Tool Play Live: Dealing with Ambiguity in Artist Similarity Mining from the Web

As methods in artist similarity identification using Web Music Information Retrieval perform well on known evaluation sets, we investigate the application of such a method to a more realistic data set. We notice that ambiguous artist names lead to unsatisfying results. We present a simple, efficient and unsupervised method to deal with ambiguous artist names.