PLP$^2$: Autoregressive modeling of auditory-like 2-D spectro-temporal patterns

The temporal trajectories of the spectral energy in auditory critical bands over 250~ms segments are approximated by an all-pole model, the time-domain dual of conventional linear prediction. This quarter-second auditory spectro-temporal pattern is further smoothed by iterative alternation of spectral and temporal all-pole modeling. Just as Perceptual Linear Prediction (PLP) uses an autoregressive model in the frequency domain to estimate peaks in an auditory-like short-term spectral slice, PLP$^2$ uses all-pole modeling in both time and frequency domains to estimate peaks of a two-dimensional spectro-temporal pattern, motivated by considerations of the auditory system.


Published in:
Workshop on Statistical and Perceptual Audio Processing (SAPA)
Year:
2004
Keywords:
Note:
IDIAP RR 04-60
Laboratories:




 Record created 2006-03-10, last modified 2018-03-17

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