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Focusing on the automatic identification of voice qualities, this book presents a technique that enhances speech recognition systems. It utilizes three key characteristics of speech signals: Zero Crossing Rate, Short Time Energy, and Fundamental Frequency. The effectiveness of the proposed algorithm is demonstrated through data from three different speakers, achieving an overall accuracy of 87.2%. This work highlights the potential for improved speech detection through advanced analysis of vocal attributes.
Buchkauf
Voice Quality Detection Based On Temporal And Spatial Features, Poonam Sharma
- Sprache
- Erscheinungsdatum
- 2019
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- Titel
- Voice Quality Detection Based On Temporal And Spatial Features
- Sprache
- Englisch
- Autor*innen
- Poonam Sharma
- Verlag
- 2019
- Einband
- Paperback
- Seitenzahl
- 64
- ISBN13
- 9786139979769
- Kategorie
- Informatik & Programmierung
- Beschreibung
- Focusing on the automatic identification of voice qualities, this book presents a technique that enhances speech recognition systems. It utilizes three key characteristics of speech signals: Zero Crossing Rate, Short Time Energy, and Fundamental Frequency. The effectiveness of the proposed algorithm is demonstrated through data from three different speakers, achieving an overall accuracy of 87.2%. This work highlights the potential for improved speech detection through advanced analysis of vocal attributes.