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| author | Daniel Wolff |
|---|---|
| date | Fri, 19 Aug 2016 13:07:06 +0200 |
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| children |
| rev | line source |
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| Daniel@0 | 1 <html> |
| Daniel@0 | 2 <head> |
| Daniel@0 | 3 <title> |
| Daniel@0 | 4 Netlab Reference Manual mdn2gmm |
| Daniel@0 | 5 </title> |
| Daniel@0 | 6 </head> |
| Daniel@0 | 7 <body> |
| Daniel@0 | 8 <H1> mdn2gmm |
| Daniel@0 | 9 </H1> |
| Daniel@0 | 10 <h2> |
| Daniel@0 | 11 Purpose |
| Daniel@0 | 12 </h2> |
| Daniel@0 | 13 Converts an MDN mixture data structure to array of GMMs. |
| Daniel@0 | 14 |
| Daniel@0 | 15 <p><h2> |
| Daniel@0 | 16 Synopsis |
| Daniel@0 | 17 </h2> |
| Daniel@0 | 18 <PRE> |
| Daniel@0 | 19 gmmmixes = mdn2gmm(mdnmixes) |
| Daniel@0 | 20 </PRE> |
| Daniel@0 | 21 |
| Daniel@0 | 22 |
| Daniel@0 | 23 <p><h2> |
| Daniel@0 | 24 Description |
| Daniel@0 | 25 </h2> |
| Daniel@0 | 26 <CODE>gmmmixes = mdn2gmm(mdnmixes)</CODE> takes an MDN mixture data structure |
| Daniel@0 | 27 <CODE>mdnmixes</CODE> |
| Daniel@0 | 28 containing three matrices (for priors, centres and variances) where each |
| Daniel@0 | 29 row represents the corresponding parameter values for a different mixture model |
| Daniel@0 | 30 and creates an array of GMMs. These can then be used with the standard |
| Daniel@0 | 31 Netlab Gaussian mixture model functions. |
| Daniel@0 | 32 |
| Daniel@0 | 33 <p><h2> |
| Daniel@0 | 34 Example |
| Daniel@0 | 35 </h2> |
| Daniel@0 | 36 <PRE> |
| Daniel@0 | 37 |
| Daniel@0 | 38 mdnmixes = mdnfwd(net, x); |
| Daniel@0 | 39 mixes = mdn2gmm(mdnmixes); |
| Daniel@0 | 40 p = gmmprob(mixes(1), y); |
| Daniel@0 | 41 </PRE> |
| Daniel@0 | 42 |
| Daniel@0 | 43 This creates an array GMM mixture models (one for each data point in |
| Daniel@0 | 44 <CODE>x</CODE>). The vector <CODE>p</CODE> is then filled with the conditional |
| Daniel@0 | 45 probabilities of the values <CODE>y</CODE> given <CODE>x(1,:)</CODE>. |
| Daniel@0 | 46 |
| Daniel@0 | 47 <p><h2> |
| Daniel@0 | 48 See Also |
| Daniel@0 | 49 </h2> |
| Daniel@0 | 50 <CODE><a href="gmm.htm">gmm</a></CODE>, <CODE><a href="mdn.htm">mdn</a></CODE>, <CODE><a href="mdnfwd.htm">mdnfwd</a></CODE><hr> |
| Daniel@0 | 51 <b>Pages:</b> |
| Daniel@0 | 52 <a href="index.htm">Index</a> |
| Daniel@0 | 53 <hr> |
| Daniel@0 | 54 <p>Copyright (c) Ian T Nabney (1996-9) |
| Daniel@0 | 55 <p>David J Evans (1998) |
| Daniel@0 | 56 |
| Daniel@0 | 57 </body> |
| Daniel@0 | 58 </html> |