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Hits 1 – 5 of 5
1
Vocal tremor analysis via AM-FM decomposition of empirical modes of the glottal cycle length time series
Mertens, Christophe
;
Grenez, Francis
;
Viallet, François
;
Ghio, Alain
;
Skodda, Sabine
;
Schoentgen, Jean
In: Proceedings of the 16th Annual Conference of the International Speech Communication Association ; 16th Annual Conference of the International Speech Communication Association (Interspeech 2015) ; https://hal.archives-ouvertes.fr/hal-01294752 ; 16th Annual Conference of the International Speech Communication Association (Interspeech 2015), Sep 2015, Dresde, Germany (2015)
Abstract:
International audience ; The presentation concerns a method that obtains the size and frequency of vocal tremor in speech sounds sustained by normal speakers and patients suffering from neurological disorders. The glottal cycle lengths are tracked in the temporal domain via salience analysis and dynamic programming. The cycle length time series is then decomposed into a sum of oscillating components by empirical mode decomposition the instantaneous envelopes and frequencies of which are obtained via an AM-FM decomposition. Based on their average instantaneous frequencies , the empirical modes are then assigned to four categories (intonation, physiological tremor, neurological tremor as well as jitter) and added within each. The within-category size of the cycle length perturbations is estimated via the standard deviation of the empirical mode sum divided by the average cycle length. The tremor frequency within the neurological tremor category is obtained via a weighted instantaneous average of the mode frequencies followed by a weighted temporal average. The method is applied to two corpora of vowels sustained by 123 and 74 control and 456 and 205 Parkinson speakers respectively .
Keyword:
[SDV.MHEP]Life Sciences [q-bio]/Human health and pathology
;
[SHS.LANGUE]Humanities and Social Sciences/Linguistics
;
[SPI.SIGNAL]Engineering Sciences [physics]/Signal and Image processing
;
Dysarthrie
;
Dysphonie
;
Empirical mode decomposition
;
Parkinson
;
Parkinson's disease
;
Parole
;
Phonétique Clinique
;
Tremblement vocal
;
Voice tremor
;
Voix
URL:
https://hal.archives-ouvertes.fr/hal-01294752/file/Interspeech2015_FullPaper%20%281%29.pdf
https://hal.archives-ouvertes.fr/hal-01294752/document
https://hal.archives-ouvertes.fr/hal-01294752
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2
Assessment of disordered voice via the first rahmonic
Maryn, Youri
;
Schoentgen, Jean
;
Murphy, Peter J.
...
In:
Speech communication. - Amsterdam [u.a.] : Elsevier
54 (2012) 5, 655-663
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OLC Linguistik
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3
Multi-band dysperiodicity analyses of disordered connected speech
Kacha, Abdellah
;
Maryn, Youri
;
Schoentgen, Jean
...
In:
Speech communication. - Amsterdam [u.a.] : Elsevier
53 (2011) 1, 131-141
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OLC Linguistik
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4
Low-frequency vocal modulations in vowels produced by Parkinsonian subjects
Ozsancak, C.
;
Cnockaert, Laetitia
;
Grenez, Francis
...
In:
Speech communication. - Amsterdam [u.a.] : Elsevier
50 (2008) 4, 288-300
BLLDB
OLC Linguistik
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5
Estimation of dysperiodicities in disordered speech
Kacha, Abdellah
;
Grenez, Francis
;
Schoentgen, Jean
In:
Speech communication. - Amsterdam [u.a.] : Elsevier
48 (2006) 10, 1365-1378
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