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Analysing spectral changes over time to identify articulatory impairments in dysarthria
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In: ISSN: 0001-4966 ; EISSN: 1520-8524 ; Journal of the Acoustical Society of America ; https://hal.archives-ouvertes.fr/hal-03099517 ; Journal of the Acoustical Society of America, Acoustical Society of America, 2021, 149 (2), pp.758 - 769. ⟨10.1121/10.0003332⟩ (2021)
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Abstract:
International audience ; Identifying characteristics of articulatory impairment in speech motor disorders is complicated due to the timeconsuming nature of kinematic measures. The goal is to explore whether analysing the acoustic signal in terms of total squared changes of Mel-Frequency Cepstral Coefficients (TSC_MFCC) and its pattern over time provides sufficient spectral information to distinguish mild and moderate dysarthric French speakers with Amyotrophic Lateral Sclerosis (ALS) and Parkinson's Disease (PD) from each other and from healthy speakers. Participants produced the vowel-glide sequences /ajajaj/, /ujujuj/, and /wiwiwi/. From the time course of TSC_MFCCs, event-related and global measures were extracted to capture the degree of acoustic change and its variability. In addition, durational measures were obtained. For both mild and moderately impaired PD and ALS speakers, the degree of acoustic change and its variability, averaged over the complete contour, separated PD and ALS speakers from each other and from healthy speakers, especially when producing the sequences /ujujuj/ and /wiwiwi/. Durational measures separated the moderate ALS from healthy and moderate PD speakers. Using the approach on repetitive sequences targeting the lingual and labial articulators to characterize articulatory impairment in speech motor disorders is promising. Findings are discussed against prior findings of articulatory impairment in the populations studied.
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Keyword:
[SCCO.LING]Cognitive science/Linguistics; [SHS.LANGUE]Humanities and Social Sciences/Linguistics
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URL: https://hal.archives-ouvertes.fr/hal-03099517 https://doi.org/10.1121/10.0003332 https://hal.archives-ouvertes.fr/hal-03099517/file/Slis_etal_2021_JASA.pdf https://hal.archives-ouvertes.fr/hal-03099517/document
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Perceptual dynamics in the processing of tonal alignment
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In: Proc. 10th International Conference on Speech Prosody 2020, ; Speech Prosody 2020 ; https://hal.archives-ouvertes.fr/hal-03100413 ; Speech Prosody 2020, Aug 2020, Online, Japan. ⟨10.21437/speechprosody.2020-31⟩ (2020)
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Production de la parole en réponse à de multiples perturbations du feedback auditif
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In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole ; https://hal.archives-ouvertes.fr/hal-02798560 ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole, Jun 2020, Nancy, France. pp.370-378 (2020)
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Complexity patterns underlying speech production activity
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In: ISSP 2020 ; https://hal.archives-ouvertes.fr/hal-03100430 ; ISSP 2020, Dec 2020, Online, United States (2020)
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Speech production in response to multiple perturbations of auditory feedback
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In: ISSP 2020 ; https://hal.archives-ouvertes.fr/hal-03100466 ; ISSP 2020, Dec 2020, Online, United States (2020)
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Using spectral features to distinguish speakers with Parkinson’s disease from typical speakers
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In: 12th International Seminar on Speech Production ; https://hal.archives-ouvertes.fr/hal-03099425 ; 12th International Seminar on Speech Production, Dec 2020, Providence, United States (2020)
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F1 and speech rate adaptations in response to various perturbations. ; Adaptations sur le F1 et le débit en réponse à diverses perturbations
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In: Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole ; https://hal.archives-ouvertes.fr/hal-02798532 ; 6e conférence conjointe Journées d'Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 1 : Journées d'Études sur la Parole, Jun 2020, Nancy, France. pp.163-171 ; https://jep-taln2020.loria.fr/ (2020)
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The joint perception and categorization of speech sounds: A pilot study
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In: 8th bi-annual Joint Action Meeting (JAM) ; https://hal.archives-ouvertes.fr/hal-02091782 ; 8th bi-annual Joint Action Meeting (JAM), Jul 2019, Genova, Italy ; http://www.intobrain.it/jam8/ (2019)
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Coordinative patterns underlying cross-linguistic rhythmic differences
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In: ISSN: 0095-4470 ; EISSN: 1095-8576 ; Journal of Phonetics ; https://hal.archives-ouvertes.fr/hal-02069888 ; Journal of Phonetics, Elsevier, 2019, 72, pp.66-80. ⟨10.1016/j.wocn.2018.08.004⟩ (2019)
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The contribution of dynamics to the perception of tonal alignment
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In: Phonetics and Phonology in Europe ; https://hal.archives-ouvertes.fr/hal-02503071 ; Phonetics and Phonology in Europe, Jun 2019, Lecce, Italy (2019)
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Manipulating verbal interaction via artificial agents to study inter-speaker coordination
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In: Social cognition in humans and robots ; https://hal.archives-ouvertes.fr/hal-01874505 ; Social cognition in humans and robots, Sep 2018, Hamburg, Germany ; https://www.socsmcs.eu/conference2018 (2018)
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Analyzing vocal tract movements during speech accommodation
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In: Proceedings of Interspeech 2018 ; Interspeech 2018 ; https://hal.archives-ouvertes.fr/hal-01848354 ; Interspeech 2018, Sep 2018, Hyderabad, India. Paper 2084, ⟨10.21437/Interspeech.2018-2084⟩ ; http://interspeech2018.org (2018)
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Towards a meta-analysis of phonetic convergence effects in non-interactive speech production tasks
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In: Workshop on Accommodation in Speech Communication ; https://hal.archives-ouvertes.fr/hal-01916665 ; Workshop on Accommodation in Speech Communication, Dec 2018, Zurich, Switzerland ; https://www.spur.uzh.ch/dam/jcr:17633c54-f8cf-4263-af3d-d0f0db1c89ad/Booklet%20Abstracts%20WS%20Accommodation%20Dec%202018.pdf (2018)
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A multimodal approach to the voicing contrast in Turkish: Evidence from simultaneous measures of acoustics, intraoral pressure and tongue palatal contacts
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In: ISSN: 0095-4470 ; EISSN: 1095-8576 ; Journal of Phonetics ; https://hal.archives-ouvertes.fr/hal-02069885 ; Journal of Phonetics, Elsevier, 2018, 71, pp.395-409. ⟨10.1016/j.wocn.2018.10.002⟩ (2018)
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Coupling relations underlying the production of speech articulator movements and their invariance to speech rate
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In: ISSN: 0340-1200 ; EISSN: 1432-0770 ; Biological Cybernetics (Modeling) ; https://hal.archives-ouvertes.fr/hal-02069882 ; Biological Cybernetics (Modeling), Springer Verlag, 2018, 112 (3), pp.253-276. ⟨10.1007/s00422-018-0749-y⟩ (2018)
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Studying the link between inter-speaker coordination and speech imitation through human-machine interactions
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In: Interspeech 2017 ; https://hal.archives-ouvertes.fr/hal-01534155 ; Interspeech 2017, Aug 2017, Stockholm, Sweden. pp.859-863, ⟨10.21437/Interspeech.2017-1431⟩ (2017)
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Speech dynamics : Converging evidence from syllabification and categorization
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In: ISSN: 0095-4470 ; EISSN: 1095-8576 ; Journal of Phonetics ; https://halshs.archives-ouvertes.fr/halshs-01509053 ; Journal of Phonetics, Elsevier, 2017 (2017)
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Prediction versus coupling: testing two different accounts of inter-speaker coordination
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In: Proceedings of the 7th Joint Action Meeting ; https://hal.archives-ouvertes.fr/hal-01568369 ; Proceedings of the 7th Joint Action Meeting, Jul 2017, London, United Kingdom. pp.91 ; https://somby.ceu.edu/jam (2017)
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L1 intonational categories as " perceptual attractors " during L2 imitation
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In: 7th International Conference on Speech Motor Control ; https://halshs.archives-ouvertes.fr/halshs-01793255 ; 7th International Conference on Speech Motor Control, 2017, Groeningen, Netherlands (2017)
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L1 intonational categories as “perceptual attractors”during L2 imitation
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In: ILCB meeting ; https://halshs.archives-ouvertes.fr/halshs-01793257 ; ILCB meeting, 2017, Ile de Porquerroles, France (2017)
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