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We introduce the Million Song Dataset, a freely-available collection of audio features and metadata for a million contemporary popular music tracks. We describe its creation process, its content, and… (More)
- Adam Berenzweig, Beth Logan, Daniel P. W. Ellis, Brian Whitman
- Computer Music Journal
- 2003
(Ghias et al., 1995) (Blum et al., 1999). (Foote, 1997). Tzanetakis (2002) Logan and Salomon (2001) Aucouturier and Pachet (2002) Berenzweig et al. (2003) (Cohen and Fan, 2000; Ellis et al., 2002)… (More)
- Brian Whitman, Paris Smaragdis
- ISMIR
- 2002
ABSTRACT 798 :<;>=@? A BCAED F GHDIA>F<D ? DJ8(:KB%LNM>? =PO.BCQ(?R:9S>QPDI=@T DJ8(:<=PU O.BV:<=PWC8N? O"; DJL*D X BC? D.TYWC8Y? =PLNM>QZ:"BC8 D W M ? O Q[BV? ? =ZU+O.B\:<=@WC8]WC^KBVM+T =P:<WVF S… (More)
- Brian Whitman, Steve Lawrence
- ICMC
- 2002
We propose methods for unsupervised learning of text profiles for music from unstructured text obtained from the web. The profiles can be used for classification, recommendation, and understanding,… (More)
- Brian Whitman, Daniel P. W. Ellis
- ISMIR
- 2004
Record reviews provide a unique and focused source of linguistic data that can be related to musical recordings, to provide a basis for computational music understanding systems with applications in… (More)
- Daniel P. W. Ellis, Brian Whitman, Adam Berenzweig, Steve Lawrence
- ISMIR
- 2002
It would be interesting and valuable to devise an automatic measure of the similarity between two musicians based only on an analysis of their recordings. To develop such a measure, however,… (More)
- Brian Whitman, Ryan M. Rifkin
- IEEE Workshop on Multimedia Signal Processing
- 2002
We present the query-by-description (QBD) component of “Kandem,” a time-aware music retrieval system. The QBD system we describe learns a relation between descriptive text concerning a musical artist… (More)
- José Luis Ambite, Yigal Arens, +16 authors Kazi A. Zaman
- Advances in Digital Government
- 2002
This chapter describes the progress of the Digital Government Research Center in tackling the challenges of integrating and accessing the massive amount of statistical and text data available from… (More)
- Brian Whitman, Deb Roy, Barry Vercoe
- HLT-NAACL 2003
- 2003
The audio bitstream in music encodes a high amount of statistical, acoustic, emotional and cultural information. But music also has an important linguistic accessory; most musical artists are… (More)
- José Luis Ambite, Yigal Arens, +8 authors Brian Whitman
- DG.O
- 2000
The massive amount of statistical and text data available from government agencies has created a set of daunting challenges to both research and analysis communities. These problems include… (More)