Title :
Template adaptation in a hypersphere word classifier
Author :
Smith, L.A. ; Scott, B.L. ; Lin, L.S. ; Newel, J.M.
Author_Institution :
Scott Instrum. Corp., Denton, TX, USA
Abstract :
Two methods of adapting speech recognition templates for developing multispeaker or speaker-independent vocabularies are tested. Both methods rely on feedback to assess the accuracy of recognition, and both use the test utterance to modify the correct template when recognition fails. In addition, one method uses the test utterance to modify intruding templates, moving them away from the test token´s position in pattern space; this method is more effective for developing both multispeaker and speaker-independent vocabularies
Keywords :
speech recognition; hypersphere word classifier; multispeaker vocabularies; speaker-independent vocabularies; speech recognition; template adaptation; utterance; Bridges; Cities and towns; Feedback; Instruments; Measurement standards; Nearest neighbor searches; Speech recognition; Testing; Vocabulary; Waste materials;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1990. ICASSP-90., 1990 International Conference on
Conference_Location :
Albuquerque, NM
DOI :
10.1109/ICASSP.1990.115775