Fourth European Conference on Speech Communication and Technology

Madrid, Spain
September 18-21, 1995

Predictive Assesment for Speaker Independent Isolated Word Recognisers

Alison Simons

BT Labs, Martlesham Heath, Ipswich, UK

This paper describes a method for assessing the likely accuracy of a speaker independent isolated word recogniser on a new vocabulary, without the use of field trials or database collections. An algorithm is introduced which attempts to predict vocabulary difficulty using a word confusability measure. This is based on the likely pronunciation of words, coupled with information about likely phone confusions. The power of this technique to predict recogniser accuracy is tested through comparison with the measured performance of an actual recogniser on the 'Macrophone' telephony speech corpus.

Full Paper

Bibliographic reference.  Simons, Alison (1995): "Predictive assesment for speaker independent isolated word recognisers", In EUROSPEECH-1995, 1465-1468.