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Two Data Sets For Tempo Estimation And Key Detection In Electronic Dance Music Annotated From User Corrections

Peter Knees, Ángel Faraldo, Perfecto Herrera, Richard Vogl, Sebastian Böck, Florian Hörschläger, Mickael Le Goff
2015 Zenodo  
"Two data sets for tempo estimation and key detection in electronic dance music annotated from user corrections", 16th International Society for Music Information Retrieval Conference, 2015.  ...  CONCLUSIONS We have presented two new data sets for tempo and key estimation in electronic dance music with 664 and 604 examples, respectively.  ... 
doi:10.5281/zenodo.1414996 fatcat:n2ee2n4qgrfk3kzenbxog3kqze

From raw audio to a seamless mix: creating an automated DJ system for Drum and Bass

Len Vande Veire, Tijl De Bie
2018 EURASIP Journal on Audio, Speech, and Music Processing  
Evaluation on a corpus of 160 Drum and Bass songs and an additional hold-out set of 220 songs shows that the used MIR algorithms can annotate 91% of the songs with fully correct annotations (tempo, beats  ...  To make this possible, we focused on one specific sub-genre of electronic dance music, namely Drum and Bass.  ...  Availability of data and materials All code is made available as open-source and can be downloaded from https://bitbucket.org/ghentdatascience/dj under an AGPLv3 license.  ... 
doi:10.1186/s13636-018-0134-8 fatcat:j6ptxz6zenbb3cjh2rq6icwhsm

Beatled - The Social Gaming Partyshirt

Tom De Nies, Thomas Vervust, Michiel Demey, Rik Van De Walle, Jan Vanfleteren, Marc Leman
2011 Proceedings of the SMC Conferences  
Acknowledgments We would like to thank all participators in this project, especially the supervisors at IPEM, MMLab and CMST.  ...  Also, special thanks are in order to the Belgian Industrial Research & Development (BiR&D) committee for their financial support, allowing this project to become a reality.  ...  The acceleration data needs to be captured and filtered, and the music needs to be annotated, detecting the beats in the audio track.  ... 
doi:10.5281/zenodo.849895 fatcat:77aivyxyazbs5fg3djiksff3iy

Segmentation And Timbre Similarity In Electronic Dance Music

Bruno Rocha, Niels Bogaards, Aline Honingh
2013 Proceedings of the SMC Conferences  
This research has been funded by the Center for Digital Humanities (http://cdh.uva.nl/) and the Netherlands foundation of Scientific Research (NWO), grant no. 639.021.126.  ...  Tempo estimation and confidence measure Tempo estimation is performed in order to detect the duration of a beat.  ...  ELECTRONIC DANCE MUSIC (EDM) Electronic Dance Music (EDM) is a label that defines a metagenre encompassing a heterogeneous group of musics made with computers and electronic instruments [27] .  ... 
doi:10.5281/zenodo.850376 fatcat:xdnly5usejgqfaluhymxj3boyq

User-Driven Fine-Tuning for Beat Tracking

António S. Pinto, Sebastian Böck, Jaime S. Cardoso, Matthew E. P. Davies
2021 Electronics  
In this paper, we positioned our approach to beat tracking from a real-world perspective where an end-user targets very high accuracy on specific music pieces and for which the current state of the art  ...  We demonstrated the success of our approach via improved performance across existing annotated datasets and a new annotation-correction approach for evaluation.  ...  content; and (iii) to conduct a detailed beat-tracking evaluation from an annotation-correction perspective, which demonstrates and quantifies the set of steps required to transform an initial estimate  ... 
doi:10.3390/electronics10131518 fatcat:yf6ftsk4mjdurexdwugpjvcg4q

Exploring structural sections in EDM DJ-created radio mixes with the help of automatic music descriptors

Vincent Zurita, Perfecto Herrera, Giuseppe Bandiera
2016 Zenodo  
In this work, structural sections based on "levels of emotional experience" in electronic dance music (EDM) are investigated by analyzing DJ-created radio mixes using automatic music descriptors in order  ...  Mixes are first manually annotated to categorise structural sections and then, their characteristics and patterns between them are investigated.  ...  Elements related to musical expectancy can be found in newer electronic dance music (EDM) tracks, and particularly in the sections build up and drop.  ... 
doi:10.5281/zenodo.3755600 fatcat:lqhdbga3t5gzxfpxjehke2zcca

Tango or Waltz?: Putting Ballroom Dance Style into Tempo Detection

Björn Schuller, Florian Eyben, Gerhard Rigoll
2008 EURASIP Journal on Audio, Speech, and Music Processing  
With this set, data-driven identification of the meter and ballroom dance style, employing support vector machines, is carried out in a first step.  ...  In this article, we therefore provide an introductory overview over basic and current principles of tempo detection.  ...  Using the two tatum candidates θ T1 and θ T2 extracted in step (1) in Section 3.5, the final tatum for the instances in the test split in each fold now is chosen based upon the statistics estimated from  ... 
doi:10.1155/2008/846135 fatcat:qxysaran35byrejjjbjdrphyla

Tonality Estimation In Electronic Dance Music: A Computational And Musically Informed Examination

Ángel Faraldo, Sergi Jordà, Perfecto Herrera
2018 Zenodo  
This dissertation revolves around the task of computational key estimation in electronic dance music, upon which three interrelated operations are performed.  ...  Last, I describe my own key finding methods, adapting existing models to the musical idiosyncrasies and tonal distributions of electronic dance music, with new statistical key profiles derived from the  ...  As such, it constitutes a durable trace of my four years at the Music Technology Group, where I have learnt uncountable things from the projects, the methods and, especially, from the people I have met  ... 
doi:10.5281/zenodo.1154586 fatcat:fqd24dcqlvhflcsluwpja2x4zu

Ancestral imprints: histories of Irish traditional music and dance

2013 ChoiceReviews  
i Declaration I certify that this thesis which I now submit for examination for the award of Doctor of Philosophy, is entirely my own work and has not been taken from the work of others save and to the  ...  This thesis was prepared according to the regulations for postgraduate study by research of the Dublin Institute of Technology and has not been submitted in whole or in part for an award in any other Institute  ...  A new algorithm is presented called TANSEY (Turn ANnotation from SEts using SimilaritY profiles) which annotates sets of tunes played segue as is the custom in traditional Irish dance music. iii The work  ... 
doi:10.5860/choice.50-3164 fatcat:t2cc4biirnbkhitfv2caxu6zeq

Tunepal

Bryan Duggan
2010 Proceedings of the second workshop on eHeritage and digital art preservation - eHeritage '10  
In this paper we present Tunepal, a search engine and music retrieval tool for traditional musicians that runs on an iPhone/iPod Touch (2 nd generation)/iPad.  ...  These tunes are drawn from community sources, such as the website thesession.org and "standard" references including O'Neills Dance Music of Ireland and Brendan Breathneach's Ceol Rince Na hÉireann series  ...  Tunepal now has users in twenty two countries as evidenced by Table 5 .  ... 
doi:10.1145/1877922.1877931 fatcat:lzdqdy3fcfbybenw32e2koyemq

WhoLoDancE: Deliverable 9.7 - First periodic report

Edwin Morley-Fletcher, Mirko De Maldè
2017 Zenodo  
The report describes the activity performed in the project in the first reporting period (M1 - M18) and the progress status of the work in respect to the original workplan.  ...  In this project, a large set of descriptors (about 150) were selected as suitable for music adopted in dance performances.  ...  In this stage of the project, the focus has been on automatic Chord and Key extraction, Beat and Tempo tracking and Structural analysis.  ... 
doi:10.5281/zenodo.1069164 fatcat:hu37xwx7zvhpvgdfetuidshuxe

16th Sound and Music Computing Conference SMC 2019 (28–31 May 2019, Malaga, Spain)

Lorenzo J. Tardón, Isabel Barbancho, Ana M. Barbancho, Alberto Peinado, Stefania Serafin, Federico Avanzini
2019 Applied Sciences  
The 16th Sound and Music Computing Conference (SMC 2019) took place in Malaga, Spain, 28–31 May 2019 and it was organized by the Application of Information and Communication Technologies Research group  ...  The First International Day of Women in Inclusive Engineering, Sound and Music Computing Research (WiSMC 2019) took place on 28 May 2019.  ...  Acknowledgments: The 16th Sound and Music Computing Conference (SMC 2019) was made possible thanks to the hard work of many people including the authors, the reviewers, all the members of the Conference  ... 
doi:10.3390/app9122492 fatcat:tcacoupffjewnpjhpw4oy7x6h4

Content-Based Music Information Retrieval: Current Directions and Future Challenges

M.A. Casey, R. Veltkamp, M. Goto, M. Leman, C. Rhodes, M. Slaney
2008 Proceedings of the IEEE  
| The steep rise in music downloading over CD sales has created a major shift in the music industry away from physical media formats and towards online products and services.  ...  Research efforts in music information retrieval have involved experts from music perception, cognition, musicology, engineering, and computer science engaged in truly interdisciplinary activity that has  ...  This system has several dance sequences, each for a different dance motion mood. A user can select dance sequences one after another by pressing buttons during music playback.  ... 
doi:10.1109/jproc.2008.916370 fatcat:ynpw7lyf6fchfdzzl5jll22cee

In Search of Automatic Rhythm Analysis Methods for Turkish and Indian Art Music

Ajay Srinivasamurthy, André Holzapfel, Xavier Serra
2014 Journal of New Music Research  
We define and describe three relevant rhythm annotation tasks for these cultures -beat tracking, meter estimation, and downbeat detection.  ...  We then evaluate several methodologies from the state of the art in Music Information Retrieval (MIR) for these tasks, using manually annotated datasets of Turkish and Indian music.  ...  Recently, Hockman et al. (2012) presented an algorithm for detecting downbeats in music signals of electronic dance music genres.  ... 
doi:10.1080/09298215.2013.879902 fatcat:ehr432lz7bdvdpnuywtk542pe4

New interfaces for popular music performance

Roger B. Dannenberg
2007 Proceedings of the 7th international conference on New interfaces for musical expression - NIME '07  
Here, "popular music" is taken to mean music with a mostly steady tempo, some improvisational elements, and largely predetermined melodies, harmonies, and other parts.  ...  These problems include beat acquisition, beat phase, score location, sound synthesis, data preparation, and adaptation.  ...  When the minimum period is greater than 20 samples in one block of 256 samples, and less than 20 samples in the next block, a tap is reported. Further processing estimates tempo and beat detection.  ... 
doi:10.1145/1279740.1279764 dblp:conf/nime/Dannenberg07 fatcat:ma2gndmgbrd2lloebayebwpixi
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