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C2SI corpus: a database of speech disorder productions to assess intelligibility and quality of life in head and neck cancers
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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2
C2SI corpus: a database of speech disorder productions to assess intelligibility and quality of life in head and neck cancers [<Journal>]
Woisard, Virginie [Verfasser]; Astésano, Corine [Verfasser]; Balaguer, Mathieu [Verfasser].
DNB Subject Category Language
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3
Using automatic speech recognition for the prediction of impaired speech identification
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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4
Carcinologic Speech Severity Index Project: A Database of Speech Disorder Productions to Assess Quality of Life Related to Speech After Cancer
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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5
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
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, &#x27E8;10.21437/jep.2018-22&#x27E9; (2018)
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6
Automatic Evaluation of Speech Intelligibility Based on i-vectors in the Context of Head and Neck Cancers
In: Interspeech 2018 ; Interspeech ; https://hal.archives-ouvertes.fr/hal-01962170 ; Interspeech, Sep 2018, Hyderabad, India. pp.2943-2947, &#x27E8;10.21437/interspeech.2018-1266&#x27E9; (2018)
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7
Perceptual and automatic evaluations of the intelligibility of speech degraded by noise induced hearing loss simulation
In: Proceedings Interspeech 2018 ; INTERSPEECH 2018 ; https://hal.archives-ouvertes.fr/hal-02181949 ; INTERSPEECH 2018, Sep 2018, Hyderabad, Inde. pp.2953-2957, &#x27E8;10.21437/Interspeech.2018-1264&#x27E9; ; https://www.interspeech2018.org/ (2018)
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8
Automatic Prediction of Speech Evaluation Metrics for Dysarthric Speech
In: Interspeech ; https://hal.archives-ouvertes.fr/hal-01771613 ; Interspeech, Aug 2017, Stockholm, Sweden (2017)
Abstract: International audience ; During the last decades, automatic speech processing systems witnessed an important progress and achieved remarkable reliability. As a result, such technologies have been exploited in new areas and applications including medical practice. In disordered speech evaluation context, perceptual evaluation is still the most common method used in clinical practice for the diagnosing and the following of the condition progression of patients despite its well documented limits (such as subjectivity). In this paper, we propose an automatic approach for the prediction of dysarthric speech evaluation metrics (intelligibility, severity, articulation impairment) based on the representation of the speech acoustics in the total variability subspace based on the i-vectors paradigm. The proposed approach, evaluated on 129 French dysarthric speakers from the DesPhoAPady and VML databases, is proven to be efficient for the modeling of patient's production and capable of detecting the evolution of speech quality. Also, low RMSE and high correlation measures are obtained between automatically predicted metrics and perceptual evaluations.
Keyword: [INFO]Computer Science [cs]; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; automatic speech processing; i-vectors; Index Terms: Dysarthria; speech disorders; speech intelligibility
URL: https://hal.archives-ouvertes.fr/hal-01771613/file/intelligibility_prediction_vf.pdf
https://hal.archives-ouvertes.fr/hal-01771613
https://hal.archives-ouvertes.fr/hal-01771613/document
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9
The TYPALOC Corpus: A Collection of Various Dysarthric Speech Recordings in Read and Spontaneous Styles
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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10
Evaluation of a Phone-Based Anomaly Detection Approach for Dysarthric Speech
In: Interspeech 2016 ; https://hal.archives-ouvertes.fr/hal-02102786 ; Interspeech 2016, Sep 2016, San Francisco, United States. pp.223-227, &#x27E8;10.21437/Interspeech.2016-1077&#x27E9; (2016)
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11
Détection automatique d'anomalies sur deux styles de parole dysarthrique: parole lue vs spontanée
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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12
Automatic Detection of Phoneme-Based Anomalies in Dysarthric Speech
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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13
Automatic speech processing for dysarthria: A study of Inter-pathology variability
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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14
Traitement automatique de la parole dysarthrique: Etude de la variabilité inter-pathologique
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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15
Détection automatique d'anomalies dans la parole dysarthrique
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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