Publications

Using Sparse CCA for Vocabulary Selection. Master’s Thesis, Univ. of California at San Diego (2009).[pdf]

Semantic Annotation and Retrieval of Music and Sound Effects. IEEE Transactions on Audio, Speech and Language Processing, Volume: 16, Issue 2. Douglas Turnbull, Luke Barrington, David Torres and Gert Lanckriet (2008). [pdf]

Finding Musically Meaningful Words by Sparse CCA. Neural Information Processing Systems (NIPS) Workshop on Music, the Brain and Cognition. David Torres, Bharath K. Sriperumbudur and Gert Lanckriet (2007). [pdf]

Sparse Eigen Methods by D.C. Programming. ICML, International Conference on Machine Learning. Bharath K. Sriperumbudur, David Torres and Gert Lanckriet (2007). [pdf]

Identifying Words that are Musically Meaningful. ISMIR, International Conference on Music Information Retrieval. David Torres, Douglas Turnbull, Luke Barrington and Gert Lanckriet (2007). [pdf]

Towards Musical Query-by-Semantic Description using the CAL500 Data Set. SIGIR, Special Interest Research Group on Information Retrieval. Douglas Turnbull, Luke Barrington, David Torres and Gert Lanckriet (2007). [pdf]

Semantic Similarity for Music Retrieval. Music Information Retrieval Evaluation Exchange (MIREX). Audio Music Similarity Task - 3rd Place (no statistically significant Difference between top 4 teams). Luke Barrington, Douglas Turnbull, David Torres, Gert Lanckriet (2007). [pdf]

Modeling the Semantics of Sound. NIPS Workshop on Advances in Models for Acoustic Processing. Douglas Turnbull, Luke Barrington, David Torres, Gert Lanckriet (2006). [pdf]