Florian Eyben's Books

Real-time Speech and Music Classification by Large Audio Feature Space Extraction

By: Florian Eyben

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Real-time Speech and Music Classification by Large Audio Feature Space Extraction

By: Florian Eyben

This book reports on an outstanding thesis that has significantly advanced the state-of-the-art in the automated analysis and classification of speech and music. It defines several standard acoustic parameter sets and describes their implementation in a novel, open-source, audio analysis framework called openSMILE, which has been accepted and intensively used worldwide. The book offers extensive descriptions of key methods for the automatic classification of speech and music signals in real-life conditions and reports on the evaluation of the framework developed and the acoustic parameter sets that were selected. It is not only intended as a manual for openSMILE users, but also and primarily as a guide and source of inspiration for students and scientists involved in the design of speech and music analysis methods that can robustly handle real-life conditions.

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Page Count

328

Publisher

Springer

Published Date

ISBN 10

3319272993

ISBN 13

9783319272993

Automatic Assessment of Prosody in Second Language Learning

By: Florian Hönig

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Automatic Assessment of Prosody in Second Language Learning

By: Florian Hönig

Worldwide there is a universal need for second language language learning. It is obvious that the computer can be a great help for this, especially when equipped with methods for automatically assessing the learner's pronunciation. While assessment of segmental pronunciation quality (i.,e. whether phones and words are pronounced correctly or not) is already available in commercial software packages, prosody (i.e. rhythm, word accent, etc.) is largely ignored--although it highly impacts intelligibility and listening effort. The present thesis contributes to closing this gap by developing and analyzing methods for automatically assessing the prosody of non-native speakers. We study the detection of word accent errors and the general assessment of the appropriateness of a speaker's rhythm. We propose a flexible, generic approach that is (a) very successful on these tasks, (b) competitive to other state-of-the-art result, and at the same time (c) flexible and easily adapted to new tasks.

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Page Count

264

Publisher

Logos Verlag Berlin GmbH

Published Date

ISBN 10

3832545670

ISBN 13

9783832545673

Real-time Speech and Music Classification by Large Audio Feature Space Extraction

By: Florian Eyben

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Real-time Speech and Music Classification by Large Audio Feature Space Extraction

By: Florian Eyben

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

328

Publisher

Springer

Published Date

ISBN 10

3319272993

ISBN 13

9783319272993

Book's by Florian Eyben

Real-time Speech and Music Classification by Large Audio Feature Space Extraction

Real-time Speech and Music Classification by Large Audio Feature Space Extraction

Automatic Assessment of Prosody in Second Language Learning

Automatic Assessment of Prosody in Second Language Learning

Real-time Speech and Music Classification by Large Audio Feature Space Extraction

Real-time Speech and Music Classification by Large Audio Feature Space Extraction

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