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Updated: Jan 26, 2026

Perspectives on Neuroscience
Published on: July 31, 2007
Long-standing problems in speech perception dissolve within an information-theoretic perspective
Keith R Kluender1, Christian E Stilp2, Fernando Llanos Lucas3
1Department of Speech, Language, and Hearing Sciences, Purdue University, 715 Clinic Drive, West Lafayette, IN, 47907, USA. kkluender@purdue.edu.
Abstract:
An information theoretic framework is proposed to have the potential to dissolve (rather than attempt to solve) multiple long-standing problems concerning speech perception. By this view, speech perception can be reframed as a series of processes through which sensitivity to information-that which changes and/or is unpredictable-becomes increasingly sophisticated and shaped by experience. Problems concerning appropriate objects of perception (gestures vs. sounds), rate normalization, variance consequent to articulation, and talker normalization are reframed, or even dissolved, within this information-theoretic framework. Application of discriminative models founded on information theory provides a productive approach to answer questions concerning perception of speech, and perception most broadly.
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