Word Learning with Prosodic information. Applying non-verbal Cues to enhance Speech Recognition Performance

Word Learning with Prosodic information. Applying non-verbal Cues to enhance Speech Recognition Performance

Daniel Berndt

     

бумажная книга



Издательство: Книга по требованию
Дата выхода: июль 2011
ISBN: 978-3-6393-1414-4
Объём: 88 страниц
Масса: 153 г
Размеры(В x Ш x Т), см: 23 x 16 x 1

Previous studies have shown that infants use prosodic information as an aid for discriminating and recognising words. The present work is based on a word learning model which automatically extracts target words from raw speech input paired with a label for the target word. This model was enhanced by incorporating prosodic information. In addition, an unsupervised model is developed which does not rely on a label of any kind. Although prosodic information could not improve the performance of the unsupervised model, it is shown that the incorporation of pitch leads to an increase of performance in the supervised case and that the unsupervised model yields effective results.

Данное издание не является оригинальным. Книга печатается по технологии принт-он-деманд после получения заказа.

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