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Contrary to most expectations, audio is usually just as complex as video, and often more complex You must deal with multiple tracks, synchronization, audio levels across the disc, and so on As with video, the better quality the source, the better the results after encoding Audio assets usually come on modular digital multitrack (MDM) formats such as Tascam DA-88, or you may receive PCM (WAV) files on a CD-R, or already-encoded Dolby Digital or DTS files With multitrack tape source, make sure the track-tochannel assignments are correct Dolby has specified that the sequence is L, R, C, LFE, Ls, Rs, (Lt, Rt), but not all production houses follow this standard Capture your audio mixes at the highest sample rate and word size possible If someone else is doing the audio mixing, request that they do the same As recording and mastering studios acquire the new equipment needed to work with high-resolution audio, 96 kHz 24 bit audio will become commonplace For DVD-Audio or for audio-oriented DVD-Video, it s usually not a good idea to add video to a 96 kHz 24 bit PCM track due to little remaining headroom When converting from NTSC to PAL, or transferring from film to PAL, the audio must be conformed to match the changed video length with a 4 percent speedup, and preferably a pitch shift to restore proper pitch If the audio is from a CD, it must be upsampled from 441 kHz to 48 kHz for DVDVideo Many audio files produced on PCs are also at 441 kHz DVD-Audio supports 441 kHz sampling, unless a Dolby Digital version is being added for compatibility, in which case the audio must be converted to 48 kHz before encoding Do all necessary processing before encoding: clean up and sweeten the audio, re-mix and equalize, adjust phase, adjust speed and pitch, upsample or downsample, and so on Audio levels can be adjusted before encoding, or for Dolby Digital, they can be adjusted during encoding by using the dialog normalization feature If the mix was done for the theater, re-equalize for.

Although the first of these approaches might seemmore direct, the second approach of post-pruning overfit trees has been found to be more successful in practice This is due to the difficulty in the first approach of estimating precisely when to stop growing the tree Regardless of whether the correct tree size is found by stopping early or by post-pruning, a key question is what criterion is to be used to determine the correct final tree size Approaches include:

have created FirstViewControllerh and FirstViewControllerm Be certain the checkbox to create a xib is not checked

the home environment Establish consistent audio levels and equalization throughout all audio on the disc, including menus and supplements This is especially important with multiple audio tracks from various sources, since the viewer will be able to jump at will between them, and will be bothered by inconsistencies in level or harmonic content Resist the temptation of locking out the audio key on the remote control, which will only annoy your viewers Instead, get all sources in PCM format so they can be matched and harmonized before being encoded Tips and Tricks The following tips will assist you in preparing the audio assets:

Use a separate set of examples, distinct from the training examples, to evaluate the utility of post-pruning nodes from the tree Use all the available data for training, but apply a statistical test to estimate whether expanding (or pruning) a particular node is likely to produce an improvement beyond the training set For example, Quinlan (1986) uses a chi-square test to estimate whether further expanding a node is likely to improve performance over the entire instance distribution, or only on the current sample of training data Use an explicit measure of the complexity for encoding the training examples and the decision tree, halting growth of the tree when this encoding size is minimized This approach, based on a heuristic called the Minimum Description Length principle, is discussed further in 6, as well as in Quinlan and Rivest (1989) and Mehta et al (1995)

UIViewController property to SimpleWindowAppDelegateh so it appears the same as Listing 7-5