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    Citas

    Por favor, use este identificador para citar o enlazar este ítem:https://uvadoc.uva.es/handle/10324/82148

    Título
    The Effects of Spontaneous Speech on Disfluencies Assessment of Spanish Speakers with Down Syndrome
    Autor
    Fernández García, Javier DavidAutoridad UVA
    González Ferreras, CésarAutoridad UVA Orcid
    Cardeñoso Payo, ValentínAutoridad UVA Orcid
    Escudero Mancebo, DavidAutoridad UVA
    Corrales Astorgano, MarioAutoridad UVA
    Congreso
    Disfluency in Spontaneous Speech Workshop DiSS 2025
    Año del Documento
    2025
    Editorial
    Helena Moniz, Fernando Batista
    Documento Fuente
    Helena Moniz, Fernando Batista. Disfluency in Spontaneous Speech Workshop DiSS 2025. Lisboa, Portugal. p. 72-76
    Zusammenfassung
    The aim of this study is to investigate the phonetic and fluency characteristics of spontaneous speech produced by Spanish speakers with Down syndrome (DS) compared to nonspontaneous speech modes (read, elicited and imitation) and assess the impact of these differences both on expert speech quality assessment and on automatic speech recognition (ASR) performance. The PRAUTOCAL corpus includes four different speech generation modes of utterances spoken by people with DS. The results show that there are minor differences in some features between spontaneous speech and other modes, but specific types of disfluencies and phonetic errors are more prevalent in spontaneous speech. The Whisper model showed improved performance on spontaneous speech, achieving a significantly lower Word Error Rate (WER) and fewer substitution errors. The Wav2Vec phoneme recognition model performed significantly worse, showing higher phoneme error rate (PER), more substitutions, and greater total errors, no matter the automatic segmentation tool used (MFA or WebMAUS).
    Palabras Clave
    spontaneous speech, disfluencies, Down syndrome
    DOI
    10.21437/DiSS.2025-15
    Idioma
    eng
    URI
    https://uvadoc.uva.es/handle/10324/82148
    Tipo de versión
    info:eu-repo/semantics/publishedVersion
    Derechos
    openAccess
    Aparece en las colecciones
    • ECA-SIMM - Comunicaciones a congresos, conferencias, etc. [14]
    Zur Langanzeige
    Dateien zu dieser Ressource
    Nombre:
    fernandezgarcia25_diss.pdf
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    188.9Kb
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