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C2SI corpus: a database of speech disorder productions to assess intelligibility and quality of life in head and neck cancers
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In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-02921918 ; Language Resources and Evaluation, Springer Verlag, 2021, 55 (1), pp.173-190. ⟨10.1007/s10579-020-09496-3⟩ ; https://link.springer.com/article/10.1007/s10579-020-09496-3 (2021)
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Using automatic speech recognition for the prediction of impaired speech identification
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In: 11th Speech in Noise Workshop (SPiN 2019) ; https://hal.archives-ouvertes.fr/hal-02976603 ; 11th Speech in Noise Workshop (SPiN 2019), Jan 2019, Ghent, Belgium ; https://spin2019.be/?p=program&id=88 (2019)
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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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Automatic evaluation of speech intelligibility in the context of head and neck cancers. ; Evaluation automatique de l'intelligibilité de la parole dans le contexte de cancers de la tête et du cou
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In: XXXIIe Journées d’Études sur la Parole ; XXXIIe Journées d'Etudes sur la Parole ; https://hal.archives-ouvertes.fr/hal-01962302 ; XXXIIe Journées d'Etudes sur la Parole, 2018, Aix-en-Provence, France. pp.187-195, ⟨10.21437/jep.2018-22⟩ (2018)
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Automatic Evaluation of Speech Intelligibility Based on i-vectors in the Context of Head and Neck Cancers
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In: Interspeech 2018 ; Interspeech ; https://hal.archives-ouvertes.fr/hal-01962170 ; Interspeech, Sep 2018, Hyderabad, India. pp.2943-2947, ⟨10.21437/interspeech.2018-1266⟩ (2018)
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Abstract:
International audience ; In disordered speech context, and despite its well-known sub-jectivity, perceptual evaluation is still the most commonly used method in clinical practice to evaluate the intelligibility level of patients' speech productions. However, and thanks to increasing computing power, automatic speech processing systems have witnessed a democratization in terms of users and application areas including the medical practice. In this paper, we evaluate an automatic approach for the prediction of cancer patients' speech intelligibility based on the representation of the speech acoustics in the total variability subspace based on the i-vector paradigm. Experimental evaluations of the proposed predictive approach have shown a very high correlation rate with perceptual intelligibility when applied on the French speech corpora C2SI (r=0.84). They have also demonstrated the robustness of the approach when using a limited amount of disordered speech per patient, which may lead to the redesign and alleviation of the test protocols usually used in disordered speech evaluation context.
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Keyword:
[INFO]Computer Science [cs]; [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; automatic speech processing; Cancer ORL; head and neck cancers; i-vectors; Intelligibilité; intelligibility; Parole; Phonétique clinique; speech disorders; Traitement automatique de la parole; Troubles de la parole
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URL: https://hal.archives-ouvertes.fr/hal-01962170/document https://hal.archives-ouvertes.fr/hal-01962170/file/1266.pdf https://hal.archives-ouvertes.fr/hal-01962170 https://doi.org/10.21437/interspeech.2018-1266
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Perceptual and automatic evaluations of the intelligibility of speech degraded by noise induced hearing loss simulation
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In: Proceedings Interspeech 2018 ; INTERSPEECH 2018 ; https://hal.archives-ouvertes.fr/hal-02181949 ; INTERSPEECH 2018, Sep 2018, Hyderabad, Inde. pp.2953-2957, ⟨10.21437/Interspeech.2018-1264⟩ ; https://www.interspeech2018.org/ (2018)
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Automatic Prediction of Speech Evaluation Metrics for Dysarthric Speech
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In: Interspeech ; https://hal.archives-ouvertes.fr/hal-01771613 ; Interspeech, Aug 2017, Stockholm, Sweden (2017)
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The TYPALOC Corpus: A Collection of Various Dysarthric Speech Recordings in Read and Spontaneous Styles
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In: Language Resources and Evaluation Conference (LREC) ; https://halshs.archives-ouvertes.fr/halshs-01401377 ; Language Resources and Evaluation Conference (LREC), May 2016, Portoroz, Slovenia. p 4658-4665 (2016)
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Evaluation of a Phone-Based Anomaly Detection Approach for Dysarthric Speech
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In: Interspeech 2016 ; https://hal.archives-ouvertes.fr/hal-02102786 ; Interspeech 2016, Sep 2016, San Francisco, United States. pp.223-227, ⟨10.21437/Interspeech.2016-1077⟩ (2016)
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Détection automatique d'anomalies sur deux styles de parole dysarthrique: parole lue vs spontanée
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In: Journées d'Études sur la Parole ; https://hal.archives-ouvertes.fr/hal-01462226 ; Journées d'Études sur la Parole, Jul 2016, Paris, Région indéterminée. pp.9 (2016)
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Automatic Detection of Phoneme-Based Anomalies in Dysarthric Speech
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In: ISSN: 1936-7228 ; EISSN: 1936-7236 ; ACM Transactions on Accessible Computing ; https://hal.archives-ouvertes.fr/hal-01485312 ; ACM Transactions on Accessible Computing , ACM New York, NY, USA 2015, Vol. 6 n° 3 (2015)
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Automatic speech processing for dysarthria: A study of Inter-pathology variability
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In: 18th International Congress of Phonetic Sciences 18 ; https://hal.archives-ouvertes.fr/hal-01498821 ; 18th International Congress of Phonetic Sciences 18, Aug 2015, Glasgow, United Kingdom. pp.5 (2015)
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Traitement automatique de la parole dysarthrique: Etude de la variabilité inter-pathologique
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In: Journées de Phonétique Clinique 6 ; https://hal.archives-ouvertes.fr/hal-01498892 ; Journées de Phonétique Clinique 6, Jun 2015, Montpellier, France. non paginé (2015)
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Détection automatique d'anomalies dans la parole dysarthrique
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In: Journées de Phonétique Clinique 6 ; https://hal.archives-ouvertes.fr/hal-01498824 ; Journées de Phonétique Clinique 6, Jun 2015, Montpellier, France. non paginé (2015)
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