· Playlist Assist is a simple aplication that will improve the Party Shuffle feature of Apple iTunes for Windows. Rather than selecting upcoming songs uniformly at random, Playlist Assist identifies and suggests songs in your library that are similar to those already in the playlist.
Playlist Assist makes it easy to build a playlist starting with just a few “seed” tracks. You can use it on both Party Shuffle and regular playlists. As you accept and decline songs, a simple machine learning algorithm identifies what the songs you’ve accepted have in common, and suggests similar tracks.
The suggestion algorithm considers the metadata stored with each track and also information that iTunes records about your listening habits. It works best if you are a long-time iPod+iTunes user with some playlists already set up.
The current version of Playlist Assist is a sort of awkward, separate add-on program for iTunes. In the future, I’ll integrate it more closely with the application; for now, I’m interested in getting feedback on how well the suggestion algorithm works.
· To use Playlist Assist, you must have a recent version of Apple iTunes for Windows. You also need the.NET Framework 2.0 installed; it is likely that you already have it, but if the installation fails for this reason.

Speech recognition/transcription software comes in various forms. The most common is commercial software sold on CD, accessed via a disc drive. This is probably the first way a person will ever use speech recognition software; it is suitable for short recordings and users will quickly tire of its slow performance.
Commercial software may also be purchased online. This is the most flexible option for small businesses where computer networks may not be available. These can be installed on desktop computers and accessed by their users via a web browser. But they are not always reliable, especially if the network connection is not reliable or if the user wishes to use their computer to receive incoming calls.
There is a third option. This is a free product known as Google Talk, for which there are no licensing requirements. It is intended to be used with your personal computer, but can also be installed on a workstation. It runs over the Internet. If you are using a workstation at home or at work you may not need it, but if you are at a client’s site using a personal computer, then this is the best solution to your problems.
Each of the three options has its advantages and disadvantages. If you need a basic 384a16bd22

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