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Using Automatic Speech Recognition to Optimize Hearing-Aid Time Constants
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In: ISSN: 1662-4548 ; EISSN: 1662-453X ; Frontiers in Neuroscience ; https://hal.archives-ouvertes.fr/hal-03627441 ; Frontiers in Neuroscience, Frontiers, 2022, 16 (779062), ⟨10.3389/fnins.2022.779062⟩ ; https://www.frontiersin.org/articles/10.3389/fnins.2022.779062/full (2022)
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Intelligibility and comprehensibility: A Delphi consensus study
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In: ISSN: 1368-2822 ; EISSN: 1460-6984 ; International Journal of Language and Communication Disorders ; https://hal.archives-ouvertes.fr/hal-03543198 ; International Journal of Language and Communication Disorders, Wiley, 2022, 57 (1), pp.21 - 41. ⟨10.1111/1460-6984.12672⟩ ; https://onlinelibrary.wiley.com/doi/10.1111/1460-6984.12672 (2022)
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Using Automatic Speech Recognition to Optimize Hearing-Aid Time Constants
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In: Front Neurosci (2022)
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Assessment of adult speech disorders: current situation and needs in French-speaking clinical practice
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In: ISSN: 1401-5439 ; Logopedics Phoniatrics Vocology ; https://hal.archives-ouvertes.fr/hal-03120115 ; Logopedics Phoniatrics Vocology, Taylor & Francis, 2021, pp.1-15. ⟨10.1080/14015439.2020.1870245⟩ (2021)
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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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Relationship between phoneme-level spectral acoustics and speech intelligibility in healthy speech: a systematic review
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In: ISSN: 1092-4388 ; EISSN: 1558-9102 ; Journal of Speech, Language, and Hearing Research ; https://hal.archives-ouvertes.fr/hal-03543196 ; Journal of Speech, Language, and Hearing Research, American Speech-Language-Hearing Association, 2021, In a new world of research, what do we already know? Systematic and scoping reviews in Speech, Language and Hearing, 24 (2), pp.105 - 132. ⟨10.1080/2050571x.2021.1913300⟩ ; https://www.tandfonline.com/doi/abs/10.1080/2050571X.2021.1913300?journalCode=yslh20 (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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| 9 |
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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| 10 |
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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| 11 |
Simulating reading mistakes for child speech Transformer-based phone recognition
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In: Annual Conference of the International Speech Communication Association (INTERSPEECH) ; https://hal.archives-ouvertes.fr/hal-03257870 ; Annual Conference of the International Speech Communication Association (INTERSPEECH), Aug 2021, Brno, Czech Republic (2021)
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End-to-end acoustic modelling for phone recognition of young readers
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In: ISSN: 0167-6393 ; EISSN: 1872-7182 ; Speech Communication ; https://hal.archives-ouvertes.fr/hal-03373156 ; Speech Communication, Elsevier : North-Holland, 2021, 134, pp.71-84. ⟨10.1016/j.specom.2021.08.003⟩ ; https://www.sciencedirect.com/science/article/pii/S0167639321000959?via%3Dihub (2021)
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| 13 |
L'apport du geste dans l'acquisition de la prononciation en L2 via un outil d'apprentissage en ligne : une étude pilote
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In: Journées d'études du GIS Réseau d'acquisition des langues secondes (REAL2 2021) ; https://hal.archives-ouvertes.fr/hal-03428242 ; Journées d'études du GIS Réseau d'acquisition des langues secondes (REAL2 2021), Nov 2021, Paris, France ; http://www.inalco.fr/evenement/journees-etudes-gis-reseau-acquisition-langues-secondes-real2-acquisition-didactique-vice (2021)
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| 14 |
End-to-end acoustic modelling for phone recognition of young readers ...
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| 16 |
Functional impact of speech disorders in patients treated for oral or oropharyngeal cancer, assessed by perceptual and automatic measurements
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In: 2020 Motor Speech Conference ; https://hal.archives-ouvertes.fr/hal-02505380 ; 2020 Motor Speech Conference, Feb 2020, Santa Barbara, United States. ⟨10.13140/RG.2.2.35402.52168⟩ (2020)
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Abstract:
International audience ; Rationale: Treatment of oral and oropharyngeal cancer affects the anatomical regions involved in speech production. It has a major impact on patients' quality of life because it degrades communicational functions [1]. Despite this observation, little research is currently carried out on the functional impact of speech disorders. Previous studies have only found moderate correlations between quality of life and speech disorder severity scores, derived from a perceptual assessment [2]. This might be explained by the biases associated with standard perceptual speech evaluation, in terms of intra- and inter-rater reliability. In this context, the development of tools for automatic speech signal processing seems to be fully relevant [3]. Purpose: The objective of this study is to analyze the correlations between patients' quality of life and the speech disorder severity scores, assessed perceptually and automatically.Methods: The database used was the one from the C2SI project [2]. Eighty-seven patients treated for oral or oropharyngeal cancer were recruited. They filled out an overall quality-of-life questionnaire including a "social role functioning" dimension (MOS SF-36 "SF36-SF", [4]), but also two specific questionnaires related to speech [5, 6]. Their speech was then recorded on different tasks. A jury of six experts perceptually assessed the quality of speech and gave a score for the severity of the speech disorder on a semi-spontaneous task of picture description (ranging from 0 – no impairment – to 10 – maximum impairment). An automatic speech signal analysis allowed the calculation of a speech severity score (on pseudowords repetition, text reading and a sustained vowel "a"): the Carcinologic Speech Severity Index (C2SI). The correlations of the two severity scores (perceptual and automatic) with the scores from the quality of life questionnaires were studied using Spearman correlation coefficients.Results: The "social role functioning" dimension of the SF-36 (SF36-SF) was weakly correlated with perceptual (r =.13) and automatic (r =.31) scores. Regarding the speech-related quality of life, the functional dimensions of the SHI and of the PHI are moderately correlated with the perceptual score (r = -.39 for both questionnaires), but also with the automatic one (r = -.31 in both cases). The correlations between the speech severity scores and the functional dimensions of the questionnaires are also moderate (r = -.50 between the perceptual score and the PHI "psychosocial” dimension; r = -.52 between the automatic C2SI score and the "psychosocial” dimension).Discussion: This study shows that the correlation between the quality of life and the speech disorder severity is only moderate, whether the impairment is assessed perceptually or automatically. This requires studying the intermediate step between the speech disorder severity and the speech-related quality of life, which is the functional impact of the disorder on the patient’s everyday life activities. To this end, the development of comprehensive models combining different acoustic measures to avoid perceptual biases would allow for a better consideration of this functional impact. Further analyses have to be carried out to find whether these measures on conversational speech are relevant, which is a more natural context of speech production. The alteration of the prosody and the lexical choice according to the articulatory/phonetic complexity or to the syntactic structure could be cues of the subject’s speech behavior regarding avoidance or compensation strategies. Moreover, an automatic analysis of the speech signal including functional impact measurements could make it possible to determine thresholds for speech disorder severity according to the functional impact on communicational acts. In addition, the development of innovative objective tools that take into account the communicational impairment will improve current clinical practice by customizing patient care in order to meet individual daily functional needs starting from an early stage.
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Keyword:
[SDV.CAN]Life Sciences [q-bio]/Cancer; [SDV.MHEP]Life Sciences [q-bio]/Human health and pathology; Speech production disorders
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URL: https://hal.archives-ouvertes.fr/hal-02505380/document
https://doi.org/10.13140/RG.2.2.35402.52168
https://hal.archives-ouvertes.fr/hal-02505380/file/BALAGUER-Poster.pdf
https://hal.archives-ouvertes.fr/hal-02505380
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| 17 |
Subjective Evaluation of Comprehensibility in Movie Interactions
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In: Proceedings of the 12th Language Resources and Evaluation Conference ; 12th Conference on Language Resources and Evaluation (LREC 2020) ; https://hal.archives-ouvertes.fr/hal-03536555 ; 12th Conference on Language Resources and Evaluation (LREC 2020), European Language Resources Association (ELRA), May 2020, Marseille, France. pp.2348-2357 ; https://aclanthology.org/2020.lrec-1.286/ (2020)
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| 18 |
Effects of oral and oropharyngeal cancer on speech intelligibility using acoustic analysis: Systematic review
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In: ISSN: 1043-3074 ; EISSN: 1097-0347 ; Head and Neck ; https://hal.archives-ouvertes.fr/hal-02492761 ; Head and Neck, Wiley, 2020, 42 (1), pp.111-130. ⟨10.1002/hed.25949⟩ (2020)
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A new measure to predict the a priori performance of automatic transcription systems on reverberated speech
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In: Speech In Noise Workshop - SpiN 2019 ; https://hal.archives-ouvertes.fr/hal-02976602 ; Speech In Noise Workshop - SpiN 2019, Jan 2019, Ghent, Belgium ; https://spin2019.be/?p=program&id=86 (2019)
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| 20 |
EVOLEX : apport de la reconnaissance vocale pour le diagnostic des dysfonctionnements cognitifs légers
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In: Actes des 8e Journees de Phonetique Clinique ; 8e Journees de Phonetique Clinique (JPC 2019) ; https://hal.archives-ouvertes.fr/hal-02442023 ; 8e Journees de Phonetique Clinique (JPC 2019), May 2019, Mons, Belgique. pp.105-106 (2019)
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