cbir - http://archive.pkmital.com https://archive.pkmital.com computational audiovisual augmented reality research Fri, 29 Jun 2012 18:36:11 +0000 en-US hourly 1 https://wordpress.org/?v=6.9.4 3D Musical Browser https://archive.pkmital.com/2012/06/29/3d-musical-browser/ https://archive.pkmital.com/2012/06/29/3d-musical-browser/#comments Fri, 29 Jun 2012 17:57:03 +0000 http://pkmital.com/home/?p=1079

I’ve been interested in exploring ways of navigating media archives. Typically, you may use iTunes and go from artist to artist, or have managed to tediously classify your collection into genres. Some may still even browse their music through a file browser, perhaps making sure the folders and filenames of their collection are descriptive of the artist, album, year, etc… Though what about how the content actually sounds?

Wouldn’t it be nice to hear all music which shares similar sounds, or similar phrases of sounds? Research in the last 10-15 years have developed methods precisely to solve this problem and fall under the umbrella term content-based information retrieval (CBIR) algorithms, or uncovering the relationships of an archive through the information within the content. For images, Google’s Search by Image is a great example which only recently became public. For audio, audioDB and ShaZam are good examples of discovering music through the way it sounds, or the content-based relationships of the audio itself. Though, each of these interfaces present a list of matches to a image or audio query, making exploring the content-based relationships of a specific set of material difficult.

The video above demonstrates interaction with a novel 3D browser … Continue reading...

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