The past, present, and promise of sonification

Bruce N. Walker

doi:10.3989/arbor.2023.810008

Autores/as

Bruce N. Walker Sonification Lab, Georgia Institute of Technology https://orcid.org/0000-0001-8503-5621

DOI:

https://doi.org/10.3989/arbor.2023.810008

Palabras clave:

Sonificación, historia, futuro, diseño sonoro

Resumen

El uso del sonido para comunicar datos de forma sistemática lleva mucho tiempo entre nosotros y ha sido objeto de una investigación considerable, aunque en una amplia gama de campos de investigación distintos. La sonificación tiene una capacidad única para transmitir series y patrones, tendencias y valores atípicos... y transmite sin esfuerzo el afecto y la emoción relacionados con esos datos. Asimismo, el sonido -por sí solo o junto con representaciones visuales, táctiles o incluso olfativas- puede hacer que la exploración de datos resulte más atractiva y accesible para un mayor número de personas. Sin embargo, la sonificación y las visualizaciones auditivas siguen ocupando sólo una pequeña parte de la atención popular: la mayoría de la gente nunca ha pensado en utilizar sonidos no verbales de esta manera, aunque sin duda está muy familiarizada con otros usos intencionados del sonido para transmitir estados, notificaciones y advertencias. Este artículo presenta una breve historia de la sonificación, introduce términos, repasa una serie de ejemplos y analiza el pasado, el presente y las futuras promesas del uso del sonido para ampliar la forma en que podemos comunicar datos, extender el uso de pantallas auditivas en la sociedad y hacer que la ciencia sea más atractiva y accesible.

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Citas

Anderson, Janet y Sanderson, Penelope (2004). Designing Sonification for Effective Attentional Control in Complex Work Domains. Proceedings of the Human Factors and Ergonomics Society Annual Meeting, 48 (16), 1818-1822. https://doi.org/10.1177/154193120404801606

Andreopoulou, Areti y Goudarzi, Visda (2021, June 25-28). Sonification First: The Role of ICAD in the Advancement of Sonification-Related Research. In Proceedings of the 26thInternational Conference on Auditory Display (ICAD 2021) (pp. 65-73). Virtual conference. https://doi.org/10.21785/icad2021.031

Apel, Ted y Johnson, Jeffrey B. (2021, June 25-28). Portable real-time volcano infrasound auditory display devices. In Proceedings of the 26thInternational Conference on Auditory Display (ICAD 2021) (pp. 131-134). Virtual conference. https://doi.org/10.21785/icad2021.012

Barrass, Stephen (1997). Auditory information design. [Unpublished doctoral dissertation]. Australian National University.

Barth Anna; Karlstrom, Leif; Holtzman, Benjamin; Nayak, Avinash y Paté, Arthur (2020). Sonification and animation of multivariate data illuminates geyser eruption dynamics. Computer Music Journal, 44 (1), 35-50. https://doi.org/10.1162/comj_a_00551

Blattner, Meera M.; Sumikawa, Denise A. y Greenberg, Robert M. (1989). Earcons and icons: Their structure and common design principles. Human-Computer Interaction, 4, 11-44. https://doi.org/10.1207/s15327051hci0401_1

Boltz, Marilyn G. (1998). Tempo discrimination of musical patterns: Effects due to pitch and rhythmic structure. Perception & Psychophysics, 60 (8), 1357-1373. https://doi.org/10.3758/BF03207998 PMid:9865077

Bonebright, Terry L. y Nees, Michael A. (2007, June 26-29). Memory for auditory icons and earcons with localization cues. In Proceedings of the 13thInternational Conference on Auditory Display (ICAD 2007) (pp. 419-422). Montreal, Canada. http://hdl.handle.net/1853/50014

Bonebright, Terri L.; Nees, Mike A.; Connerley, Tayla T. y McCain, Glenn R. (2001, July 29-August 1). Testing the effectiveness of sonified graphs for education: A programmatic research project. In Proceedings of the 7thInternational Conference on Auditory Display (ICAD 2001) (pp. 62-66). Espoo, Finland. http://hdl.handle.net/1853/50654

Braun, Robert; Tfirn, Maxwell y Ford, Rebecca (2020). Sonification and Machine Learning Contribute to a Novel Assay of Bacterial Swimming Dynamics. Proceedings of the American Geophysical Union Fall Meeting, Online Conference. https://ui.adsabs.harvard.edu/abs/2020AGUFMH001...01B/abstract

Brazil, Eoin (2010). A review of methods and frameworks for sonic interaction design: Exploring existing approaches. Lecture Notes in Computer Science, 5954, 41-67. https://doi.org/10.1007/978-3-642-12439-6_3

Brazil, Eoin y Fernström, Mikael (2009). Empirically based auditory display design. In F. Gouyon, A. Barbosa, & X. Serra (eds.). Proceedings of the 6th Sound and Computing Conference (SMC 2009) (pp. 7-12). Porto, Portugal. INESC.

Bregman, Albert S. (1990). Auditory scene analysis: The perceptual organization of sound. Cambridge, MA: MIT Press. https://doi.org/10.7551/mitpress/1486.001.0001

Brewster, Stephen (1997). Using non-speech sound to overcome information overload. Displays, 17, 179-189. https://doi.org/10.1016/S0141-9382(96)01034-7

Brewster, Stephen (2002). Overcoming the lack of screen space on mobile computers. Personal and Ubiquitous Computing, 6 (3), 188-205. https://doi.org/10.1007/s007790200019

Brewster, Stephen; Wright, Peter C. y Edward, Alistair D. N. (1994, April 24-28). The design and evaluation of an auditory enhanced scrollbar. In B. Adelson, S. Dumais, & J. Olson (eds.) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 94) (pp. 173-179). Boston, MA, Association for Computing Machinery. https://doi.org/10.1145/191666.191733

Brewster, Stephen; Wright, Peter C. y Edwards, Alistair D. N. (1993, April 24-29). An evaluation of earcons for use in auditory human-computer interfaces. In B. Arnold, G. van der Veer, & T. White (eds.) Proceedings of the INTERACT'93 and CHI'93 Conference on Human Factors in Computing Systems (CHI 93) (pp. 222-227). Amsterdam. Association for Computing Machinery. https://doi.org/10.1145/169059.169179

Brown, Lorna M.; Brewster, Stephen A.; Ramloll, Ramesh; Burton, Mike y Riedel, Beate (2003, July 6-9). Design guidelines for audio presentation of graphs and tables. In E. Brazil & B. Shinn-Cunningham (eds.) Proceedings of the 9th International Conference on Auditory Display (ICAD 2003) (pp. 284-287). Boston, MA. http://hdl.handle.net/1853/50454

Brown, M. L., Newsome, Sandra L., & Glinert, Ephraim P. (1989). An experiment into the use of auditory cues to reduce visual workload. In K. Vice & C. Lewis (eds.) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 89) (pp. 339-346). Association for Computing Machinery. https://doi.org/10.1145/67449.67515

Buxton, William (1989). Introduction to this special issue on nonspeech audio. Human-computer Interaction, 4, 1-9.

Bly, Sara A.; Frysinger, Steven P.; Lunney, David; Mansur, Douglass L.; Mezrich, Joseph J. y Morrison, Robert C. (1985). Communicating with sound. In L. Borman & R. Smith (eds.) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, San Francisco, California (CHI 85) (pp. 115-119). Association for Computing Machinery. https://doi.org/10.1145/317456.317477

Candey, Robert M.; Schertenleib, Anton M. y Diaz Merced, W. L. (2006, June 20-23). Xsonify sonification tool for space physics. Proceedings of the 12th International Conference on Auditory Display (ICAD 2006) (pp. 289-290) London, UK. http://hdl.handle.net/1853/50697

Cantrell, Stanley; Walker, Bruce N. y Moseng, Øystein (2021, June 25-28). Highcharts Sonification Studio: An online, open-source, extensible, and accessible data sonification tool. In Proceedings of the 26thInternational Conference on Auditory Display (ICAD 2021) (pp. 210-216). Virtual Conference. http://hdl.handle.net/1853/66348 https://doi.org/10.21785/icad2021.005

Childs, Edward (2005, July 6-9). Auditory graphs of real-time data. In Proceedings of the 11thInternational Conference on Auditory Display (ICAD 2005) (pp. 402-405). Limerick, Ireland. http://hdl.handle.net/1853/50086

Connell, Bettye Rose; Jones, Mike; Mace, Ron; Mueller, Jim; Mullick, Abir; Ostroff, Elaine (1997). The Principles of Universal Design, Version 2.0. NC State University, Raleigh, NC: The Center for Universal Design.

Dascalu, A.; Walker, Bruce N.; Oron, Y. y David, E. O. (2021). Non-melanoma skin cancer diagnosis: a comparison between dermoscopic and smartphone images by unified visual and sonification deep learning algorithms. Journal of Cancer Research and Clinical Oncology, 148, 2497-2505. https://doi.org/10.1007/s00432-021-03809-x PMid:34546412 PMCid:PMC8453469

Davis, Fred D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13 (3), 319-340. https://doi.org/10.2307/249008

Davison, Benjamin K. y Walker, Bruce N. (2007, June 26-29). Sonification Sandbox reconstruction: Software standard for auditory graphs. In Proceedings of the 13th International Conference on Auditory Display (ICAD 2007) (pp. 509-512). Montreal, Canada. http://hdl.handle.net/1853/50030

de Campo, Alberto (2007, June 26-29). Toward a data sonification design space map. In Proceedings of the 13thInternational Conference on Auditory Display (ICAD 2007) (pp. 342-347). Montreal, Canada. http://hdl.handle.net/1853/50042

Dombois, Florian (2002, July 2-5). Auditory seismology - On free oscillations, focal mechanisms, explosions, and synthetic seismograms. In Proceedings of the 8th International Conference on Auditory Display (ICAD 2002) (pp. 27-30). Kyoto, Japan. http://hdl.handle.net/1853/51334

Edworthy, Judy (1998). Does sound help us to work better with machines? A commentary on Rautenberg's paper 'About the importance of auditory alarms during the operation of a plant simulator'. Interacting with Computers, 10, 401-409. https://doi.org/10.1016/S0953-5438(97)00038-6

Edworthy, Judy Reed; McNeer, Richard R.; Bennett, Christopher L.; Dudaryk, Roman; McDougall, Siné J. P.; Schlesinger, Joseph J.; Bolton, Matthew L.; Edworthy, Jonathan D. Reed; Özcan, Elif; Boyd, Andrew D.; Reid, Scott K. J.; Rayo, Michael F.; Wright, Melanie C. y Osborn, David (2018). Getting Better Hospital Alarm Sounds Into a Global Standard. Ergonomics in Design, 26 (4), 4-13. https://doi.org/10.1177/1064804618763268

Fiedler, Brett L.; Walker, Bruce N. y Moore, Emily B. (2021, June 25-28). To sonify or not to sonify? Educator perceptions of auditory display in interactive simulations. In Proceedings of the 26th International Conference on Auditory Display (ICAD 2021) (pp. 44-52). Virtual conference. https://doi.org/10.21785/icad2021.044

Fitch, W. Tecumseh y Kramer, Gregory (1994). Sonifying the body electric: Superiority of an auditory over a visual display in a complex, multivariate system. In G. Kramer (Ed.), Auditory display: Sonification, audification, and auditory interfaces (pp. 307-326). Reading, MA: Addison-Wesley.

Flowers, John H. y Hauer, Terry A. (1992). The ear's versus the eye's potential to assess characteristics of numeric data: Are we too visuocentric? Behavior Research Methods, Instruments & Computers, 24(2), 258-264. https://doi.org/10.3758/BF03203504

Flowers, John H. y Hauer, Terry A. (1993). «Sound» alternatives to visual graphics for exploratory data analysis. Behavior Research Methods, Instruments & Computers, 25 (2), 242-249. https://doi.org/10.3758/BF03204505

Flowers, John H. y Hauer, Terry A. (1995). Musical versus visual graphs: Cross-modal equivalence in perception of time series data. Human Factors, 37 (3), 553-569. https://doi.org/10.1518/001872095779049264 PMid:8566997

Flowers, John H.; Buhman, Dion C. y Turnage, Kimberly D. (1997). Cross-modal equivalence of visual and auditory scatterplots for exploring bivariate data samples. Human Factors, 39 (3), 341-351. https://doi.org/10.1518/001872097778827151 PMid:9394628

Frauenberger, Christopher y Stockman, Tony (2009). Auditory display design: An investigation of a design pattern approach. International Journal of Human-Computer Studies, 67, 907-922. https://doi.org/10.1016/j.ijhcs.2009.05.008

Frauenberger, Chris; Stockman, Tony y Bourguet, Marie-Luce (2007, June 26-29). Pattern design in the context space: A methodological framework for auditory display design. In Proceedings of the 13th International Conference on Auditory Display (ICAD 2007) (pp. 513-518). Montreal, Canada. http://hdl.handle.net/1853/50020

Frysinger, Steven P. (2005, July 6-9). A brief history of auditory data representation to the 1980s. In Proceedings of the 11thInternational Conference on Auditory Display (ICAD 2005) (pp. 410-413). Limerick, Ireland. http://hdl.handle.net/1853/50089

García Riber, Adrian y Serradilla García, Francisco (2022, June 24-27). Sonification of TESS data validation timeseries files. In Proceedings of the 27thInternational Conference on Auditory Display (ICAD 2022) (pp. 69-74). Virtual Conference. https://doi.org/10.21785/icad2022.024

Gaver, William W. (1989). The SonicFinder: An interface that uses auditory icons. Human-Computer Interaction, 4 (1), 67-94. https://doi.org/10.1207/s15327051hci0401_3

Godbout, Andrew y Boyd, Jeffrey E. (2010, June 9-15). Corrective sonic feedback for speed skating: A case study. In Proceedings of the 16th International Conference on Auditory Display (ICAD 2010) (pp. 23-30). Washington, DC. http://hdl.handle.net/1853/49865

Golledge, Reginald G.; Loomis, Jack M.; Klatzky, Roberta L.; Flury, Andreas y Yang, Xiao Li (1991). Designing a personal guidance system to aid navigation without sight: Progress on th eGIS component. International Journal of Geographical Information Systems, 5, 373-395. https://doi.org/10.1080/02693799108927864

Grudin, Jonathan (2001). Partitioning digital worlds: Focal and peripheral awareness in multiple monitor use. In J. Jacko & A. Sears (eds.) Proceedings of the 2001 SIGCHI conference on Human Factors in Computing Systems (CHI 01) (pp. 458-465). Seattle, WA. Association for Computing Machinery. https://doi.org/10.1145/365024.365312

Haas, Ellen y Edworthy, Judy (2006). An introduction to auditory warnings and alarms. In M. S. Wogalter (Ed.), Handbook of Warnings (pp. 189-198). Mahwah, NJ: Lawrence Erlbaum.

Halac, Federico Nicolás Cámara y Delgadino, Matiás (2021, June 25-28). DreamSound: Deep activation layer sonification. In Proceedings of the 26th International Conference on Auditory Display (ICAD 2021) (pp. 158-163). Virtual conference. https://doi.org/10.21785/icad2021.032

Hartmann, William M. (1997). Sounds, signals, and sensation: Modern acoustics and signal processing. New York: Springer Verlag.

Hermann, Thomas (2002). Sonification for exploratory data analysis. [Unpublished PhD. thesis]. Bielefeld University.

Hermann, Thomas (2008, June 24 - 27). Taxonomy and definitions for sonification and auditory display. In Proceedings of the 14th International Conference on Auditory Display (ICAD 2008) (pp. 1-8). Paris, France. http://hdl.handle.net/1853/49960

Hermann, Thomas y Hunt, Andy (2005). An introduction to interactive sonification. IEEE Multimedia, 12(2), 20-24. https://doi.org/10.1109/MMUL.2005.26

Hermann, Thomas y Ritter, Helge (1999). Listen to your data: Model-based sonification for data analysis. In G. D. Lasker (Ed.), Advances in Intelligent Computing and Multimedia Systems (pp. 189-194). Baden-Baden: IIASSRC.

Hermann, Thomas; Hunt, Andy y Neuhoff, John (2011). The Sonification Handbook. Berlin: Logos Publishing House.

Iwarsson, Susanne y Stahl, Agneta (2003). Accessibility, usability, and universal design--positioning and definition of concepts describing person-environment relationships. Disability and Rehabilitation, 25 (2), 57-66. https://doi.org/10.1080/dre.25.2.57.66 PMid:12554380

Jeon, Jin Y. y Fricke, Fergus R. (1997). Duration of perceived and performed sounds. Psychology of Music, 25 (1), 70-83. https://doi.org/10.1177/0305735697251006

Jeon, Myounghoon; Gable, Thomas M.; Davison, Benjamin K.; Nees, Michael A.; Wilson, Jeff y Walker, Bruce N. (2015). Menu navigation with in-vehicle technologies: Auditory menu cues improve dual task performance, preference, and workload. International Journal of Human Computer Interaction, 31, 1-16. https://doi.org/10.1080/10447318.2014.925774

Jeon, Myounghoon; Walker, Bruce N. y Barrass, Stephen (2018). Introduction to the Special Issue on Sonic Information Design: Theory, Methods, and Practice, Part 1. Ergonomics in Design, 26 (4), 3. https://doi.org/10.1177/1064804618797304

Jeon, Myounghoon; Walker, Bruce N. y Barrass, Stephen (2019). Introduction to the Special Issue on Sonic Information Design: Theory, Methods, and Practice, Part 2. Ergonomics in Design, 27 (1), 4. https://doi.org/10.1177/1064804618814232

Kantan, Prithvi Ravi; Spaich, Erika G. y Dahl, Sofia (2021, June 25-28). A metaphor-based technical framework for musical sonification in movement rehabilitation. In Proceedings of the 26thInternational Conference on Auditory Display (ICAD 2021) (pp. 176-183). Virtual conference. https://doi.org/10.21785/icad2021.008

Keller, Peter y Stevens, Catherine (2004). Meaning from environmental sounds: Types of signal-referent relations and their effect on recognizing auditory icons. Journal of Experimental Psychology: Applied, 10 (1), 3-12. https://doi.org/10.1037/1076-898X.10.1.3 PMid:15053698

Kramer, Gregory (1994). An introduction to auditory display. In G. Kramer (Ed.), Auditory Display: Sonification, Audification, and Auditory Interfaces (pp. 1-78). Reading, MA: Addison Wesley.

Kramer, Gregory; Walker, Bruce N.; Bonebright, Terri; Cook, Perry; Flowers, John; Miner, Nadine (1999). The Sonification Report: Status of the Field and Research Agenda. Report prepared for the National Science Foundation by members of the International Community for Auditory Display. Santa Fe, NM: International Community for Auditory Display (ICAD). https://digitalcommons.unl.edu/psychfacpub/444

Lacherez, Philippe; Seah, Eunice L. y Sanderson, Penelope M. (2007). Overlapping melodic alarms are almost indiscriminable. Human Factors, 49 (4), 637-645. https://doi.org/10.1518/001872007X215719 PMid:17702215

Levitin, Daniel J. (1999). Memory for musical attributes. In P. Cook (Ed.), Music, Cognition, and Computerized Sound: An Introduction to Psychoacoustics (pp. 209-227). Cambridge, MA: MIT Press.

Liljedahl, Mats; Papworth, Nigel y Lindberg, Stefan (2007, June 26-29). Beowulf: A game experience built on sound effects. Proceedings of the 13th International Conference on Auditory Display (ICAD 2007) (pp. 102-106). Montreal, Canada. http://hdl.handle.net/1853/49983

Loomis, Jack M.; Golledge, Reginald G. y Klatzky, Roberta L. (1993). Personal guidance system for the visually impaired using GPS, GIS, and VR technologies. In Proceedings of the First Annual International Conference, Virtual Reality and Persons with Disabilities (pp. 71-74). Center for Disabilities, California State University, Northridge, CA. https://doi.org/10.1145/191028.191051

Loomis, Jack M.; Marston, James R.; Golledge, Reginald G. y Klatzky, Roberta L. (2005). Personal guidance system for people with visual impairment: A comparison of spatial displays for route guidance. Journal of Visual Impairment & Blindness, 99, 219-232. https://doi.org/10.1177/0145482X0509900404

Madaghiele, Vicenzo y Pauletto, Sandra (2022, June 24-27). The sonic carpet: Real-time feedback of energy consumption and emission data through sonic interaction design. In Proceedings of the 27th International Conference on Auditory Display (ICAD 2022) (pp. 55-63). Virtual conference. https://doi.org/10.21785/icad2022.020

Mauney, Bradley S. y Walker, Bruce N. (2004, July 6-9). Creating functional and livable soundscapes for peripheral monitoring of dynamic data. Proceedings of the 10th International Conference on Auditory Display (ICAD 2004). Sydney, Australia. http://hdl.handle.net/1853/50847

Mauney, Lisa M. y Walker, Bruce N. (2010). Universal design of auditory graphs: A comparison of sonification mappings for visually impaired and sighted listeners. ACM Transactions on Accessible Computing, 2 (3), Article 12. https://doi.org/10.1145/1714458.1714459

McCrindle, Rachel J. y Symons, David (2000). Audio space invaders. In P. Sharkey, A. Cesarani, L. Pugnetti & A. Rizzo (Eds.), Proceedings of the 3rd International Conference on Disability, Virtual Reality, & Associated Technologies (pp. 59-65). Alghero, Italy. The University of Reading. https://www.icdvrat.com/2000/P/2000_09.pdf

McGookin, David K. y Brewster, Stephen A. (2004). Understanding concurrent earcons: Applying auditory scene analysis principles to concurrent earcon recognition. ACM Transactions on Applied Perception, 1, 130-150. https://doi.org/10.1145/1024083.1024087

McGookin, David K. y Brewster, Stephen A. (2011). Earcons. In T. Hermann, A. Hunt, & J. Neuhoff, The Sonification Handbook. Berlin: Logos Publishing. https://sonification.de/handbook/

McGuire, Joan M.; Scott, Sally S. y Shaw, Stan F. (2006). Universal design and its applications in educational environments. Remedial and Special Education, 3, 166-175. https://doi.org/10.1177/07419325060270030501

Moore, Brian C. J. (2013). An Introduction to the Psychology of Hearing (6th ed.). Leiden, NL: Brill.

Moore, Emily; Tomlinson, Brianna J. y Walker, Bruce N. (n.d.). Sound and Sonification Design for Interactive Learning Tools. Online course on the Coursera platform. https://www.coursera.org/learn/sound-and-sonification-for-learning

Nees, Michael A. (2019, June 23-27). Eight components of a design theory of sonification. Proceedings of the 25thInternational Conference on Auditory Display (ICAD 2019) (pp. 176-183). Newcastle, UK. https://doi.org/10.21785/icad2019.048

Nees, Michael A. y Walker, Bruce N. (2007, June 26-29). Listener, task, and auditory graph: Toward a conceptual model of auditory graph comprehension. In Proceedings of the 13th International Conference on Auditory Display (ICAD 2007) (pp. 266-273). Montreal, Canada. http://hdl.handle.net/1853/50010

Nees, Michael A. y Walker, Bruce N. (2009). Auditory Interfaces and Sonification. In Constantine Stephanidis (Ed.), The Universal Access Handbook (pp. 507-521). New York: CRC Press Taylor & Francis. https://doi.org/10.1201/9781420064995-c32

Neuhoff, John G. y Heller, Laurie M. (2005, July 6-9). One small step: Sound sources and events as the basis for auditory graphs. Proceedings of the 11thInternational Conference on Auditory Display (ICAD 2005) (pp. 417-419). Limerick, Ireland. http://hdl.handle.net/1853/50174

Neuhoff, John G.; Knight, Rebecca y Wayand, Joseph (2002, July 2-5). Pitch change, sonification, and musical expertise: Which way is up? Proceedings of the 8thInternational Conference on Auditory Display (ICAD 2002) (pp. 351-356). Kyoto, Japan. http://hdl.handle.net/1853/51370

Ngo, Angela; Sardana, Disha y Ico Bukvic, Ivica (2022, June 24-27). Sonifying 2D cellular behavior using cellular stethoscope. Proceedings of the 27th International Conference on Auditory Display (ICAD 2022) (pp. 31-38). Virtual conference. https://doi.org/10.21785/icad2022.015

Palladino, Dianne y Walker, Bruce N. (2007, June 26-29). Learning rates for auditory menus enhanced with spearcons versus earcons. In Proceedings of the 13th International Conference on Auditory Display (ICAD 2007) (pp. 274-279). Montreal, Canada. http://hdl.handle.net/1853/50011

Peres, S. Camille y Lane, David M. (2003, July 6-9). Sonification of statistical graphs. Proceedings of the International Conference on Auditory Display (ICAD 2003) (pp. 157-160). Boston, MA. http://hdl.handle.net/1853/50486

Peres, S. Camille y Lane, David M. (2005, July 6-9). Auditory graphs: The effects of redundant dimensions and divided attention. Proceedings of the 11thInternational Conference on Auditory Display (ICAD 2005) (pp. 169-174). Limerick, Ireland. http://hdl.handle.net/1853/50093

Peres, S. Camille; Best, Virginia; Brock, Derek; Shinn-Cunningham, Barbara; Frauenberger, Christopher; Hermann, Thomas, et al. (2008). Auditory Interfaces. In P. Kortum (Ed.), HCI Beyond the GUI: Design for Haptic, Speech, Olfactory and Other Nontraditional Interfaces (pp. 147-196). Burlington, MA: Morgan Kaufmann. https://doi.org/10.1016/B978-0-12-374017-5.00005-5

Quinton, Michael; McGregor, Iain y Benyon, David (2016, July 2-8). Sonifying the Solar System. In Proceedings of the 22ndInternational Conference on Auditory Display (ICAD 2016). Canberra, Australia. https://doi.org/10.21785/icad2016.003 PMid:27690168

Ramloll, Rameshsharma; Brewster, Stephen; Yu, Wai y Riedel, Beate (2001). Using non-speech audio sounds to improve access to 2D tabular numerical information for visually impaired uses. Proceedings of the IHM-HCI 2001 (pp. 515-530). Lille, France. https://doi.org/10.1007/978-1-4471-0353-0_32

Revuelta Sanz, Pablo; Ruiz Mezcua, Belén; Sánchez Pena, José Manuel y Walker, Bruce N. (2014a). Scenes into sounds: A taxonomy of image sonification methods for mobility applications. Journal of the Audio Engineering Society, 62 (3), 161-171. https://doi.org/10.17743/jaes.2014.0009

Revuelta Sanz, Pablo; Ruiz Mezcua, Belén; Sánchez Pena, José Manuel y Walker, Bruce N. (2014b). Evaluation of the Sonification Protocol of an Artificial Vision System for the Visually Impaired. International Journal of Computer and Information Technology, 3 (3), 469-481.

Revuelta Sanz, Pablo; Ruiz Mezcua, Belén; Sánchez Pena, José Manuel y Walker, Bruce N. (2014c). Evaluation of a New Mobility Assistive Product for the Visually Impaired. International Journal of Computers and Technology 13 (2), 4191-4205. https://doi.org/10.24297/ijct.v13i2.2908

Sanders, Mark S. y McCormick, Ernest J. (1993). Human Factors in Engineering and Design (7th ed.). New York: McGraw-Hill.

Sanderson, Penelope M. (2006). The multimodal world of medical monitoring displays. Applied Ergonomics, 37, 501-512. https://doi.org/10.1016/j.apergo.2006.04.022 PMid:16759627

Sanderson, Penelope M.; Liu, David y Jenkins, Simon A. (2009). Auditory displays in anesthesiology. Current Opinion in Anesthesiology, 22, 788-795. https://doi.org/10.1097/ACO.0b013e3283326a2f PMid:19770642

Sandor, Aniko y Lane, David M. (2003, July 6-9). Sonification of absolute values with single and multiple dimensions. In Proceedings of the 2003 International Conference on Auditory Display (ICAD 2003) (pp. 243-246). Boston, MA. http://hdl.handle.net/1853/50487

Savery, Richard; Ayyagari, Madhukesh; May, Keenan R. y Walker, Bruce N. (2019, June 23-27). Soccer Sonification: Enhancing Viewer Experience. In Proceedings of the 25thInternational Conference on Auditory Display (ICAD 2019) (pp. 207-213). Newcastle-upon-Tyne, UK. https://doi.org/10.21785/icad2019.037

Schaffert, Nina; Mattes, Klaus; Barrass, Stephen y Effenberg, Alfred O. (2009, December 3-4). Exploring function and aesthetics in sonifications for elite sports. Proceedings of the Second International Conference on Music Communication Science, Sydney, Australia. https://www.academia.edu/308233/Exploring_Function_and_Aesthetics_In_Sonifications_for_Elite_Sports

Schuett, Jonathan Henry (2019). Measuring the effects of display design and individual differences on the utilization of multi-stream sonifications. [Unpublished PhD Dissertation]. Georgia Institute of Technology, Atlanta, USA. http://hdl.handle.net/1853/61808

Smith, Daniel R. y Walker, Bruce N. (2005). Effects of auditory context cues and training on performance of a point estimation sonification task. Applied Cognitive Psychology, 19 (8), 1065-1087. https://doi.org/10.1002/acp.1146

Sorkin, Robert D. (1987). Design of auditory and tactile displays. In G. Salvendy (Ed.), Handbook of human factors (pp. 549-576). New York: Wiley & Sons.

Speeth, Sheridan Dauster (1961). Seismometer sounds. Journal of the Acoustical Society of America, 33, 909-916. https://doi.org/10.1121/1.1908843

Spence, Charles y Driver, Jon (1997). Audiovisual links in attention: Implications for interface design. In D. Harris (Ed.), Engineering Psychology and Cognitive Ergonomics Vol. 2: Job Design and Product Design (pp. 185-192). Hampshire: Ashgate Publishing. https://doi.org/10.4324/9781315094489-24

Stevens, Stanley S. (1936). A scale for the measurement of a psychological magnitude: Loudness. Psychological Review, 43, 405-416. https://doi.org/10.1037/h0058773

Stevens, Stanley S.; Volkmann, John, y Newman, Edwin B. (1937). A Scale for the Measurement of the Psychological Magnitude Pitch. Journal of the Acoustical Society of America, 8, 185. https://doi.org/10.1121/1.1915893

Stockman, Tony; Hind, Greg y Frauenberger, Christopher (2005, July 6-9). Interactive sonification of spreadsheets. In Proceedings of the 11thInternational Conference on Auditory Display (ICAD 2005) (pp. 134-139). Limerick, Ireland. http://hdl.handle.net/1853/50166

Stockman, Tony; Rajgor, Neil; Metatla, Oussama y Harrar, Lila (2007, June 26-29). The design of interactive audio soccer. In Proceedings of the 13th International Conference on Auditory Display (ICAD 2007) (pp. 526-529). Montreal, Canada. http://hdl.handle.net/1853/50045

Supper, Alexandra (2014). Sublime frequencies: The construction of sublime listening experiences in the sonification of scientific data. Social Studies of Science, 44 (1), 34-58. https://doi.org/10.1177/0306312713496875 PMid:28078968

Supper, Alexandra (2015). Sound information: Sonification in the age of complex data and digital audio. Information & Culture, 50 (4), 441-464. https://doi.org/10.7560/IC50401

Targett, Sue y Fernstrom, Mikael (2003, July 6-9). Audio games: Fun for all? All for fun? In Proceedings of the 2003 International Conference on Auditory Display (ICAD 2003) (pp. 216-219). Boston, MA. http://hdl.handle.net/1853/50444

Tomlinson, Brianna; Kaini, Prakriti; Harden, E. Lynn; Walker, Bruce N. y Moore, Emily B. (2019). Design and evaluation of a multi- modal physics simulation. Journal on Technology and Persons with Disabilities, 7, 88-102.

Tomlinson, Brianna J.; Winters, R. Michael; Latina, Christopher; Bhat, Smruthi; Rane, Milap y Walker, Bruce N. (2017, June 20-23). Solar System Sonification: Exploring Earth and its Neighbors Through Sound. In Proceedings of the International Conference on Auditory Display (ICAD 2017) (pp. 128-134). State College, PA, USA. https://doi.org/10.21785/icad2017.027

Turnbull, William W. (1944). Pitch discrimination as a function of tonal duration. Journal of Experimental Psychology, 34, 302-316. https://doi.org/10.1037/h0063434

Walker, Bruce N. (2002). Magnitude estimation of conceptual data dimensions for use in sonification. Journal of Experimental Psychology: Applied, 8, 211-221. https://doi.org/10.1037//1076-898X.8.4.211 PMid:12570096

Walker, Bruce N. (2007). Consistency of magnitude estimations with conceptual data dimensions used for sonification. Applied Cognitive Psychology, 21, 579-599. https://doi.org/10.1002/acp.1291

Walker, Bruce N. (2021). Sonification. In Charles LaPierre (Ed.), DIAGRAM Reports 2017-2020 (pp. 554-582). Palo Alto, CA: Benetech. https://www.bookshare.org/browse/book/3800695/DIAGRAM%20Reports%202017%20-%202020

Walker, Bruce N. y Kramer, Gregory (1996). Mappings and metaphors in auditory displays: An experimental assessment. In S. Frysinger & G, Kramer (Eds.), Proceedings of the Third International Conference on Auditory Display, ICAD '96 (71-74). ICAD, Palo Alto, California.

Walker, Bruce N. y Kramer, Gregory (2004). Ecological psychoacoustics and auditory displays: Hearing, grouping, and meaning making. In J. Neuhoff (Ed.), Ecological psychoacoustics (pp. 150-175). New York: Academic Press. https://doi.org/10.1163/9780080477442_009

Walker, Bruce N. y Kramer, Gregory (2006). Sonification. In W. Karwowski (Ed.), International Encyclopedia of Ergonomics and Human Factors (2nd ed.) (pp. 1254-1256). New York: CRC Press. https://www.taylorfrancis.com/chapters/edit/10.1201/9780849375477-272/sonification

Walker, Bruce N. y Lane, David M. (2001, July 29-August 1). Psychophysical scaling of sonification mappings: A comparison of visually impaired and sighted listeners. In Proceedings of the 7th International Conference on Auditory Display (ICAD 2001) (pp. 90-94). Espoo, Finland. http://hdl.handle.net/1853/50630

Walker, Bruce N. y Nees, Michael A. (2005, July 6-9). An agenda for research and development of multimodal graphs. In Proceedings of the 11thInternational Conference on Auditory Display (ICAD 2005) (pp. 428-432). Limerick, Ireland. http://hdl.handle.net/1853/50098

Walker, Bruce N. y Nees, Michael A. (2011). Theory of Sonification. In T. Hermann, A. Hunt, & J. Neuhoff (Eds.). The Sonification Handbook (pp. 9-39). Berlin, Germany: Logos Publishing House. http://sonification.de/handbook/download/TheSonificationHandbook-chapter2.pdf

Walker, Bruce N. y Wilson, Jeff (2021, March 23-24). SWAN 2.0: Research and Development on a New System for Wearable Audio Navigation. In Proceedings of the WirelessRERC State of the Technology Forum 2021. Virtual conference. http://www.wirelessrerc.gatech.edu/sites/default/files/publications/walker_swan2-wirelessrerc-sot2021-proceedings-v16-withalttext.pdf

Walker, Bruce N.; Godfrey, Mark T.; Orlosky, Jason E.; Bruce, Carrie y Sanford, Jon (2006, June 20-23). Aquarium sonification: Soundscapes for accessible dynamic informal learning environments. Proceedings of the 12thInternational Conference on Auditory Display (ICAD 2006) (pp. 238-241). London, UK. http://hdl.handle.net/1853/50426

Walker, Bruce N.; Kim, Jonathan y Pendse, Anandi (2007). Musical soundscapes for an accessible aquarium: Bringing dynamic exhibits to the visually impaired. In Proceedings of the International Computer Music Conference (ICMC 2007) (pp. 268-275). Copenhagen, Denmark. http://hdl.handle.net/2027/spo.bbp2372.2007.164

Walker, Bruce N.; Nance, Amanda y Lindsay, Jeffrey (2006, June 20-23). Spearcons: Speech-based earcons improve navigation performance in auditory menus. In Proceedings of the 12thInternational Conference on Auditory Display (ICAD 2006) (pp. 63-68). London, UK. http://hdl.handle.net/1853/50642

Watson, Charles S. y Kidd, Gary R. (1994, November 7-9). Factors in the design of effective auditory displays. In Proceedings of the 2nd International Conference on Auditory Display (ICAD 1994) (pp. 293-303). Sante Fe, NM. http://hdl.handle.net/1853/50864

Wickens, Christopher D. y Liu, Yili (1988). Codes and modalities in multiple resources: A success and a qualification. Human Factors, 30 (5), 599-616. https://doi.org/10.1177/001872088803000505 PMid:3220489

Wickens, Christopher D.; Gordon, Sallie E. y Liu, Yili (1998). An introduction to human factors engineering. New York: Longman.

Wilson, Jeff; Walker, Bruce N.; Lindsay, Jeffrey; Cambias, Craig y Dellaert, Frank (2007). SWAN: System for wearable audio navigation. Proceedings of the 11th International Symposium on Wearable Computers (ISWC 2007) (pp. 91-98). Boston, MA. https://doi.org/10.1109/ISWC.2007.4373786

Winberg, Fredrik y Hellstrom, Sten Olof (2001, July 29-August 1). Qualitative aspects of auditory direct manipulation: A case study of the Towers of Hanoi. Proceedings of the 7thInternational Conference on Auditory Display (ICAD 2001) (pp. 16-20). Espoo, Finland. http://hdl.handle.net/1853/50633

Winberg, Fredrik y Hellstrom, Sten Olof (2003, November 10-11). Designing accessible auditory drag and drop. Proceedings of the 2003 Conference on Universal Usability (CUU 2003). Vancouver, Canada. https://cid.nada.kth.se/pdf/CID-242.pdf https://doi.org/10.1145/957233.957235

Worrall, David (2018). Sonification: A prehistory. In Proceedings of the 24thInternational Conference on Auditory Display (ICAD 2018) (pp. 177-182). Michigan, USA. https://doi.org/10.21785/icad2018.019

Worrall, David; Bylstra, Michael; Barrass, Stephen y Dean, Roger (2007, June 26-29). SoniPy: The design of an extendable software framework for sonification research and auditory display. In Proceedings of the 13thInternational Conference on Auditory Display (ICAD 2007). Montreal, Canada.

Yalla, Pavani y Walker, Bruce N. (2007). Advanced Auditory Menus. Georgia Institute of Technology GVU Center Technical Report # GIT-GVU-07-12. October. http://hdl.handle.net/1853/26170