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Research · August 1971

Linear predictive coding

Atal and Hanauer described how to represent a speech signal by a dozen coefficients, predicting each sample from the preceding ones.

Why it matters

Sound compressed to a few numbers per frame, and only then did speech recognition become computationally possible.

The method models the vocal tract as a filter and estimates its parameters instead of storing the waveform. Twelve coefficients replace hundreds of samples. That gave both compression for transmitting voice and features for recognition. The same technique spoke from the Speak and Spell toy seven years later and later underpinned mobile codecs.

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Event date
August 1971
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Event date
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Sources gathered automatically · September 17, 2026
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evt-0185

The August 1971 issue of the Journal of the Acoustical Society of America.

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