Nelson Morgan

In 1993, Morgan and Herve Bourlard published their work on the hybrid system approach to speech recognition, which uses neural networks probabilistically with Hidden Markov Models (HMMs). The system improved automatic speech recognition techniques based on HMMs by providing discriminative training, incorporating multiple input sources, and using a flexible architecture able to accommodate contextual inputs and feedbacks. The work has been described as "seminal.". Morgan won the 1996 IEEE Signal Processing Magazine Best Paper Award for a paper with Bourlard. Morgan and Bourlard were awarded the 2022 IEEE James L. Flanagan Speech and Audio Processing Award "For contributions to neural networks for statistical speech recognition."

Morgan was born in Buffalo, New York. He studied at University of Chicago, later he received his PhD as an NSF fellow from University of California, Berkeley in 1980 under the supervision of Robert W. Brodersen. Morgan worked at National Semiconductor before taking up the post as a professor in residence at University of California, Berkeley. At Berkeley, he founded ICSI's Realization Group, which later become known as the Speech Group, in 1988. He served as director of ICSI from 1999 through 2011.

Nelson Harold Morgan (born May, 1949) is an American computer scientist and professor in residence (emeritus) of electrical engineering and computer science at the University of California, Berkeley. Morgan is the co-inventor of the Relative Spectral (RASTA) approach to speech signal processing, first described in a technical report published in 1991.