Mercurial > hg > cip2012
changeset 65:9d7e5f690f28
Merged.
author | samer |
---|---|
date | Sat, 17 Mar 2012 01:03:15 +0000 |
parents | a18a4b0517e8 (current diff) 2994e5e485e7 (diff) |
children | 6d67c0c11b2b |
files | draft.tex |
diffstat | 1 files changed, 12 insertions(+), 0 deletions(-) [+] |
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--- a/draft.tex Sat Mar 17 01:00:06 2012 +0000 +++ b/draft.tex Sat Mar 17 01:03:15 2012 +0000 @@ -757,6 +757,12 @@ In the case of music, where expressive properties such as dynamics, tempo, timing and timbre are readily quantified on a continuous scale, the information dynamic framework may thus be applied. +% \subsection{Audio based content analysis} +% Using analogous definitions of differential entropy, the methods outlined +% in the previous section are equally applicable to continuous random variables. +% In the case of music, where expressive properties such as dynamics, tempo, +% timing and timbre are readily quantified on a continuous scale, the information +% dynamic framework may also be considered. Dubnov \cite{Dubnov2006} considers the class of stationary Gaussian processes. For such processes, the entropy rate may be obtained analytically @@ -781,6 +787,12 @@ % the PIR is a function of the correlation between random innovations supplied % to the stochastic process. %Dubnov, MacAdams, Reynolds (2006) %Bailes and Dean (2009) +% In \cite{Dubnov2006}, Dubnov considers the class of stationary Gaussian +% processes. For such processes, the entropy rate may be obtained analytically +% from the power spectral density of the signal, allowing the multi-information +% rate to be subsequently obtained. One aspect demanding further investigation +% involves the comparison of alternative measures of predictability. In the case of the PIR, a Gaussian linear formulation is applicable, indicating that the PIR is a function of the correlation between random innovations supplied to the stochastic process CITE. + % !!! FIXME \subsection{Beat Tracking}