The 2007 MIREX audio mood classification task: Lessons learned

X Downie, C Laurier, M Ehmann - Proc. 9th Int. Conf. Music Inf …, 2008 - books.google.com
Recent music information retrieval (MIR) research pays increasing attention to music
classification based on moods expressed by music pieces. The first Audio Mood …

[PDF][PDF] Exploring Mood Metadata: Relationships with Genre, Artist and Usage Metadata.

X Hu, JS Downie - ISMIR, 2007 - ismir2007.ismir.net
There is a growing interest in developing and then evaluating Music Information Retrieval
(MIR) systems that can provide automated access to the mood dimension of music. Mood as …

The music information retrieval evaluation exchange: Some observations and insights

JS Downie, AF Ehmann, M Bay, MC Jones - Advances in music …, 2010 - Springer
Advances in the science and technology of Music Information Retrieval (MIR) systems and
algorithms are dependent on the development of rigorous measures of accuracy and …

Unifying low-level and high-level music similarity measures

D Bogdanov, J Serrà, N Wack… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Measuring music similarity is essential for multimedia retrieval. For music items, this task can
be regarded as obtaining a suitable distance measurement between songs defined on a …

[PDF][PDF] Contextualize your listening: the playlist as recommendation engine

B Fields - 2011 - Citeseer
It is not hyperbole to note that a revolution has occurred in the way that we as a society
distribute data and information. This revolution has come about through the confluence of …

Methods and systems for identifying similar songs

DPW Ellis - US Patent 7,812,241, 2010 - Google Patents
Methods and systems for identifying similar songs are provided. In accordance with some
embodiments, methods for identifying similar songs are provided, the methods comprising …

The MIREX grand challenge: A framework of holistic user‐experience evaluation in music information retrieval

X Hu, JH Lee, D Bainbridge, K Choi… - Journal of the …, 2017 - Wiley Online Library
Music I nformation R etrieval (MIR) evaluation has traditionally focused on system‐centered
approaches where components of MIR systems are evaluated against predefined data sets …

Cross-correlation of beat-synchronous representations for music similarity

DPW Ellis, CV Cotton, MI Mandel - 2008 IEEE International …, 2008 - ieeexplore.ieee.org
Systems to predict human judgments of music similarity directly from the audio have
generally been based on the global statistics of spectral feature vectors ie collapsing any …

Creative professional users' musical relevance criteria

C Inskip, A MacFarlane… - Journal of Information …, 2010 - journals.sagepub.com
Although known item searching for music can be dealt with by searching metadata using
existing text search techniques, human subjectivity and variability within the music itself …

Methods, systems, and media for identifying similar songs using jumpcodes

T Bertin-Mahieux, DPW Ellis - US Patent 9,384,272, 2016 - Google Patents
Methods, systems, and media for identifying similar songs using jumpcodes are provided. In
some embodiments, meth ods for a cover song from a query Song are provided, the …