A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Filters
Representation and Discovery of Vertical Patterns in Music
[chapter]
2002
Lecture Notes in Computer Science
Preserved Fulltext
The automated discovery of recurrent patterns in music is a fundamental task in computational music analysis. ...
This paper describes a new method for discovering patterns in the vertical and horizontal dimensions of polyphonic music. ...
The representation and discovery method produces several significant vertical patterns that occur in a large number of pieces in the corpus. ...
doi:10.1007/3-540-45722-4_5
fatcat:d57ud7k2rjd4hnsu2itcry7rq4
Discovery Of Contrapuntal Patterns
2010
Zenodo
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
INTRODUCTION Polyphonic music presents challenges for music information retrieval, and the representation and discovery of patterns that recur in a polyphonic corpus remains an open and interesting problem ...
The discovery of monophonic patterns in music could be considered a mature area, with several powerful methods proposed and effectively applied to this task. ...
Patterns discovered by computing background probabilities using a null model. ...
doi:10.5281/zenodo.1417412
fatcat:s5icavmbnfh7zjohi5zlgnkfte
Finding Repeated Patterns in Music: State of Knowledge, Challenges, Perspectives
[chapter]
2014
Lecture Notes in Computer Science
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2016; you can also visit the original URL.
The file type is application/pdf.
Our detailed review of these studies reveals important challenges in musical pattern discovery research: di↵erent methods have not yet been directly compared, and the influence of music representation ...
Consequently, we suggest perspectives for musical pattern discovery: future research can provide a comparison of di↵erent methods, and an assessment of di↵erent music representations and filtering criteria ...
We thank Henkjan Honing and the reviewers for their useful comments, which greatly helped to improve this paper. Berit Janssen and Peter ...
doi:10.1007/978-3-319-12976-1_18
fatcat:pc7lan4jbjfzjlnp5d6lnzhih4
Segmental Pattern Discovery in Music
2006
INFORMS journal on computing
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
A new knowledge representation for segmental patterns is designed, and a pattern discovery algorithm based on suffix trees is used to discover segmental patterns in large corpora. ...
A musical interpretation of some of the statistically significant discovered patterns is presented. ...
Acknowledgments Special thanks are due to Marcus Pearce for assistance with entering phrase boundaries for the Nova Scotia folk songs and for help with preparing and maintaining the melodic data sets. ...
doi:10.1287/ijoc.1040.0122
fatcat:6qa4wwrdhjaorm2q4e3kzszflu
Finding maximum-length repeating patterns in music databases
2006
Multimedia tools and applications
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
This paper introduces the problem of discovering maximum-length repeating patterns in music objects. ...
A novel algorithm is presented for the extraction of this kind of patterns from a melody music object. ...
Section 2 is devoted in related research in terms of music databases, music pattern discovery, data mining and, in particular, in long patterns and their unsuitability to be directly applicable. ...
doi:10.1007/s11042-006-0068-5
fatcat:raljzv7m3jdt5ixag7kyv5szhi
Music Pattern Discovery With Variable Markov Oracle: A Unified Approach To Symbolic And Audio Representations
2015
Zenodo
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
This dataset consists of five polyphonic classical music pieces or movements in both symbolic and audio representations. ...
The inclusion of performance recordings is the effort made in this work to improve both the coverage and accuracy of the pattern discovery framework for audio representations. ...
doi:10.5281/zenodo.1416479
fatcat:5a62d6e6u5ebrex5ofmzjsypyq
Generalized Skipgrams for Pattern Discovery in Polyphonic Streams
2018
Zenodo
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
The discovery of patterns using a minimal set of assumptions constitutes a central challenge in the modeling of polyphonic music and complex streams in general. ...
These generalizations and optimizations make it possible to employ skipgrams for the discovery of repeated patterns of close, nonsimultaneous events or notes. ...
ACKNOWLEDGEMENTS The research presented in this paper is generously supported by the Volkswagen Foundation and Claude Latour. ...
doi:10.5281/zenodo.1492473
fatcat:t4gqtkhomjbnjfeezdyh7si4p4
Automatic Stave Discovery for Musical Facsimiles
[chapter]
2013
Lecture Notes in Computer Science
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2016; you can also visit the original URL.
The file type is application/pdf.
Lately, there is an increased interest in the analysis of music score facsimiles, aiming at automatic digitization and recognition. ...
Our main insights are: a) the staves (the 5-groups of staff lines) are represented by repetitive line patterns, are more constrained and informative, and thus we propose direct optimization over such patterns ...
These patterns are important to impose context, through the power of the entire group of staff lines. The stave patterns are likely to show up in vertical slices through the score image. ...
doi:10.1007/978-3-642-37447-0_39
fatcat:olmyqjxuuzei5cxpkenq25p4wa
Motivic Pattern Extraction in Music, and Application to the Study of Tunisian Modal Music
2007
ARIMA
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
International audience A new methodology for automated extraction of repeated patterns in time-series data is presented, aimed in particular at the analysis of musical sequences. ...
The modelling has been integrated in a collaborative pro ject between ethnomusicology, cognitive sciences and computer science, aimed at the study of Tunisian Modal Music. ...
They have to rely instead on the structural characteristics of the musical discourse, and in particular the discovery of repeated patterns. ...
doi:10.46298/arima.1876
fatcat:7vwizhtsuzenbjzfgaztzjuau4
Discovery of repeated vocal patterns in polyphonic audio: A case study on flamenco music
2015
2015 23rd European Signal Processing Conference (EUSIPCO)
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2016; you can also visit the original URL.
The file type is application/pdf.
representations when compared to man-
This paper presents a method for the discovery of repeated vo- ually annotated ground truth are still very low (note accuracy
cal patterns directly from music ...
the development of an efficient algorithm for the discovery of
In our study, we have chosen to focus on the automatic vocal patterns directly from the music recording (circumvent-
discovery ...
doi:10.1109/eusipco.2015.7362341
dblp:conf/eusipco/KroherPMD15
fatcat:favzsevgujb2xdjhc6xtx5hkqm
Graph-based data mining
2000
IEEE Intelligent Systems and their Applications
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
Acknowledgments Our work was supported by NSF grant IRI-9615272 and THECB grant 003656-045. ...
An instance of a substructure is a set of vertices and edges from the input graph that match-graph theoretically-the substructure's graphical representation. ...
It also shows the graph representation of the discovered substructure and highlights one of the four instances of the substructure. Subdue's substructure discovery algorithm is a beam search. ...
doi:10.1109/5254.850825
fatcat:uhmbej7osncgndxkc7rbyvvtmi
Modeling Harmony with Skip-Grams
[article]
2017
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is application/pdf.
Other Versions
String-based (or viewpoint) models of tonal harmony often struggle with data sparsity in pattern discovery and prediction tasks, particularly when modeling composite events like triads and seventh chords ...
To address this problem, this study examines the efficacy of skip-grams in music research, an alternative viewpoint method developed in corpus linguistics and natural language processing that includes ...
For example, in symbolic music corpora, researchers often divide the corpus into contiguous sequences of n events (called n-grams) for the purposes of pattern discovery [4] , classification [5] , similarity ...
arXiv:1707.04457v2
fatcat:rm56oznovjgmjcd3ldc2prca5q
Structured Polyphonic Patterns
2008
Zenodo
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
This section describes SPP, a polyphonic pat-tern language inspired by algebraic representations of music [1, 4] and music knowledge representation methods [2] . ...
INTRODUCTION
Motivation The concept of pattern in music is very important for diverse computational problems: database query and indexing; statistical modeling of musical style; and computer assisted ...
Cadential melodic interval pattern The final pattern reported in this paper was initially reported in the context of the discovery of vertical patterns in the Bach chorales [1] . ...
doi:10.5281/zenodo.1415637
fatcat:npozxk7mufaszdgjqubymgroxe
A Wavelet-Based Approach to Pattern Discovery in Melodies
[chapter]
2015
Computational Music Analysis
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit the original URL.
The file type is application/pdf.
We present a computational method for pattern discovery based on the application of the wavelet transform to symbolic representations of melodies or monophonic voices. ...
The method was evaluated on two musicological tasks: discovering themes and sections in the JKU Patterns Development Database and determining the parent compositions of excerpts from J. S. ...
Acknowledgements Gissel Velarde is supported by the Department of Architecture, Design and Media Technology at Aalborg University. ...
doi:10.1007/978-3-319-25931-4_12
fatcat:yc6qyod6szawboo3ono322tg5u
Colorscore -- Visualization and Condensation of Structure of Classical Music
2011
2011 15th International Conference on Information Visualisation
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2017; you can also visit the original URL.
The file type is application/pdf.
In addition, Colorscore supports vertical condensation which reduces the number of displayed tracks, and horizontal condensation which saves the display space. ...
This paper presents Colorscore, a technique for visualization and condensation of musical scores. Colorscore supports two requirements for composers, arrangers and players: overview and arrangement. ...
Many recent techniques on music visualization focus on representation of musical structures of musical works. We are focusing on visualization of structures of musical works composed for orchestras. ...
doi:10.1109/iv.2011.19
dblp:conf/iv/HayashiIM11
fatcat:i2lmnpryzjfqxaopi4oblv3dse
« Previous
Showing results 1 — 15 out of 14,268 results