Prosody and iconicity
Author:
Series:
Iconicity in language and literature volume 13
Publisher:
Varies, see individual formats and editions
Pub. Date:
2013
Language:
English
Description
The benefit of prosodic and additional spectral over exclusively cepstral feature information is investigated for the recognition of phonemes in eight different speaking styles reaching from informal to formal. As prosodic information is best analyzed on a supra-segmental level, the whole temporal context of a phoneme is exploited by application of statistical functionals. 521 acoustic features are likewise obtained and evaluated per descriptor and functional by either de-correlating floating search feature evaluation or classification performance: The classifier of choice are Support Vector Machines lately found highly suitable for this task. As database serves the open IFA corpus of 178 k hand-segmented and hand-labeled 47 Dutch phonemes. In the result, a significant gain is observed for segment-based over frame-based processing, and by inclusion of pitch and formant information for the informal styles. Overall, phonemes are recognized at 76.58% accuracy. The analysis of feature influence provides useful insight for artificial speech production in the considered speaking styles.
Subjects
Subjects
Business -- Data processing -- Congresses
Electronic books
Iconicité
Iconicity (Linguistics)
Language and languages
Language and languages -- Versification
LANGUAGE ARTS & DISCIPLINES
LANGUAGE ARTS & DISCIPLINES -- Linguistics -- Phonetics & Phonology
Linguistics
Management information systems -- Congresses
Phonetics & Phonology
Versification
Electronic books
Iconicité
Iconicity (Linguistics)
Language and languages
Language and languages -- Versification
LANGUAGE ARTS & DISCIPLINES
LANGUAGE ARTS & DISCIPLINES -- Linguistics -- Phonetics & Phonology
Linguistics
Management information systems -- Congresses
Phonetics & Phonology
Versification
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Contributors:
ISBN:
9789027272195
9789027243492
9781299283770
9789027243492
9781299283770
Staff View
Grouping Information
Grouped Work ID | 85212d5b-f13c-1e5c-a814-5a2ae0f66bdc |
---|---|
Grouping Title | prosody and iconicity |
Grouping Author | sylvie hancil |
Grouping Category | book |
Grouping Language | English (eng) |
Last Grouping Update | 2024-05-07 20:57:32PM |
Last Indexed | 2024-05-08 01:46:07AM |
Solr Fields
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0
accelerated_reader_reading_level
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auth_author2
Hancil, Sylvie
Hirst, Daniel
Hirst, Daniel
author
Hancil, Sylvie
author2-role
Hancil, Sylvie
Hirst, Daniel
ProQuest (Firm)
Hirst, Daniel
ProQuest (Firm)
author_display
Hancil, Sylvie
display_description
The benefit of prosodic and additional spectral over exclusively cepstral feature information is investigated for the recognition of phonemes in eight different speaking styles reaching from informal to formal. As prosodic information is best analyzed on a supra-segmental level, the whole temporal context of a phoneme is exploited by application of statistical functionals. 521 acoustic features are likewise obtained and evaluated per descriptor and functional by either de-correlating floating search feature evaluation or classification performance: The classifier of choice are Support Vector Machines lately found highly suitable for this task. As database serves the open IFA corpus of 178 k hand-segmented and hand-labeled 47 Dutch phonemes. In the result, a significant gain is observed for segment-based over frame-based processing, and by inclusion of pitch and formant information for the informal styles. Overall, phonemes are recognized at 76.58% accuracy. The analysis of feature influence provides useful insight for artificial speech production in the considered speaking styles.
format_category_ccu
eBook
format_ccu
eBook
id
85212d5b-f13c-1e5c-a814-5a2ae0f66bdc
isbn
9781299283770
9789027243492
9789027272195
9789027243492
9789027272195
last_indexed
2024-05-08T07:46:07.365Z
lexile_score
-1
literary_form
Non Fiction
literary_form_full
Non Fiction
primary_isbn
9789027272195
publishDate
2013
publisher
John Benjamins Pub. Co
John Benjamins Publishing Company
John Benjamins Publishing Company
recordtype
grouped_work
series
Iconicity in language and literature
series_with_volume
Iconicity in language and literature|13
subject_facet
Business -- Data processing -- Congresses
Electronic books
Iconicité
Iconicity (Linguistics)
LANGUAGE ARTS & DISCIPLINES -- Linguistics -- Phonetics & Phonology
Language and languages
Language and languages -- Versification
Management information systems -- Congresses
Versification
Electronic books
Iconicité
Iconicity (Linguistics)
LANGUAGE ARTS & DISCIPLINES -- Linguistics -- Phonetics & Phonology
Language and languages
Language and languages -- Versification
Management information systems -- Congresses
Versification
title_display
Prosody and iconicity
title_full
Prosody and Iconicity Hancil, Sylvie.
Prosody and iconicity Hancil, Sylvie.
Prosody and iconicity [electronic resource] / edited by Sylvie Hancil, Daniel Hirst
Prosody and iconicity Hancil, Sylvie.
Prosody and iconicity [electronic resource] / edited by Sylvie Hancil, Daniel Hirst
title_short
Prosody and iconicity
topic_facet
Business -- Data processing -- Congresses
Iconicité
Iconicity (Linguistics)
LANGUAGE ARTS & DISCIPLINES
Language and languages
Linguistics
Management information systems -- Congresses
Phonetics & Phonology
Versification
Iconicité
Iconicity (Linguistics)
LANGUAGE ARTS & DISCIPLINES
Language and languages
Linguistics
Management information systems -- Congresses
Phonetics & Phonology
Versification
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