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OFAI-TR-2010-01 ( 136kB PDF file)

Effects of Album and Artist Filters in Audio Similarity Computed for Very Large Music Databases

Arthur Flexer, Dominik Schnitzer

In audio based music recommendation, a well known effect is the dominance of songs from the same artist as the query song in recommendation lists. We verify that this effect also exists in very large databases (> 250000 songs). Since our data set contains multiple albums from individual artists, we can also show that the album effect is relatively bigger than the artist effect.

Keywords: Music Information Retrieval, Audio Similarity

Citation: Computer Music Journal, Vol. 34, No. 3: 20-28, 2010