Adaptive network for in-band signal separation

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395 23, 395 24, 395 2, 381 46, 382 14, G06G 700, G06G 760, G10L 300, G06K 962

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051503239

ABSTRACT:
An Adaptive Network For In-Band Signal Separation (26) and method for providing in-band separation of a composite signal (32) into its constituent signals (28), (30). The input to the network (26) is a series of sampled portions of the composite signal (32). The network (26) is trained with at least one of said composite signals (28) (30) using a neural network training paradigm by presenting one or more of the constituent signals (28) (30) to said network (28). The network (26) may be used to separate multiple speech signals from a composite signal from a single sensor such as a microphone.

REFERENCES:
patent: 3287649 (1966-11-01), Rosenblatt
patent: 4660166 (1987-04-01), Hopfield
patent: 4719591 (1988-01-01), Hopfield et al.
patent: 5003490 (1991-03-01), Castelaz et al.
Lippmann, Richard P., "An Introduction to Computing with Neural Nets", IEEE ASSP Magazine, Apr. 1987, pp. 4-22.
Rumelhardt, D. E., Hinton, G. E. and Williams, R. J., "Learning Internal Representations by Error Propagation", Parallel Distributed Processing Explorations in the Microstructure of Cognition, vol. 1, Chapter 8, pp. 318-362, date (unknown).
Chien, D., Featherston, M., Min, K., and Rogers, C., "Speech Separation with Neural Networks", 1988.
Rogers C., Chien, D., Featherston, M., and Min, K., "Neural Network Enhancement for a Two Speaker Separation System".
P. D. Wasserman above, T. Schwartz, "Neural Networks, Part II: What are They and Why is Everybody so Interested in Them Now?", I.E.E.E. Expert, 3, (1988), No. 1, pp. 10-15.
C. A. Will, "The DARPA Neural Network Study", Neural Network Review, vol. 2, No. 3, (1988), pp. 74-85.
D. Schwartz, M. Jurik, "Neural Nets on a Personal Computer--PC Neural Network Products Come of Age", PC AI, Nov./Dec. (1988), p. 37.
A. Bayle, "Learning in Neural Networks", PC AI, Nov./Dec. (1988), p. 40.
P. D. Wasserman, "Neural Computing Theory and Practice", Chapter 3, p. 43, (Van Nostrand Reinhold), Apr. (1989).
NeuralWare Inc. Brochure, "NeuralWorks Explorer", (1988).
M. Caudill, "Neural Networks Primer--Part II", AI Expert, p. 53, Jun. (1988).
M. Caudill, "Neural Networks Primer--Part III", AI Expert, p. 53, Jun. (1988).
"Brainmaker--Users Guide and Reference Manual", California Scientific Software, (1989), p. 303.
J. Stanley, "Introduction to Neural Networks", pp. 119-133, 191-235 and 247, California Scientific Software, (1989).

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