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This text offers a personal and very subjective view on the current situation of Music Information Research (MIR).
Laws of Organization in Perceptual Forms (Reprint)
M. Wertheimer. 1938 · 1938
Earlier work this paper cites.
Emotion and Meaning in Music
L.B. Meyer. 1956 · 1956
Earlier work this paper cites.
Information Theory and Aesthetic Perception
A. Moles. 1966 · 1966
Earlier work this paper cites.
A Circumplex Model of Affect
J.A. Russell. 1980 · 1980
Earlier work this paper cites.
Relationships Between Judgements of the Complexity, Pleasingness and Interestingness of Music
P. Russell. 1982 · 1982
Earlier work this paper cites.
The Biopsychology of Mood and Arousal
R. E. Thayer. 1989 · 1989
Earlier work this paper cites.
The Analysis and Cognition of Melodic Complexity: The Implication-Realization Model
E. Narmour. 1992 · 1992
Earlier work this paper cites.
Long Short-term Memory
S. Hochreiter and J. Schmidhuber. 1997 · 1997
Earlier work this paper cites.
Music Performance
C. Palmer. 1997 · 1997
Earlier work this paper cites.
Musical Expression and Musical Meaning in Context. In 6th International Conference on Music Perception and Cognition (ICMPC 2000)
J. London. 2000 · 2000
Earlier work this paper cites.
Memory-based Models of Melodic Analysis: Challenging the Gestalt Principles
R. Bod. 2002 · 2002
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Learning the Long-Term Structure of the Blues
D. Eck and J. Schmidhuber. 2002 · 2002
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Emotion Perceived and Emotion Felt: Same or Different?
A. Gabrielsson. 2002 · 2002
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The Continuator: Musical Interaction with Style
F. Pachet. 2003 · 2003
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Using Factor Oracles for Machine Improvisation
G. Assayag and S. Dubnov. 2004 · 2004
Earlier work this paper cites.
Improving Timbre Similarity: How High is the Sky
J.J. Aucouturier and F. Pachet. 2004 · 2004
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Computational Models of Expressive Music Performance: The State of the Art
G. Widmer and W. Goebl. 2004 · 2004
Earlier work this paper cites.
Hidden Markov Models for Spectral Similarity of Songs. In Proceedings of the 8th International Conference on Digital Audio Effects (DAFx 2005)
A. Flexer, E. Pampalk, and G. Widmer. 2005 · 2005
Earlier work this paper cites.
Structural and Affective Aspects of Music from Statistical Audio Signal Analysis
S. Dubnov, S. McAdams, and R. Reynolds. 2006 · 2006
Earlier work this paper cites.
Implementing A Generative Theory of Tonal Music
M. Hamanaka, K. Hirata, and S. Tojo. 2006 · 2006
Earlier work this paper cites.
Hierarchical Temporal Memory: Concepts, Theory, and Terminology
J. Hawkins and D. George. 2006 · 2006
Earlier work this paper cites.
Sweet Anticipation: Music and the Psychology of Expectation
D. Huron. 2006 · 2006
Earlier work this paper cites.
Music and Probability
D. Temperley. 2007 · 2007
Earlier work this paper cites.
Information Dynamics: Patterns of Expectation and Surprise in the Perception of Music
S. Abdallah and M. Plumbley. 2008 · 2008
Earlier work this paper cites.
Embodied Music Cognition and Mediation Technology
M. Leman. 2008 · 2008
Cited alongside, same era.
Music, Language and the Brain
A. Patel. 2008 · 2008
Cited alongside, same era.
Learning Deep Architectures for AI
Y. Bengio. 2009 · 2009
Cited alongside, same era.
YQX Plays Chopin
G. Widmer, S. Flossmann, and M. Grachten. 2009 · 2009
Cited alongside, same era.
Simple Tempo Models for Real-time Music Tracking. In Proceedings of the 7th Sound and Music Computing Conference (SMC 2010)
A. Arzt and G. Widmer. 2010 · 2010
Cited alongside, same era.
Modeling Music as a Dynamic Texture
L. Barrington, A. Chan, and G. Lanckriet. 2010 · 2010
Cited alongside, same era.
A Survey of Music Recommendation Systems and Future Perspectives. In Proceedings of the 9th International Symposium on Computer Music Modeling and Retrieval (CMMR 2012)
Y. Song, S. Dixon, and M. Pearce. 2012 · 2012
Later among the works it cites.
Machine Recognition of Music Emotion: A Review
Y.-H. Yang and H. Chen. 2012 · 2012
Later among the works it cites.
Grouping Mechanisms in Music
D. Deutsch. 2013 · 2013
Later among the works it cites.
Feature Learning and Deep Architectures: New Directions for Music Informatics
E. Humphrey, J. Bello, and Y. LeCun. 2013 · 2013
Later among the works it cites.
What Does Music Express? Basic Emotions and Beyond
P. Juslin. 2013 · 2013
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A Survey of Music Similarity and Recommendation from Music Context Data
P. Knees and M. Schedl. 2013 · 2013
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Universal Onset Detection with Bidirectional Long Short-Term Memory Neural Networks. In Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010)
F. Eyben, S. Böck, B. Schuller, and A. Graves. 2010 · 2010
Cited alongside, same era.
The Role of Structure in the Musical Expression of Emotions
A. Gabrielsson and E. Lindström. 2010 · 2010
Cited alongside, same era.
The Discipline Formerly Known as MIR. In Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR 2010)
P. Herrera, J. Serrà, C. Laurier, E. Guaus, E. Gómez, and X. Serra. 2009 · 2010
Cited alongside, same era.
Automated Music Emotion Recognition: A Systematic Evaluation
A. Huq, J.P. Bello, and R. Rowe. 2010 · 2010
Cited alongside, same era.
Music Emotion Recognition: A State of the Art Review. In Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010)
Y. Kim, E. Schmidt, R. Migneco, B. Morton, P. Richardson, J. Scott, J. Speck, and D. Turnbull. 2010 · 2010
Cited alongside, same era.
State of the Art Report: Audio-based Music Structure Analysis. In 11th International Society for Music Information Retrieval Conference (ISMIR 2010)
J. Paulus, M. Müller, and A. Klapuri. 2010 · 2010
Cited alongside, same era.
Later among the works it cites.
Enforcing Meter in Finite-Length Markov Sequences. In Proceedings of the 27th AAAI Conference on Artificial Intelligence (AAAI 2013)
P. Roy and F. Pachet. 2013 · 2013
Later among the works it cites.
The Neglected User in Music Information Retrieval Research
M. Schedl, A. Flexer, and J. Urbano. 2013 · 2013
Later among the works it cites.
Roadmap for Music Information ReSearch
X. Serra, M. Magas, E. Benetos, M. Chudy, S. Dixon, A. Flexer, E. Gómez, F. Gouyon, P. Herrera, S. Jordà, O. Paytuvi, G. Peeters, J. Schlüter, H. Vinet, and G. Widmer. 2013 · 2013
Later among the works it cites.
Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio. In Proceedings of the 53rd AES Conference on Semantic Audio
T. Collins, S. Böck, F. Krebs, and G. Widmer. 2014 · 2014
Later among the works it cites.
An Assessment of Learned Score Features for Modeling Expressive Dynamics in Music
M. Grachten and F. Krebs. 2014 · 2014
Later among the works it cites.
Modeling Temporal Structure in Music for Emotion Prediction Using Pairwise Comparisons. In Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014)
J. Madsen, B.S. Jensen, and J. Larsen. 2014 · 2014
Later among the works it cites.
A Simple Method to Determine if a Music Information Retrieval System is a Horse
B.L. Sturm. 2014 · 2014
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Boundary Detection in Music Structure Analysis using Convolutional Neural Networks. In Proceedings of the 15th International Society for Music Information Retrieval Conference (ISMIR 2014)
K. Ullrich, J. Schlüter, and T. Grill. 2014 · 2014
Later among the works it cites.
Delving Deep into Rectifiers: Surpassing Human-level Performance on Imagenet Classification
K. He, X. Zhang, S. Ren, and J. Sun. 2015 · 2015
Later among the works it cites.
An Efficient State-Space Model for Joint Tempo and Meter Tracking. In Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR 2015)
F. Krebs, S. Böck, and G. Widmer. 2015 · 2015
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Fundamentals of Music Processing. Audio, Analysis, Algorithms, Applications
M. Müller. 2015 · 2015
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Exact Sampling for Regular and Markov Constraints with Belief Propagation. In Proceedings of the 21st International Conference on Principles and Practice of Constraint Programming (CP 2015)
A. Papadopoulos, F. Pachet, P. Roy, and J. Sakellariou. 2015 · 2015
Later among the works it cites.
AcousticBrainz: A Community Platform for Gathering Music Information Obtained from Audio. In Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR 2015)
A. Porter, D. Bogdanov, R. Kaye, R. Tsukanov, and X. Serra. 2015 · 2015
Later among the works it cites.
Audio Chord Recognition with a Hybrid Recurrent Neural Network. In Proceedings of the 16th International Society for Music Information Retrieval Conference (ISMIR 2015)
S. Sigtia, N. Boulanger-Lewandowski, and S. Dixon. 2015 · 2015
Later among the works it cites.
Show and Tell: A Neural Image Caption Generator
O. Vinyals, A. Toshev, S. Bengio, and D. Erhan. 2015 · 2015
Later among the works it cites.
The Digital Music Lab: A Big Data Infrastructure for Digital Musicology. In 16th International Society for Music Information Retrieval Conference (ISMIR 2015), Demos and Late Breaking News Session
T. Weyde, S. Cottrell, J. Dykes, E. Benetos, D. Wolff, A. Kachkaev, S. Dixon, S. Hargreaves, M. Barthet, N. Gold, S. Abdallah, D. Tidhar, and M. Plumbley. 2015 · 2015
Later among the works it cites.
Emotions Evoked by the Sound of Music. Characterization, Classification, and Measurement
M. Zentner, D. Grandjean, and K. Scherer. 2008 · 2016
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