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Validation of an intelligibility test based on acoustic-phonetic decoding of pseudo-words: overall results from patients with cancer of the oral cavity and the oropharynx
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In: ISSN: 1021-7762 ; EISSN: 1421-9972 ; Folia Phoniatrica et Logopaedica ; https://hal.archives-ouvertes.fr/hal-03448354 ; Folia Phoniatrica et Logopaedica, Karger, In press, ⟨10.1159/000519427⟩ (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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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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Du recueil à l’exploitation des corpus de parole « pathologique » : comment accéder à la variation physiopathologique ?
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In: ISSN: 1638-9808 ; EISSN: 1765-3126 ; Corpus ; https://halshs.archives-ouvertes.fr/halshs-03379968 ; Corpus, Bases, Corpus, Langage - UMR 7320, 2021, ⟨10.4000/corpus.5677⟩ (2021)
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Du recueil à l’exploitation des corpus de parole « pathologique » : comment accéder à la variation physiopathologique ?
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In: ISSN: 1638-9808 ; EISSN: 1765-3126 ; Corpus ; https://hal.archives-ouvertes.fr/hal-03145102 ; Corpus, Bases, Corpus, Langage - UMR 7320, 2021, ⟨10.4000/corpus.5677⟩ (2021)
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Optimizing linguistic materials for feature-based intelligibility assessment in speech impairments
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In: ISSN: 1554-351X ; EISSN: 1554-3528 ; Behavior Research Methods ; https://hal.archives-ouvertes.fr/hal-03325628 ; Behavior Research Methods, Psychonomic Society, Inc, 2021, ⟨10.3758/s13428-021-01610-9⟩ (2021)
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Discriminating speakers using perceptual clustering interface
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In: XVII AISV Conference: Speaker Individuality in Phonetics and Speech Sciences: Speech Technology and Forensic Applications ; https://hal.archives-ouvertes.fr/hal-03160943 ; XVII AISV Conference: Speaker Individuality in Phonetics and Speech Sciences: Speech Technology and Forensic Applications, Feb 2021, Zurich, Switzerland (2021)
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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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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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What kind of intelligibility test to assess speech production disorders ? ; Quels tests d'intelligibilité pour évaluer les troubles de production de la parole ?
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In: Actes de la conférence conjointe JEP-TALN-RECITAL 2016 -vol 1 ; Journées d'Etude sur la Parole ; https://hal.archives-ouvertes.fr/hal-01372037 ; Journées d'Etude sur la Parole, 2016, Paris, France. pp.589-596 (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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What Makes a Speaker Recognizable in TV Broadcast? Going Beyond Speaker Identification Error Rate
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In: Interspeech 2015 ; ERRARE Workshop, a satellite event of Interspeech 2015. ; https://hal.archives-ouvertes.fr/hal-01433205 ; ERRARE Workshop, a satellite event of Interspeech 2015., 2015, Sinaia, Romania (2015)
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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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Abstract:
International audience ; Perceptual evaluation is still the most common method in clinical practice for diagnosing and following the progression of the condition of people with speech disorders. Although a number of studies have addressed the acoustic analysis of speech productions exhibiting impairments, additional descriptive analysis is required to manage interperson variability, considering speakers with the same condition or across different conditions. In this context, this article investigates automatic speech processing approaches dedicated to the detection and localization of abnormal acoustic phenomena in speech signal produced by people with speech disorders. This automatic process aims at enhancing the manual investigation of human experts while at the same time reducing the extent of their intervention by calling their attention to specific parts of the speech considered as atypical from an acoustical point of view. Two different approaches are proposed in this article. The first approach models only the normal speech, whereas the second models both normal and dysarthric speech. Both approaches are evaluated following two strategies: one consists of a strict phone comparison between a human annotation of abnormal phones and the automatic output, while the other uses a “one-phone delay” for the comparison. The experimental evaluation of both approaches for the task of detecting acoustic anomalies was conducted on two different corpora composed of French dysarthric speakers and control speakers. These approaches obtain very encouraging results and their potential for clinical uses with different types of dysarthria and neurological diseases is quite promising.
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Keyword:
[INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; automatic speech processing; dysarthria; objective detection of acoustic anomalies; Speech disorders; supervised classification
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URL: https://hal.archives-ouvertes.fr/hal-01485312
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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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