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Presentation of data as sound
Data sonification is the presentation of data as sound using sonification. It is the auditory equivalent of the more established practice of data visualization
Data_sonification
Use of non-speech audio to convey information
Sonification is the use of non-speech audio to convey information or perceptualize data. Auditory perception has advantages in temporal, spatial, amplitude
Sonification
Instrument used for measuring ionizing radiation
incident radiation. The Geiger counter is one of the first examples of data sonification. A Geiger counter consists of a Geiger–Müller tube (the sensing element
Geiger_counter
music Reggae Sound collage Video game music Adaptive music Tools Bass Data sonification Digital audio workstation Drum break List Electronic musical instrument
List of electronic music genres
List_of_electronic_music_genres
American composer, researcher, inventor, meditation teacher and author
the founding figure of the intensely cross-disciplinary field of data sonification. Since 1980, Kramer teaches Buddhist meditation. He is credited as
Gregory_Kramer
study:1a] η(154m) - [2013-2016] - [sound analysis: computerized transcription of data, investigating corrosion in a 154 meter galvanized pipe] - computer assisted
Dimitri_Voudouris
British musician and academic
as a leading figure in data sonification and, in 2025, published his book Hidden Music: The Composer’s Guide to Sonification with the Cambridge University
Milton_Mermikides
storm and climate through sound. She began collaborating on sound and data sonification projects in 1999, and partnering with organizations such as NASA’s
Andrea_Polli
Four NASA robots studying Earth's magnetosphere (2015-present)
outreach is a key aspect of the mission, with student activities, data sonification, and planetarium shows being developed. The mission was selected for
Magnetospheric Multiscale Mission
Magnetospheric_Multiscale_Mission
Australian composer and sound artist (born 1954)
Australian composer and sound artist working a range of genres, including data sonification, sound sculpture and immersive polymedia (a term he coined in 1986)
David_Worrall_(composer)
Italian composer (born 1960)
financial data Nasdaq Match 0.1 Concerto Grosso for flute, clarinet, percussion and real-time financial data Nasdaq Voices a real time sonification of financial
Fabio_Cifariello_Ciardi
social practice. His subsequent projects have focused on sound and data sonification in relation to nature and technology. His work has appeared in numerous
Brian_House
synthesis, hardware control, acoustic research, algorithmic composition, data sonification, live-performance multi-effects processing 1986 2018-9-03 v7.23 Non-free
Comparison of audio synthesis environments
Comparison_of_audio_synthesis_environments
German composer, musician, and producer (born 1968)
Shepard tones and ring modulations, deepening his compositions through data sonification and otoacoustic emissions. In 1991, after spending a year in London
Marcus_Schmickler
Study of sound as channel of information
conveyed information. Sonification does not necessarily need to represent huge amounts of data in sound, but may only convey one or few data values in a sound
Sonic_interaction_design
Distortion of digital media
contains a subcategory called sonification, in which data other than audio is introduced simultaneously with musical audio data. The last technique is the
Databending
Protein domain
with protein folding transition state passage time as revealed by data sonification". Proceedings of the National Academy of Sciences of the United States
WW_domain
Signal analyser
Christoph Henkelmann. "Improving the Aesthetic Quality of Realtime Motion Data Sonification". CiteSeerX 10.1.1.67.3546. "Analizador de un espectro musical" (PDF)
Baudline
Scientific study of sound perception
harm, or kill. Psychoacoustics are also leveraged in sonification to make multiple independent data dimensions audible and easily interpretable. This enables
Psychoacoustics
Swiss artist and scientist (born 1971)
Universität Berlin, Maeder is working on acoustic ecology, ecoacoustics and data sonification of processes and phenomena related to climate change and environmental
Marcus_Maeder
Interdisciplinary branch of science concerned with presenting scientific data visually
portal General Data Presentation Architecture Data visualization Mathematical visualization Molecular graphics Skin friction line Sonification Tensor glyph
Scientific_visualization
American astrophysicist
Wanda Díaz-Merced is a Puerto Rican astronomer known for using sonification to turn large data sets into audible sound. Formerly at the European Gravitational
Wanda_Díaz-Merced
Technique for representing data as sound
it and construct more data from it. The idea of audification was introduced in 1992 by Greg Kramer, initially as a sonification technique. This was the
Audification
American chamber jazz group
ÂR00168 Cabin Songs Jeremy Bass ÂR00169 The Volcano Listening Project: data sonifications Leif Karlstrom ÂR00170 ContraPunctus ContraPunctus ÂR00171 Shatter
9_Horses
Record label
others. Data Garden has received grants from The Pew Center for Arts & Heritage. In 2014, Data Garden launched the MIDI Sprout, a bio-sonification device
Data_Garden
Research institute of the University of Southern California
applications. Amended in 2022 to build a prototype application showcasing the use of Data Sonification as an alternative to visual inputs for a dismounted user.
Institute for Creative Technologies
Institute_for_Creative_Technologies
Canadian sound artist (born 1983)
this case, ways of thinking and experiencing the world." His first data sonification work to receive international press attention was 2014's One Year
Rory_Viner
Branch of physics involving mechanical waves
pollution Phonon Picosecond ultrasonics Rayleigh wave Shock wave Seismology Sonification Sonochemistry Soundproofing Soundscape Sonic boom Sonoluminescence Surface
Acoustics
Input device that produces MIDI data
Beilharz, Kirsty. "Wireless gesture controllers to affect information sonification". CiteSeerX 10.1.1.84.8862. {{cite journal}}: Cite journal requires |journal=
MIDI_controller
American artist
collaborations with scientists. Starting with Sonification/Listening Up in 2005 her work explores the reuse of scientific data, to connect scientific practice with
Carrie_Bodle
Use of sound to communicate information from a computer to the user
directly to sound pressure levels Sonification: the use of non-speech audio to convey information or perceptualize data Earcons / auditory icons: brief
Auditory_display
Italian astrophysicist, musician
her CD Music from the Galaxies. The goal of her audiofication/sonification of celestial data is to investigate how sound could reflect chemical, dynamical
Fiorella_Terenzi
Japanese mathematician
Tahoe Sonification Project in 2014. "Naoki Saito". Mathematics Genealogy Project. Retrieved 12 April 2022. "New $1.5M Institute Will Harness the Data Revolution"
Naoki_Saito_(mathematician)
American materials scientist and engineer
of experimental, classical and electronic music, with an interest in sonification. He has given several TED talks about his work. Between 2013 and 2020
Markus_J._Buehler
10 µm carved guitar
frequencies generated by nano-objects is called sonification. Such objects can represent numerical data and provide support for information processing
Nano_guitar
Magnetic field around the Jovian system
existence Callisto's footprint on Jupiter's auroras after intensively analyzing data that Juno obtained back in September 2019. The reading happened during a
Magnetosphere_of_Jupiter
Type of wave
material's bulk modulus. In May 2022, NASA reported the sonification (converting astronomical data associated with pressure waves into sound) of the black
Longitudinal_wave
Galaxy cluster in the constellation Perseus
density of the plasma. In May 2022, NASA reported the sonification (converting astronomical data associated with pressure waves into sound) of the black
Perseus_Cluster
Phenomenon in cognitive neuroscience
project, presented in 2015, proposes a new versatile mobile device and a sonification method specifically designed to the pedestrian locomotion of the visually
Sensory_substitution
English sound artist and environmental designer
instruments. Mileece calls her sound art, aesthetic sonification, which is a way of relaying sound data into a representative mode that can be understood
Mileece
Waves or particles moving through space
variations in the voice. Musicians have also experimented with gamma rays sonification, or using nuclear radiation, to produce sound and music. Researchers
Radiation
Measure of the reflection coefficient of a sonar target
a fish also depends on the orientation of the fish at the moment of sonification, which in turn changes the scattering cross-section of the fish and any
Target_strength
Red dwarf star in the constellation Aquarius
Retrieved 31 July 2022. Riber, Adrián García (June 2018). PLANETHESIZER: SONIFICATION CONCERT (PDF). The 24th International Conference on Auditory Display
TRAPPIST-1
Connection between brain and computer
"Alvin Lucier's music for solo performer: experimental music beyond sonification". Organised Sound. 19 (1): 17–29. doi:10.1017/S135577181300037X. S2CID 62506825
Brain–computer_interface
Study of pollen and other acid-resistant microoscopic organic material
accomplished through surface treatment or ultra-sonic treatment, although sonification may cause the pollen exine to rupture. In 1924, the use of hydrofluoric
Palynology
Real-time visualization and sonification of Wikipedia activity
Real-time visualization and sonification of Wikipedia activity
Listen_to_Wikipedia
Flight instrument which determines the aircraft's vertical velocity
whose pitch and rhythm depends on the instrument reading, an example of sonification. Typically the audio tone increases in frequency as the variometer shows
Variometer
American computer scientist
recently, sensory substitution mechanisms such as haptic technology and sonification to improve the accessibility of visualizations for users with visual
Niklas_Elmqvist
Real-time interaction for musicians over a computer network
multi-channel audio streaming, physical models and virtual acoustics, the sonification of network performance, psychoacoustics, and networked music performance
Networked_music_performance
British-German creative technologist and producer
and ecologist Timothy Morton. The A and B side both feature the first sonification ever created of an 8 billion year old Fast Radio Burst, which he made
Andrew_Melchior
PMID 2852906. Dunn, John; Clark, Mary Anne (1999). "Life Music: The Sonification of Proteins". Leonardo. 32 (1): 25–32. doi:10.1162/002409499552966. JSTOR 1576622
Protein_music
British jazz trumpeter and composer
Informal. "Informal". Informal. Retrieved 27 April 2011. "FLOODTIDE a sonification of the tide", John Eacott, 3 November 2008 Informal. "Flood Tide". Informal
John_Eacott
American jazz drummer and percussionist (1941–2021)
motion of yara can be applied with sticks in hand to a cymbal, creating a sonification of the martial arts form itself." Graves explained: "When I would spar
Milford_Graves
Communications research field
that require monitoring of some type of information. Sonification is used as a method for data display in a wide range of application domains where auditory
Sound_and_music_computing
Historic ruin in New York, US
flowers that have grown throughout the abandoned building. Using bio-sonification, a system that translates the internal frequencies of plants into musical
City Club (Newburgh, New York)
City_Club_(Newburgh,_New_York)
Singaporean artist, poet, musician
berimbau used by the Brazilian aborigines. In 2006, Lin has realised the sonification of nature, including a rainforest, waterfalls and wind by an interactive
Lin_Hsin_Hsin
Marine protected area in the Atlantic
Marine Protected Area, video abstract of de Mora et al. 2024 Youtube: Sonification of marine heatwaves in the Ascension Island Marine Protected Area Thomas
Ascension Island Marine Protected Area
Ascension_Island_Marine_Protected_Area
American composer and artist
postmodern style, as in the string quartet Hard Data, a six-movement sonification that, while its musical structure is based on the casualty stream of
R._Luke_DuBois
2012 studio album by Mickey Hart Band
Greenberg Musicology consultant – Fredric Lieberman Data sets – Keith Jackson, Perrin Meyer Sonification – Mark Ballora Cover art – Mark Henson Graphic design
Mysterium_Tremendum
English sound designer
right: interactive password strength sonification; Lenzi, S., Terenghi, G., Moreno, A. (2020), A design-driven sonification process for supporting expert users
Neil_Hillman
residues from dental calculus, with another example being the use of sonification as described above. There are several structures that are observed when
Starch_analysis
American composer
draws on techniques of sonification, acoustic ecology and soundscape composition (Truax, Westerkamp, Keller and others). The data from nature may be audio
Matthew_Burtner
Canadian artist, teacher, and writer (born 1951)
WinWin, 2012 2018 Push/Pull: an excitable sculpture, live demo with EEG sonification at LIVELab, McMaster University /Hamilton, ON 2012 WinWin, Paul Petro
Nell_Tenhaaf
the course of weeks to months. 4 May NASA reports the sonification (converting astronomical data associated with pressure waves into sound) of the black
2022_in_science
of Alpine cable bars as immersive sound installation 2023 Tonträger, sonification of a pylon of the cable car Espel-Stöfeli-Chäserrugg Toggenburg (May
Michel_Roth_(composer)
British composer and filmmaker
ISSN 1059-1028. Retrieved 19 December 2022. "Data analysis of David Bowie's career turned into musical 'sonifications'". Wired. 19 April 2013. Whipple, Tom (February
Alexis_Kirke
DATA SONIFICATION
DATA SONIFICATION
Male
Turkish
Turkish name ATA means "ancestor."
Female
Finnish
 Short form of Finnish Katariina, KATA means "pure." Compare with other forms of Kata.
Female
Polish
Short form of Polish Edyta, DYTA means "rich battle."
Female
Hungarian
 Short form of Hungarian Katalin, KATA means "pure." Compare with other forms of Kata.
Female
Hindi/Indian
(लता) Hindi name derived from a plant name, from the Sanskrit word lata, LATA means "creeper," in reference to a creeping plant.
Girl/Female
Hindu
A creeper
Male
Irish
Irish Gaelic name MAC DARA means "son of oak." This is the name of a patron saint and is still common in Ireland, especially in Connemara.
Female
Hebrew
(דִּיתָה) Pet form of Hebrew Yehuwdiyth, DITA means "Jewess" or "praised." Compare with another form of Dita.
Female
Russian
 Short form of Russian Yekaterina, KATA means "pure." Compare with other forms of Kata.
Female
Polish
 Variant spelling of Polish Dyta, DITA means "rich battle." Compare with another form of Dita.
Female
Finnish
Variant form of Finnish Aada, AATA means "noble."
Female
Hebrew
(×“Ö¼Ö¸× Ö¸×”) Feminine form of Hebrew Dan, DANA means "judge." Compare with other forms of Dana.
Male
Irish
 From Irish Gaelic Mac Dara, DARA means "son of oak." Compare with other forms of Dara.
Female
English
 English surname transferred to unisex forename use, possibly DANA means "from Denmark." Compare with other forms of Dana.
Male
English
English surname transferred to unisex forename use, possibly DANA means "from Denmark."
Male
Hebrew
(דֶּרַע) Hebrew name DARA means "the arm." In the bible, this is the name of a son of Zerah. Compare with other forms of Dara.
Male
Hebrew
Variant spelling of Hebrew Dathan, DATAN means "belonging to a fountain."
Male
Iranian/Persian
 Short form of Persian Dârayavahush, DARA means "possesses a lot, wealthy." Compare with other forms of Dara.
Female
Slavic
 Short form of Slavic Bogdana, DANA means "gift from God." Compare with other forms of Dana.
Female
English
 Middle English name DARA means "brave, daring." Compare with another form of Dara.
DATA SONIFICATION
DATA SONIFICATION
Boy/Male
Sikh
Dawn, Daybreak
Girl/Female
Greek American Italian Spanish
Reap; from Therasia.
Boy/Male
Hindu, Indian
Energetic
Girl/Female
Biblical
Nourished by Jupiter.
Boy/Male
Hindu
The Sun
Girl/Female
Bengali, Gujarati, Hindu, Indian, Jain, Kannada, Malayalam, Marathi, Tamil, Telugu
Wisdom; Intelligence; Other Name of Goddess Saraswati
Surname or Lastname
English
English : unexplained.
Boy/Male
Indian, Malayalam, Modern
Heart of God
Boy/Male
French
Wreath; prize.
Girl/Female
Hindu, Indian
Love
DATA SONIFICATION
DATA SONIFICATION
DATA SONIFICATION
DATA SONIFICATION
DATA SONIFICATION
n.
Death; decease; the date of one's death.
v. t.
To date erroneously.
a.
Without date; having no fixed time.
imp. & p. p.
of Date
pl.
of Datum
v. t.
To note the time of writing or executing; to express in an instrument the time of its execution; as, to date a letter, a bond, a deed, or a charter.
n.
The fruit of the date palm; also, the date palm itself.
v. i.
To have beginning; to begin; to be dated or reckoned; -- with from.
a.
Being out of date; antiquated.
n.
That addition to a writing, inscription, coin, etc., which specifies the time (as day, month, and year) when the writing or inscription was given, or executed, or made; as, the date of a letter, of a will, of a deed, of a coin. etc.
n. pl.
See Datum.
a.
Erroneous in date; containing an anachronism.
v. t.
To note or fix the time of, as of an event; to give the date of; as, to date the building of the pyramids.
n.
Prior date; a date antecedent to another which is the actual date.
n.
Given or assigned length of life; dyration.
p. pr. & vb. n.
of Date
n.
A New Zealand forest tree (Metrosideros robusta), also, its hard dark red wood, used by the Maoris for paddles and war clubs.
n.
The point of time at which a transaction or event takes place, or is appointed to take place; a given point of time; epoch; as, the date of a battle.
n.
Assigned end; conclusion.