AUDIOCYCLE: BROWSING MUSICAL LOOPS LIBRARIES
2008
Abstract
This paper presents AudioCycle, a prototype application for browsing through music loop libraries. AudioCycle provides the user with a graphical view where the audio extracts are visualized and organized according to their similarity in terms of musical properties, such as timbre, harmony, and rhythm. The user is able to navigate in this visual representation, and listen to individual audio extracts, searching for those of interest. AudioCycle draws from a range of technologies, including audio analysis from music information retrieval research, 3D visualization, spatial auditory rendering, audio time-scaling and pitch modification. The proposed approach extends on previously described music and audio browsers. Concepts developped here will be of interest to DJs, remixers, musicians, soundtrack composers, but also sound designers and foley artists. Possible extension to multimedia libraries are also suggested.
References (55)
- REFERENCES
- 1. Scientific references
- Timothy Beamish, Karon Maclean, and Sidney Fels. "Ma- nipulating Music: Multimodal Interaction for DJs". In: Pro- ceedings of CHI'04. 2004. P.: 124.
- Henry Bernard. "Tangible Media Browsing: Exploring And Browsing Large Multimedia Collections With A Tabletop". MA thesis. Music Technology Group, UPF-IUA, Barcelona and INPG-ICA, Grenoble, 2007. P.: 124.
- S. K. Card, J. D. Mackinlay, and G. G. Robertson. "The design space of input devices." In: Proceedings of the SIGCHI conference on Human factors in computing sys- tems (CHI'90). 1990. Pp. 117-124. P.: 124.
- Lonny L. Chu. "Haptic Interactions For Audio Navigation". PhD thesis. Stanford University, 2003. P.: 124.
- E. Costanza, S. B. Shelley, and J. Robinson. "Introducing Audio D-Touch: A Tangible User Interface For Music Com- position And Performance". In: Proc. of the 6th Int. Confer- ence on Digital Audio Effects (DAFX-03). 2003. P.: 124.
- Joëlle Coutaz et al. "Four Easy Pieces for Assessing the Us- ability of Multimodal Interaction: The CARE properties". In: Proceedings of the INTERACT'95 conference. 1995. Pp. 115-120. URL: http://iihm.imag.fr/publs/ 1995/Interact95_CARE.pdf. P.: 124.
- Jean-Michel Couturier and Magnolya Roy. "Grapholine, Instrument Audiovisuel De "Dessin Musical"". In: Articles des Journées d'Informatique Musicale. 2008. P.: 124.
- Laurent Couvreur et al. "Audio Thumbnailing". In: QPSR of the numediart research program. Ed. by Thierry Du- toit and Benoît Macq. Vol. 1. 2. http://www.numediart.org. 2008. Pp. 67-85. P.: 120.
- M. Davies and M. Plumbley. "A Spectral Difference Ap- proach to Downbeat Extraction in Musical Audio". In: Pro- ceedings of EUSIPCO 2006. 2006. P.: 121.
- M. Davies and M. Plumbley. "Beat Tracking with a Two State Model". In: Proceedings of ICASSP 2005. 2005. P.: 121.
- R.O. Duda and P.E. Hart. Pattern Classification and Scene Analysis. John Wiley and Sons, 1973. P.: 123.
- D. Ellis. "Beat Tracking with Dynamic Programming". In: Proceedings of MIREX 2006. 2006. Pp.: 120, 121.
- M. Fernström and E. Brazil. "Sonic browsing: An auditory tool for multimedia asset management". In: International Conference on Auditory Display (ICAD2001). Helsinki, Finland 2001. P.: 123.
- K. Fukunaga. Introduction to Statistical Pattern Recogni- tion. Ed. by Werner Rheinboldt. Academic Press -Second Edition, 1990. P.: 122.
- M. Goto. "An Audio-based Real-Time Beat Tracking Sys- tem for Music With or Without Drums-sounds". In: Journal of New Music Research 30.2 (2001). Pp. 159-171. P.: 121.
- Kjetil F. Hansen, Marcos Alonso, and Smilen Dimitrov. "Combining Dj Scratching, Tangible Interfaces And A Physics-Based Model of Friction Sounds". In: Proceedings of ICMC07. 2007. P.: 124.
- Kjetil Falkenberg Hansen and Marcos Alonso. "More DJ techniques on the reactable". In: Proceedings of the Inter- national Conference on New Interfaces for Musical Expres- sion (NIME). 2008. P.: 124.
- Kjetil Falkenberg Hansen and Roberto Bresin. "Mapping strategies in DJ scratching". In: Proceedings of the 2006 In- ternational Conference on New Interfaces for Musical Ex- pression (NIME06). 2006. P.: 125.
- Kouki Hayafuchi and Kenji Suzuki. "MusicGlove: A Wear- able Musical Controller for Massive Media Library". In: Proceedings of the International Conference on New Inter- faces for Musical Expression (NIME). 2008. P.: 124.
- Sebastian Heise, Michael Hlatky, and Jörn Loviscach. "SoundTorch: Quick Browsing in Large Audio Collec- tions". In: 125th Audio Engineering Society Convention. 7544. 2008. Pp.: 119, 123, 124.
- H. Hermansky, N. Morgan, and P. D. Korn. "Auditory Model for Parametrization of Speech". Pat. 5,450,522. 1995. P.: 120.
- T. Jehan. "Downbeat prediction by listening and learning". In: Proceedings of WASPAA 2005. 2005. P.: 121.
- Tristan Jehan. "Creating Music by Listening". PhD thesis. Massuchussets Institute of Technology, 2005. Pp.: 119, 120.
- K. Jensen. "Mutliple Scale Music Segmentation Using Rhythm, Timbre and Harmony". In: EURASIP Journal on Advances in Signal Processing 2007 7 (2007). Pp.: 119, 120.
- Ajay Kapur, Manj Benning, and George Tzanetakis. "Query-By-Beat-Boxing: Music Retrieval For The Dj". In: Proceedings of ISMIR'04. 2004. P.: 124.
- Takuro Mizuta Lippit. "Turntable Music in the Digital Era: Designing Alternative Tools for New Turntable Expres- sion". In: Proceedings of the 2006 International Conference on New Interfaces for Musical Expression (NIME06). 2006. P.: 124.
- Roderick Murray-Smith et al. "Stane: Synthesized Surfaces for Tactile Input". In: CHI 2008. 2008. P.: 124.
- G. Peeters. "Time Variable Tempo Detection and Beat Marking". In: Proceedings of ICMC 2005. 2005. P.: 121.
- G. Peeters. "Toward Automatic Music Audio Summary Generation from Signal Analysis". In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR). Paris, France 2002. P.: 120.
- G. Poliner et al. "Melody Transcription from Music Au- dio: Approaches and Evaluation". In: IEEE Transactions on Audio, Speech and Language Processing 15(4) (2007). Pp. 1247-1256. P.: 119.
- Martin Russ. Sound Synthesis and Sampling. 3rd ed. Mu- sic Technology. Focal Press, 2008. ISBN: 9780240521053. Pp.: 119, 125.
- To Yip Sang and Kam Wong. "Multi-User Hand Gesture Based Musical Element Mapping With Traditional Musical Elements". In: Proceedings of ICMC'08. 2008. P.: 124.
- Diemo Schwartz. "Musical Applications of Real-Time Corpus-Based Concatenative Synthesis". In: ICMC 2007. Copenhagen 2007. P.: 119.
- Stephen Sinclair and Marcelo M. Wanderley. "Defining a control standard for easily integrating haptic virtual envi- ronments with existing audio/visual systems". In: Proceed- ings of NIME'07. 2007. P.: 125.
- Hans-Christoph Steiner, David Merrill, and Olaf Matthes. "A Unified Toolkit for Accessing Human Interface De- vices in Pure Data and Max/MSP". In: Proceedings of the 2007 Conference on New Interfaces for Musical Expression (NIME07). 2007. P.: 125.
- John Steventon. DJing for Dummies. John Wiley & Sons, 2007. ISBN: 978-0470032756. P.: 124.
- Rebecca Stewart, Mark Levy, and Mark Sandler. "3D in- teractive environment for music collection navigation". In: Proceedings of the Conference on Digital Audio Effects (DAFx). 2008. P.: 124.
- Anne Veroust-Blondet. VITALAS -State of the Art on Ad- Visualisation Methods. Tech. rep. 2007. P.: 122.
- H. Vinet, P. Herrera, and F. Pachet. "The Cuidado Project: New Applications Based on Audio and Music Content De- scription". In: Proc. of ICMC. Göteborg, Sweden 2002. Pp. 450-454. P.: 119.
- Marcelo Wanderley and Marc Battier, eds. Trends In Ges- tural Control Of Music. Ircam -Centre Pompidou, 2000. ISBN: 2-8442-6039-X. P.: 124.
- Colin Ware. Information Visualization: Perception for De- sign. 2nd ed. Interactive Technologies. Morgan Kaufmann, 2004. ISBN: 1-55860-819-2. Pp.: 123, 125.
- Stephen Webber. DJ Skills: The essential guide to Mix- ing and Scratching. Focal Press, 2007. ISBN: 978- 0240520698. Pp.: 119, 124, 125.
- Matthew Wright. "Implementation and Performance Issues with OpenSound Control". In: Proceedings of ICMC 1998. 1998. URL: http://www.cnmat.berkeley.edu/ ICMC98/papers-pdf/OSC.pdf. P.: 125.
- F. Zheng, G. Zhang, and Z. Song. "Comparison of Differ- ent Implementations of MFCC". In: Journal of Computer Science and Technology 16 (2001). Pp. 582-589. P.: 120.
- A. Zils and F. Pachet. "Musical Mosaicing". In: COST G-6 Conference on Digital Audio Effects (DAFX-01). Limerick, Ireland 2001. P.: 119.
- 9.2. Software and technologies
- Merriam-Webster Dictionary Online. http://www.merriam- webster.com/. Consulted on January 14, 2009. P.: 120.
- Music Information Retrieval Evaluation eXchange. URL: http : / / www . music -ir . org / mirex / 2006 / index.php/Main_Page. P.: 121.
- OpenAL. URL: http://www.openal.org/. P.: 124.
- OpenSceneGraph (OSG). URL: http : / / www . openscenegraph.org/. P.: 123.
- PureData. URL: http://www.puredata.info. P.: 125. [40] Sony Creative Software. ACID. http://www.sonycreativesoftware.com/products/acidfamily.asp. URL: http : / / www . sonycreativesoftware . com/products/acidfamily.asp. P.: 119.
- The OpenInterface Platform. URL: http : / / www . openinterface.org. P.: 125.
- Zero-G. Pro Sample Library. URL: http : / / www . zero-g.co.uk/. P.: 122.