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Towards spike-based speech processing: A biologically plausible approach to simple acoustic classification

Ismail UysalHarsha SathyendraJohn G. Harris — 2008

International Journal of Applied Mathematics and Computer Science

Shortcomings of automatic speech recognition (ASR) applications are becoming more evident as they are more widely used in real life. The inherent non-stationarity associated with the timing of speech signals as well as the dynamical changes in the environment make the ensuing analysis and recognition extremely difficult. Researchers often turn to biology seeking clues to make better engineered systems, and ASR is no exception with the usage of feature sets such as Mel frequency cepstral coefficients,...

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