Statistical Methods for Speech Recognition
Statistical Methods for Speech Recognition
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Statistical Methods for Speech Recognition by Frederick Jelinek
This book reflects decades of important research on the mathematical foundations of speech recognition. It focuses on underlying statistical techniques such as hidden Markov models, decision trees, the expectation-maximization algorithm, information theoretic goodness criteria, maximum entropy probability estimation, parameter and data clustering, and smoothing of probability distributions. The author's goal is to present these principles clearly in the simplest setting, to show the advantages of self-organization from real data, and to enable the reader to apply the techniques.
| SKU | Nicht verfügbar |
| ISBN 13 | 9780262100663 |
| ISBN 10 | 0262100665 |
| Titel | Statistical Methods for Speech Recognition |
| Autor | Frederick Jelinek |
| Serie | Language Speech And Communication |
| Buchzustand | Nicht verfügbar |
| Bindungsart | Hardback |
| Verlag | MIT Press Ltd |
| Erscheinungsjahr | 1998-01-15 |
| Seitenanzahl | 305 |
| Hinweis auf dem Einband | Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden. |
| Hinweis | Nicht verfügbar |