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EVOLEX : la reconnaissance vocale au service du diagnostic des dysfonctionnements langagiers
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In: Séminaire AFCP 2021 – Phonétique Clinique ; https://hal-univ-tlse3.archives-ouvertes.fr/hal-03269242 ; Séminaire AFCP 2021 – Phonétique Clinique, May 2021, Toulouse (virtuel), France ; http://www.afcp-parole.org/seminaire-afcp-phonetique-clinique-27-mai-2021/ (2021)
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Automatic extraction of speech rhythm descriptors for speech intelligibility assessment in the context of Head and Neck Cancers
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In: à paraître ; INTERSPEECH 2021 ; https://hal-univ-tlse3.archives-ouvertes.fr/hal-03269227 ; INTERSPEECH 2021, ISCA : International Speech and Communication Association, Aug 2021, Brno, Czech Republic ; https://www.interspeech2021.org (2021)
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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
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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)
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Construction d'un index holistique d'impact sur la communication des troubles de la parole chez les patients traités pour un cancer oral ou oropharyngé
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In: Séminaire AFCP 2021, Thème : Phonétique Clinique ; https://hal.archives-ouvertes.fr/hal-03258582 ; Séminaire AFCP 2021, Thème : Phonétique Clinique, May 2021, Toulouse (virtuel), France. 2021 ; http://www.afcp-parole.org/seminaire-afcp-phonetique-clinique-27-mai-2021/ (2021)
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Analyse des performances des algorithmes d'estimation de la fréquence fondamentale dans le cadre de la voix pathologique
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In: Séminaire AFCP 2021 – Phonétique Clinique ; https://hal-univ-tlse3.archives-ouvertes.fr/hal-03269235 ; Séminaire AFCP 2021 – Phonétique Clinique, May 2021, Toulouse (virtuel), France ; http://www.afcp-parole.org/seminaire-afcp-phonetique-clinique-27-mai-2021/ (2021)
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L'identification automatique des différents bruits de gorge chez le sujet sain : une étude pilote
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In: Séminaire AFCP 2021 – Phonétique Clinique ; https://hal-univ-tlse3.archives-ouvertes.fr/hal-03269247 ; Séminaire AFCP 2021 – Phonétique Clinique, May 2021, Toulouse (virtuel), France ; http://www.afcp-parole.org/seminaire-afcp-phonetique-clinique-27-mai-2021/ (2021)
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Une méthode automatique non supervisée pour évaluer le score de sévérité de la parole chez les patients traités pour un cancer ORL
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In: Séminaire AFCP 2021 – Phonétique Clinique ; https://hal-univ-tlse3.archives-ouvertes.fr/hal-03269228 ; Séminaire AFCP 2021 – Phonétique Clinique, May 2021, Toulouse (virtuel), France. 2021 ; http://www.afcp-parole.org/seminaire-afcp-phonetique-clinique-27-mai-2021/ (2021)
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La laryngophoniatrie du futur
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In: Congrès National de la Société Française d'ORL ; https://hal.archives-ouvertes.fr/hal-03365266 ; Congrès National de la Société Française d'ORL, 2021, Paris, France (2021)
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La laryngophoniatrie du futur
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In: Congrès National de la Société Française d'ORL ; https://hal.archives-ouvertes.fr/hal-03365266 ; Congrès National de la Société Française d'ORL, 2021, Paris, France (2021)
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Using automatic speech recognition to predict aided speech-in-noise intelligibility
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In: Speech In Noise Workshop ; https://hal.archives-ouvertes.fr/hal-02960442 ; Speech In Noise Workshop, Jan 2020, Toulouse, France ; https://2020.speech-in-noise.eu/?p=program&id=105 (2020)
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| 11 |
EVOLEX : approches psycholinguistique et computationnelle de l'accès au lexique et de la proximité sémantique entre paires de mots
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In: FORUM À LA CROISÉE DES SCIENCES : Interagissez, Imaginez, Innovez - FACS3I ; https://hal.archives-ouvertes.fr/hal-02047651 ; FORUM À LA CROISÉE DES SCIENCES : Interagissez, Imaginez, Innovez - FACS3I, Jan 2019, Toulouse, France (2019)
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Construction of an automatic Carcinologic Speech Severity Index (C2SI) score
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In: 31st World Congress of the International Association of Logopedics and Phoniatrics (IALP 2019) ; https://hal.archives-ouvertes.fr/hal-02977799 ; 31st World Congress of the International Association of Logopedics and Phoniatrics (IALP 2019), IALP: International Association of Logopedics and Phoniatrics, Aug 2019, Taipei, Taiwan (2019)
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Abstract:
International audience ; Introduction : The quality of life of patients treated for oral cavity or oropharynx cancer can be impaired because this pathology modifies the communication abilities of the patients due to its location. The assessment of speech disorders is currently based on perceptual assessments, subject to significant variability. The development of automatic speech treatments can optimize this approach.Objective : to assess the validity of the different measurement scores of speech disorders, resulting from an automatic signal analysis, in patients treated for upper aerodigestive tract cancer, to build a global automatic score.Material and methods : our study is based on data from the C2SI projet (Carcinologic Speech Severity Index). 87 patients treated for oral cavity or oropharynx cancer, and 42 controlds performed various speech production tasks, targeting vocal production, prosody, comprehensibility, acoustico-phonetic decoding, and intelligibility. The audio recordings of these productions were the object of a human perceptive evaluation, but also of an automatic treatment. Self-questionnaires of quality of life and perception of speech disability were proposed to the participants to study the links between speech disorder ans perceived impact. Metadata about individual, clinical and treatment information were also collected. Construct validity, criterion validity and reliability were analysed. An automatic index was finally built by modelization.Results : Among all the parameters that can be extracted from an automatic processing of the speech signal, 6 were selected because they are consistent with the data of the literature, they respect the construct validity by discriminating extreme groups, and are correlated with the perceptual score, acting as a gold standard, and with the speech disability scores (criterion validity). A factor analysis confirms their structure in two domains: 2 parameters are part of the "voice" domain (interquartile difference of the fundamental frequency, and amplitude instability), and 4 are part of the "speech" domain (likelihood scores in acoustic-phonetic reading and decoding, row accumulation and anomalous acoustic-phonetic decoding rates). They present a good internal consistency (Cronbach's alphas greater than or equal to 0.90 in the "speech" domain). This led to the construction of an automatic score by modeling these parameters. It has good metric qualities.Conclusion : Automatic speech processing allows to define valid, reliable and reproducible parameters. It remains to test this score automatically on a new patient sample in the external validation framework. A simplification by reduction of tasks may be considered in routine clinical use.
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Keyword:
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [SDV.CAN]Life Sciences [q-bio]/Cancer; [SDV.MHEP.OS]Life Sciences [q-bio]/Human health and pathology/Sensory Organs; [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie
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URL: https://hal.archives-ouvertes.fr/hal-02977799
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| 13 |
Automatic analysis of word association data from the Evolex psycholinguistic tasks using computational lexical semantic similarity measures
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In: 13th International Workshop on Natural Language Processing and Cognitive Science (NLPCS) ; https://hal.archives-ouvertes.fr/hal-01881336 ; 13th International Workshop on Natural Language Processing and Cognitive Science (NLPCS), Sep 2018, Krakow, Poland (2018)
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| 14 |
Le projet EvoLex : Aller plus loin dans l'étude de la fluence et de l'accès au lexique (2018)
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In: Demie-Journée scientifique 2018 "Langage, Culture, Société" : Qui-Quoi-Où de la recherche sur langage, culture & société ; https://hal.archives-ouvertes.fr/hal-03044265 ; Demie-Journée scientifique 2018 "Langage, Culture, Société" : Qui-Quoi-Où de la recherche sur langage, culture & société, Toulouse Mind and Brain Institute (TMBI), CHU Purpan, pavillon Baudot, Toulouse, France; URI Octogone-Lordat (EA4156), Maison de la Recherche Université de Toulouse 2 Jean-Jaurès, Toulouse, France, May 2018, Toulouse, France ; https://octogone.univ-tlse2.fr/accueil/manifestations-scientifiques/seminaires-journees-d-etude/toulouse-mind-and-brain-institute-tmbi-demie-journee-scientifique-langage-culture-societe--539714.kjsp (2018)
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Voice and Speech Perception: Human vs Automatic: How can Computer Speech Recognition be used ?
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In: https://hal.archives-ouvertes.fr/hal-02983148 ; 2018 (2018)
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Carcinologic Speech Severity Index Project: A Database of Speech Disorder Productions to Assess Quality of Life Related to Speech After Cancer
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In: Proceedings of the Eleventh International Conference on Language Resources and Evaluation - LREC 2018 ; Eleventh International Conference on Language Resources and Evaluation Conference (LREC 2018) ; https://hal.archives-ouvertes.fr/hal-01770168 ; Eleventh International Conference on Language Resources and Evaluation Conference (LREC 2018), May 2018, Miyazaki, Japan. pp.L18-1673 ; http://www.lrec-conf.org/proceedings/lrec2018/pdf/506.pdf (2018)
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EVOLEX: un terrain pour éprouver les modèles et techniques TAL de mesures de proximité sémantique
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In: Qui-‐Quoi-‐Où de la recherche sur langage, culture & société à Toulouse ; https://hal.archives-ouvertes.fr/hal-02048841 ; Qui-‐Quoi-‐Où de la recherche sur langage, culture & société à Toulouse, May 2018, Toulouse, France (2018)
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Automatic Speech Recognition Predicts Speech Intelligibility and Comprehension for Listeners With Simulated Age-Related Hearing Loss
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In: ISSN: 1092-4388 ; EISSN: 1558-9102 ; Journal of Speech, Language, and Hearing Research ; https://hal.archives-ouvertes.fr/hal-01578677 ; Journal of Speech, Language, and Hearing Research, American Speech-Language-Hearing Association, 2017, pp.1-12. ⟨10.1044/2017_JSLHR-S-16-0269⟩ (2017)
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Automatic identification of French regional accent
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In: https://hal.archives-ouvertes.fr/hal-03120304 ; [Rapport de recherche] IRIT. 2017 (2017)
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Automatic speech recognition predicts speech intelligibility and comprehension for listeners with simulated age-related hearing loss
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