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1
Potential of automatic speech processing technologies for early detection of oral language disorders: a meta-analytic review ...
Bonnet, Camille. - : Open Science Framework, 2022
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2
Construction of an automatic score for the evaluation of speech disorders among patients treated for a cancer of the oral cavity or the oropharynx: The Carcinologic Speech Severity Index
In: ISSN: 1043-3074 ; EISSN: 1097-0347 ; Head and Neck ; https://hal-univ-tlse3.archives-ouvertes.fr/hal-03413678 ; Head and Neck, Wiley, In press, ⟨10.1002/hed.26903⟩ (2021)
Abstract: International audience ; Background: Speech disorders impact quality of life for patients treated with oral cavity and oropharynx cancers. However, there is a lack of uniform and applicable methods for measuring the impact on speech production after treatment in this tumor location. Objective: The objective of this work is to (1) model an automatic severity index of speech applicable in clinical practice, that is equivalent or superior to a severity score obtained by human listeners, via several acoustics parameters extracted (a) directly from speech signal and (b) resulting from speech processing and (2) derive an automatic speech intelligibility classification (i.e., mild, moderate, severe) to predict speech disability and handicap by combining the listener comprehension score with self-reported quality of life related to speech. Methods: Eighty-seven patients treated for cancer of the oral cavity or the oropharynx and 35 controls performed different tasks of speech production and completed questionnaires on speech-related quality of life. The audio recordings were then evaluated by human perception and automatic speech processing. Then, a score was developed through a classic logistic regression model allowing description of the severity of patients' speech disorders. Results: Among the group of parameters subject to extraction from automatic processing of the speech signal, six were retained, producing a correlation at 0.87 with the perceptual reference score, 0.77 with the comprehension score, and 0.5 with speech-related quality of life. The parameters that contributed the most are based on automatic speech recognition systems. These are mainly the automatic average normalized likelihood score on a text reading task and the score of cumulative rankings on pseudowords. The reduced automatic YC2SI is modeled in this way: YC2SIp = 11.48726 + (1.52926 × Xaveraged normalized likelihood reading) + (−1.94e-06 × Xscore of cumulative ranks pseudowords). Conclusion: Automatic processing of speech makes it possible to arrive at valid, reliable, and reproducible parameters able to serve as references in the framework of follow-up of patients treated for cancer of the oral cavity or the oropharynx.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; intelligibility; oral cancer; oropharyngeal cancer; parole; phonétique clinique; severity index; speech disorders
URL: https://doi.org/10.1002/hed.26903
https://hal-univ-tlse3.archives-ouvertes.fr/hal-03413678
https://hal-univ-tlse3.archives-ouvertes.fr/hal-03413678/document
https://hal-univ-tlse3.archives-ouvertes.fr/hal-03413678/file/hed.26903.pdf
https://hal-univ-tlse3.archives-ouvertes.fr/hal-03413678/file/hed.26903%20%281%29.pdf
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3
The Status of Dysphagia Clinics During the COVID-19 Pandemic.
Serel-Arslan, Selen; Demir, Numan; Belafsky, Peter Charles. - : eScholarship, University of California, 2021
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4
The Status of Dysphagia Clinics During the COVID-19 Pandemic.
Serel-Arslan, Selen; Demir, Numan; Belafsky, Peter Charles. - : eScholarship, University of California, 2021
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5
Radical Social Ecology as Deep Pragmatism: A Call to the Abolition of Systemic Dissonance and the Minimization of Entropic Chaos
In: Student Theses 2015-Present (2018)
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6
Οι δυσκολίες προφορικού και γραπτού λόγου ατόμων με επίκτητες γλωσσικές διαταραχές ... : Oral and written language difficulties of individuals with acquired language disorders ...
Σκαμαντζούρα, Λαμπρινή. - : University of Ioannina, 2018
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7
Διερεύνηση της αντιληπτικής λειτουργίας παιδιών 8-13 ετών με προγλωσσική απώλεια ακοής. ...
Γεωργοκωστόπουλος, Χρήστος Σπυρίδωνος. - : Aristotle University of Thessaloniki, 2017
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8
Desarrollo del lenguaje de una niña de 5 años con hipoacusia congénita bilateral
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9
Evaluation of Mismatch Negativity as a Biomarker for Autism Spectrum Disorder
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10
Exploring the persuasive writing skills of students with high-functioning Autism Spectrum Disorder
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11
Improving the vocabulary and oral language skills of bilingual Latino preschoolers : an intervention for speech-language-pathologists
Gutiérrez-Clellen, Vera. - San Diego : Plural Publishing, 2013
Leibniz-Zentrum Allgemeine Sprachwissenschaft
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12
Introduction to communicative disorders
Hegde, Mahabalagiri N.. - Austin, Tex : Pro-Ed, 2010
BLLDB
UB Frankfurt Linguistik
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13
Supplementation with antioxidants and folinic acid for children with Down's syndrome: randomised controlled trial.
In: BMJ , 336 (7644) 594 - 597. (2008) (2008)
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14
Supplementation with antioxidants and folinic acid for children with Down's syndrome: randomised controlled trial.
Ellis, JM; Tan, HK; Gilbert, RE. - : BMJ Publishing Group, 2008
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15
The cleft audit protocol for speech-augmented: A validated and reliable measure for auditing cleft speech
In: The Cleft Palate-Craniofacial Journal , 43 (3) pp. 272-288. (2006) (2006)
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16
Sprechsprachliche Kommunikation : Probleme, Konflikte, Störungen
Anders, Lutz Christian (Hrsg.); Hirschfeld, Ursula (Hrsg.). - Frankfurt am Main [u.a.] : Lang, 2003
BLLDB
UB Frankfurt Linguistik
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17
Aspetti logopedici nella riabilitazione del linguaggio nel bambino sordo profondo
In: Comunicazione e sordità. - Pisa : PLUS (2002), 97-100
BLLDB
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18
Voice disorders and their management
Chaloner, Judith (Mitarb.); Johns, Andrew (Mitarb.); Harris, Tom (Mitarb.). - London [u.a.] : Whurr [u.a.], 2000
BLLDB
UB Frankfurt Linguistik
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19
Age differences in the use of informative/heuristic communicative functions in young children with and without hearing loss who are learning spoken language
In: Journal of speech, language, and hearing research. - Rockville, Md. : American Speech-Language-Hearing Association 43 (2000) 2, 380-394
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20
Sprache und Musik : Beiträge der 71. Jahrestagung der Deutschen Gesellschaft für Sprach- und Stimmheilkunde e.V., Berlin, 12. - 13. März 1999
Sendlmeier, Walter F. (Mitarb.); Shehata-Dieler, Wafaa (Mitarb.); Matulat, Peter (Mitarb.). - Stuttgart : Steiner, 2000
BLLDB
Institut für Empirische Sprachwissenschaft
UB Frankfurt Linguistik
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