THE NEURAL PHONETIC TYPEWRITER

THE NEURAL PHONETIC TYPEWRITER
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DOI:
10.1109/2.28
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发表时间:
1988-03-01
期刊:
影响因子:
2.2
通讯作者:
KOHONEN, T
KOHONEN, T
中科院分区:
计算机科学4区
文献类型:
--
作者:
KOHONEN, T

文献摘要

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The factors that make speech recognition difficult are examined, and the potential of neural computers for this purpose is discussed. A speaker-adaptive system that transcribes dictation using an unlimited vocabulary is presented that is based on a neural network processor for the recognition of phonetic units of speech. The acoustic preprocessing, vector quantization, neural network model, and shortcut learning algorithm used are described. The utilization of phonotopic maps and of postprocessing in symbolic forms are discussed. Hardware implementations and performance of the neural networks are considered.< >