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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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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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Abstract:
International audience ; This study aims at comparing perceptual and automatic intelligibility measures on degraded speech. It follows a previous study that designed a novel approach for the automatic prediction of Age-Related Hearing Loss (ARHL) effects on speech intelligibility. In this work, we adapted this approach to a different type of hearing disorder: the Noise Induced Hearing Loss (NIHL), i.e., hearing loss caused by noise exposure at work. Thus, we created a speech corpus made of both isolated words and short sentences pronounced by three speakers (male, female and child) and we simulated different levels of NIHL. A repetition task has been carried out with 60 participants to collect perceptual intelligibility scores. Then, an Automatic Speech Recognition (ASR) system has been designed to predict the perceptual scores of intelligibility. The perceptual evaluation showed similar effects of NIHL simulation on the male, female and child speakers. In addition, the automatic intelligibility measure, based on automatic speech recognition scores, was proven to well predict the effects of the different severity levels of NIHL. Indeed, high correlation coefficients were obtained between the automatic and perceptual intelligibility measures on both speech repetition tasks: 0.94 for isolated words task and 0.97 for sentences task.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [SCCO.LING]Cognitive science/Linguistics; [SCCO.PSYC]Cognitive science/Psychology; automatic speech recognition; hearing disorders; induced hearing loss simulation; noise; speech intelligibility metric
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URL: https://hal.archives-ouvertes.fr/hal-02181949 https://hal.archives-ouvertes.fr/hal-02181949/file/laaridh_22545.pdf https://doi.org/10.21437/Interspeech.2018-1264 https://hal.archives-ouvertes.fr/hal-02181949/document
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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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