Analysis of Pathological Speech Signals
Arias-Vergara, Tomás
Produktnummer:
180033e8af9ad345c094e6d071b95d6475
| Autor: | Arias-Vergara, Tomás |
|---|---|
| Themengebiete: | Aging Machine learning Smartphone applications Speech disorders Speech processing |
| Veröffentlichungsdatum: | 17.10.2022 |
| EAN: | 9783832555610 |
| Sprache: | Englisch |
| Seitenzahl: | 266 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Logos Berlin |
Produktinformationen "Analysis of Pathological Speech Signals"
This book addresses the automatic analysis of speech disorders resulting from a clinical condition (Parkinson's disease and hearing loss) or the natural aging process. For Parkinson's disease, the progression of speech symptoms is evaluated by considering speech recordings captured in the short-term (4 months) and long-term (5 years). Machine learning methods are used to perform three tasks: (1) automatic classification of patients vs. healthy speakers. (2) regression analysis to predict the dysarthria level and neurological state. (3) speaker embeddings to analyze the progression of the speech symptoms over time. For hearing loss, automatic acoustic analysis is performed to evaluate whether the duration and onset of deafness (before or after speech acquisition) influence the speech production of cochlear implant users. Additionally, articulation, prosody, and phonemic analyses show that cochlear implant users present altered speech production even after hearing rehabilitation
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen