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QID3 is a library for Linux (buggy) and Windows (and probably, Mac) for ID3 Metadata reading. This library does not support writing (yet), but it is useful for ID3 Tags accessing.
Library and tools for storing and retrieving arbitrary metadata
FoxHive is a general purpose cross-platform library and utilities for storing and retrieving semantic meta-data associated with files. Where metadata is stored in: a special directory, extended file attributes, embedded e.g. XMP, nepomuk or xesam.
Farben is a Java-based universal binary file reader and writer. Easily view binary files hierarchically. Edit embedded file metadata in a variety of formats. Identify orphaned files. A wide variety of file formats will be included.
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EtherPipe is a server for Multimedia-Metadata as central library for local (inhouse) lans media-server solutions. Serverside uses JavaEE/GWT/(/MySQL), Clientside uses Google GWT. The project is currently in rework - please visit again in October 2010
Provides a noninvasive way to annotate a collection of video clips with tags, still images, ratings, freeform notes, and so on. Provides an API to add your own plug-in annotations. Written in Java/JNI.
A library written in python designed to serve as a back-end for music library managers. This library will provide collection management, file organization, metadata collection, and other components useful for developing music managing applications.