Parallel Robust Speech Recognition
Robust Speech Recognition of Noisy or Reverberated Data Using Multiple Recognizers in Different Energy Bands
(Sprache: Englisch)
This book focuses on automatic speech recognition in clean and noisy or reverberant environments. Therefore, a parallel speech recognition system using TemporRAl Patterns (TRAPs) is described. The TRAPs are computed over a rather long temporal context for...
Leider schon ausverkauft
versandkostenfrei
Buch
49.00 €
Produktdetails
Produktinformationen zu „Parallel Robust Speech Recognition “
Klappentext zu „Parallel Robust Speech Recognition “
This book focuses on automatic speech recognition in clean and noisy or reverberant environments. Therefore, a parallel speech recognition system using TemporRAl Patterns (TRAPs) is described. The TRAPs are computed over a rather long temporal context for each critical band in the speech signal's spectrum. Then, the features of the different bands are combined. Thus, recognition only in certain bands is possible. This is beneficial if noise occurs only in parts of the spectrum. In this manner multiple speech recognizers are trained which analyze disjoint bands of the frequency domain. Each of the speech recognizers extracts a different word chain from the audio signal. In the end the word chains are merged to form a single recognition result. As shown on different data sets the parallel speech recognition system is much more robust to noise and reverberation than the state-of-the-art baseline system.The book explains all relevant parts of speech recognition and is, therefore, also suitable for readers who are not familiar with the subject.
Autoren-Porträt von Andreas Maier
Andreas Maier was born on 26th of November 1980 in Erlangen. He studied Computer Science and graduated in 2005. Since October 2005 he is working at the Chair of Pattern Recognition at the Computer Science Department of the University of Erlangen-Nuremberg. His major research subject is recognition of pathologic speech.
Bibliographische Angaben
- Autor: Andreas Maier
- 92 Seiten, Maße: 15 x 22 cm, Kartoniert (TB), Englisch
- Verlag: VDM Verlag Dr. Müller
- ISBN-10: 3836477068
- ISBN-13: 9783836477062
- Erscheinungsdatum: 28.11.2013
Sprache:
Englisch
Kommentar zu "Parallel Robust Speech Recognition"
0 Gebrauchte Artikel zu „Parallel Robust Speech Recognition“
Zustand | Preis | Porto | Zahlung | Verkäufer | Rating |
---|
Schreiben Sie einen Kommentar zu "Parallel Robust Speech Recognition".
Kommentar verfassen