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Speech recognition - Wikipedia
Speech recognition is an interdisciplinary subfield of computer science and computational linguistics that develops methodologies and technologies that enable the recognition and translation of spoken language into text by computers. It is also known as automatic speech recognition (ASR), computer speech … See more
The key areas of growth were: vocabulary size, speaker independence, and processing speed.
Pre-1970
• 1952 … See moreBoth acoustic modeling and language modeling are important parts of modern statistically based speech recognition algorithms. Hidden Markov models (HMMs) are widely … See more
1952Three Bell Labs researchers built a system called "Audrey" for single-speaker digit recognition.1962IBM demonstrated its 16-word "Shoebox" machine's speech recognition capability at the 1962 World's Fair.1966Linear predictive coding (LPC), a speech coding method, was first proposed by Fumitada Itakura of Nagoya University and Shuzo Saito of Nippon Telegraph and Telephone (NTT), while working on speech recognition.1971DARPA funded five years for Speech Understanding Research, speech recognition research seeking a minimum vocabulary size of 1,000 words.1976The first ICASSP was held in Philadelphia, which since then has been a major venue for the publication of research on speech recognition.1982Dragon Systems, founded by James and Janet M. Baker, was one of IBM's few competitors.1984Apricot Portable was released with up to 4096 words support, of which only 64 could be held in RAM at a time.1987The back-off model allowed language models to use multiple length n-grams, and CSELT used HMM to recognize languages (both in software and in hardware specialized processors, e.g. RIPAC).1990Dragon Dictate, a consumer product released in 1990.1992AT&T deployed the Voice Recognition Call Processing service in 1992 to route telephone calls without the use of a human operator.In-car systems
Typically a manual control input, for example by means of a finger control on the steering-wheel, … See moreThe performance of speech recognition systems is usually evaluated in terms of accuracy and speed. Accuracy is usually rated with word error rate (WER), whereas speed is measured with the real time factor. Other measures of accuracy include See more
• Cole, Ronald; Mariani, Joseph; Uszkoreit, Hans; Varile, Giovanni Battista; Zaenen, Annie; Zampolli; Zue, Victor, eds. (1997). Survey of the … See more
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