Volume 25

By (author) Tino Haderlein

Analysis of Speech of People with Parkinson’s Disease

Volume 41

By (author) Juan Rafael Orozco-Arroyave

Automatic Classification of Emotion-Related User States in Spontaneous Children’s Speech

Volume 28

By (author) Stefan Steidl

Object Shape Generation, Representation and Matching

Volume 42

By (author) Cong Yang

Automatic Assessment of Children Speech to Support Language Learning

Volume 30

By (author) Christian Hacker

Automatic Assessment of Prosody in Second Language Learning

Volume 43

By (author) Florian Honig

Real World Approaches for Multilingual and Non-native Speech Recognition

Volume 32

By (author) Martin Raab

3D Trajectory Extraction from 2D Videos for Human Activity Analysis

Volume 44

By (author) Zeyd Boukhers

3-D Reconstruction and Stereo Self-Calibration for Augmented Reality

Volume 22

By (author) Jochen Schmidt

Appearance-Based Statistical Object Recognition Including Color and Context Modeling

Volume 23

By (author) Marcin Grzegorzek

Content-based Microscopic Image Analysis

Volume 39

By (author) Chen Li

Statistical iterative reconstruction and dose reduction in multi-slice computed tomography

Volume 49

By (author) Katharina Hahn

Object Representation and Matching Based on Skeletons and Curves

Volume 40

By (author) Christian Feinen

Human Activity Analysis in Visual Surveillance and Healthcare

Volume 45

By (author) Muhammad Hassan Khan

Similar Books

The New Other

Alien Intelligence and the Innovation Drive

By (author) Amy Levy

Transitive Media [Philosophy]

Think(er)ing Technologies in Real-Time

By (author) Wolfgang Ernst

Care in an Era of New Technologies and Artificial Intelligence

Relationships in a Connected World

Volume 14

By (author) V. Nurock

City in the Cloud – Data on the Ground

The Architecture of Data (English-language)

Edited by Damjan Kokalevski Edited by Andres Lepik Edited by Cara Hähl-Pfeifer Contributions by James…

Global Histories of Video Game Music Technology

Volume 8

Edited by Karen M. Cook Edited by William Bibbons Edited by Fanny Rebillard

Natural Resources in Early Modern Economies of Knowledge

Volume 40

Edited by Pietro Daniel Omodeo Edited by Helge Wendt

Physical Characterization of Coatings

Introduction to Rheology and Surface Analysis

By (author) Michael Osterhold

The Digital Turn in Religious Studies

Research, Services, Infrastructures

Edited by Alberto Melloni Edited by Francesca Cadeddu

The Physics of the Mind

New Perspectives for Psychotherapists, Healers and Seekers

By (author) Phil Mollon

Buchblogs zwischen Passion und Profession

Zur Diskursivierung digitaler literaturbezogener Anschlusskommunikation als Arbeit

By (author) Kristina Petzold

Die Einführung ins richtige Handeln in der Arithmetik (Madḫal ar-rašad ilā ʿilm al-ʿadad) von al-Qalaṣādī (st. 1486)

Bearbeitung und Einordnung in die maġribinische Mathematikgeschichte

Volume 19

By (author) Ulrich Rebstock

Digitale Medien und Religionsunterricht

Ein domänenspezifischer Beitrag zu einer kritischen Medienbildung unter Berücksichtigung medien-, bildungs- und lerntheoretischer Perspektiven

By (author) Anja Graf

Ein Glucksritter als Wegbereiter der Motorisierung

Der Basler Kaufmann Eduard Burckhardt (1847-1897)

by Christoph Ditzler and Ilse Rolle Ditzler

Erinnerung an Wilhelm Gottlieb Hankel (1814–1899) aus Anlass seines 125. Todestages

By (author) Bodo Geyer

Falschung, Betrug, Beliebigkeit

der Vertrauensverlust der Wissenschaft

by Manfred Velden

Leó Szilárd – Der Mann hinter der Bombe

By (author) Arne Molfenter

Partizipative Produktentwicklung in der Modeindustrie

Methoden, Vorgehensmodelle und ihre Anwendung in der Wertschöpfung smarter Outdoorbekleidung

By (author) Laura Tihon

Articulations of the Nuclear

Postwar Japan under the Spell of the Atomic Age

Volume 13

edited by Stephan Kohn and Katharina Hulsmann

Artificial Morality

An Exploration of Moral Machines

Volume 4

by Andrei Nutas

Decameter Radio Emission of the Sun

edited by Valentin Nikolayevich Melnik and Helmut O. Rucker

Development of a telemetry system for monitoring piston characteristics inside combustion engines

By (author) Paul Lagaly

Global History of Techniques

(19th-21st Centuries)

Volume 9

Edited by Guillaume Carnino Edited by Liliane Hilaire-Perez Edited by Jerome Lamy

Heterarchical Production Planning and Control Architectures in the Context of Industry 4.0

Complexity-based Selection and Guidance for Implementation

Volume 67

By (author) Dennis Horstkemper

Language, Technology, Humanities in Society 5.0

Edited by Maria Banaś Edited by Grzegorz Wlaźlak

Numbers, Measures, and the Transfer of Goods in Prehistory

Volume 6

Edited by Philippe Della Casa Edited by Aleksander Dzbyński

On the Scattering Behavior of Dielectric Corner Reflectors in Distributed Radar Systems

By (author) Christian Alexander Buchberger

Proceedings of the 7th Symposium of the Hellenic Society for Archaeometry

Archaeology Archaeometry: 30 Years Later

Edited by Eleni Filippaki

RNA Made Simple

The Essential Guide to Extraction

By (author) Christian Siadjeu By (author) Dirk C Albach

Route and Operating Optimization of Maritime Vessels Using Machine Learning Techniques

By (author) Mohammad Hossein Moradi

Short-Term Load Forecasting using Machine Learning Methods

Volume 7

By (author) Sylwia Henselmeyer

Sovereign by Design

The LIONS Approach to Digital Sovereignty

Edited by Isabelle Fries Edited by Michael Grabatin Edited by Manfred Hofmeier

The Promise and Peril of AI and IA

New Technology Meets Religion, Theology, and Ethics

edited by Ted Peters

Die unsichtbare Welt

Beitrage zur Weltwahrnehmung in den Wissenschaften

edited by Klaus Bohmer, Paul-Gerhard Reinhard and Dirk Evers

A Cultural History of Silicon Valley

Volume 325

By (author) Neslihan Bulut

I disegni e i discorsi di Giovanni Antonio Nigrone vol. I

fontanaro e ingegniero de acqua (1585-1609 ca.)

Volume 481

by Gaia Bruno

I disegni e i discorsi di Giovanni Antonio Nigrone vol. II

Fontanaro e ingegniero de acqua (1585-1609 ca.)

Volume 497

edited by Gaia Bruno and David Gentilcore

Ingenieurs mais apprentis

Volume 32

by Arnaud Pierrel

Annual Report 2022

Laboratory of Ion Beam Physics

By (author) LIBRUM Publishers & Editors

Building and Designing Transistor Radios

A Beginner's Guide

by R H Warring

Building and Designing Transistor Radios

A Beginner's Guide

by R H Warring

Learning with Light and Shadows

Educational Lantern and Film Projection, 1860-1990

Volume 8

Edited by Nelleke Teughels Edited by Kaat Wils

Learning-based Model Predictive Control with closed-loop guarantees

By (author) Raffaele Soloperto

Analysis of Pathological Speech Signals

Tell a Colleague/Librarian/Friend

Other Titles in this Series

Similar Books

Join the ISD Mailing List