Howard, IS;
Huckvale, MA;
(2002)
Two-level recognition of isolated word using neural nets.
In:
1989 First IEE International Conference on Artificial Neural Networks, (Conf. Publ. No. 313).
(pp. pp. 90-94).
IET: London, UK,.
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Abstract
Describes a neural-net based isolated word recogniser that has a better performance on a standard multi-speaker database than the reference hidden Markov model recogniser. The complete neural net recogniser is formed from two parts: a front-end which transforms the complex acoustic specification of the speech into a simplified phonetic feature specification, and a whole-word discriminator net. Each level was trained separately, thus considerably reducing the time necessary to train the overall system.
| Type: | Proceedings paper |
|---|---|
| Title: | Two-level recognition of isolated word using neural nets |
| Event: | 1989 First IEE International Conference on Artificial Neural Networks, (Conf. Publ. No. 313) |
| Location: | LONDON, ENGLAND |
| Dates: | 16 October 1989 - 18 October 1989 |
| ISBN: | 0-85296-388-2 |
| Open access status: | An open access version is available from UCL Discovery |
| Publisher version: | https://ieeexplore.ieee.org/document/51937/similar... |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | Neural networks, Speech recognition |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences > Speech, Hearing and Phonetic Sciences |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10091731 |
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