TagATune: A Game for Music and Sound Annotation

نویسندگان

  • Edith Law
  • Luis von Ahn
  • Roger B. Dannenberg
  • Mike Crawford
چکیده

Annotations of audio files can be used to search and index music and sound databases, provide data for system evaluation, and generate training data for machine learning. Unfortunately, the cost of obtaining a comprehensive set of annotations manually is high. One way to lower the cost of labeling is to create games with a purpose that people will voluntarily play, producing useful metadata as a by-product. TagATune is an audio-based online game that aims to extract descriptions of sounds and music from human players. This paper presents the rationale, design and preliminary results from a pilot study using a prototype of TagATune to label a subset of the FreeSound database.

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تاریخ انتشار 2007