Automatic labeling of prosodic patterns
| Autor: | Colin W. Wightman, Mari Ostendorf |
|---|---|
| Rok vydání: | 1994 |
| Předmět: |
Markov sequence
Acoustics and Ultrasonics business.industry Computer science Speech recognition Decision theory Decision tree Markov process computer.software_genre symbols.namesake ComputingMethodologies_PATTERNRECOGNITION Robustness (computer science) Face (geometry) symbols Computer Vision and Pattern Recognition Artificial intelligence Electrical and Electronic Engineering business computer Software Natural language processing Natural language General algorithm |
| Zdroj: | IEEE Transactions on Speech and Audio Processing. 2:469-481 |
| ISSN: | 1063-6676 |
| DOI: | 10.1109/89.326607 |
| Popis: | This paper describes a general algorithm for labeling prosodic patterns in speech, which provides a mechanism for mapping sequences of observations (vectors of acoustic correlates) to prosodic labels using decision trees and a Markov sequence model. Important and novel features of the approach are that it allows many dissimilar correlates to be treated in a unified manner to provide more robust labeling, and that it is designed to be a post-word-recognition processing step. Application of the algorithm is illustrated with experimental results for labeling prosodic phrasing and phrasal prominence in two corpora of professionally read speech. The labels produced by the automatic algorithm exhibit agreement with hand-labeled prominence and phrasing that is close to the agreement between different human labelers. > |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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