Title :
The developmental approach to multimedia speech learning
Author :
Weng, Juyang ; Lee, Yong-Beom ; Evans, Colin H.
Author_Institution :
Dept. of Comput. Sci. & Eng., Michigan State Univ., East Lansing, MI, USA
Abstract :
This paper introduces the developmental approach to speech learning, motivated by human cognitive development from infancy to adulthood. Central in the developmental approach is what is called the developmental algorithm. We introduce AA-learning as a basic learning mode for our developmental algorithm. The developmental algorithm enables the system to learn new tasks without a need of reprogramming. Some experimental results for automated animal-like learning (AA-learning) using our developmental algorithm are presented
Keywords :
speech recognition; unsupervised learning; AA-learning; SAIL; developmental algorithm; developmental approach; human cognitive development; learning mode; multimedia speech learning; self organizing autonomous incremental learner; Automatic speech recognition; Computer science; Context modeling; Control systems; Degradation; Humans; Manuals; Shape; Speech recognition; Vocabulary;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.757495