{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,29]],"date-time":"2025-12-29T19:07:40Z","timestamp":1767035260996,"version":"3.37.3"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2021,1,7]],"date-time":"2021-01-07T00:00:00Z","timestamp":1609977600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2021,1,7]],"date-time":"2021-01-07T00:00:00Z","timestamp":1609977600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2021,3]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>This paper explores the behavior of an algorithm called <jats:italic>Audio Dynamics Automatic Equalization<\/jats:italic> (ADAE). This algorithm has been inspired by research carried out in the context of image restoration: it is the adaptation of a contrast and color unsupervised equalizer for images, called <jats:italic>Automatic Color Equalization<\/jats:italic> (ACE), into the audio domain. Beside testing if the domain shift from image to audio processing can bring some interesting result, this work also investigates if ADAE behaves like already-known technologies for audio manipulation and restoration. To this end, after a description of the original and the derived algorithms, quantitative test are carried out using typical analyses from the Sound and Music Computing literature, such as frequency response, transfer function, and harmonic distortion. Finally, the paper discusses how the algorithm introduces dynamic range adjustments and non-linear distortions, thus behaving like a dynamics processor, a harmonic exciter, and a waveshaper.<\/jats:p>","DOI":"10.1007\/s11042-020-10197-w","type":"journal-article","created":{"date-parts":[[2021,1,7]],"date-time":"2021-01-07T13:04:53Z","timestamp":1610024693000},"page":"11903-11915","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Audio dynamics automatic equalization inspired by visual perception"],"prefix":"10.1007","volume":"80","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8251-2231","authenticated-orcid":false,"given":"Luca A.","family":"Ludovico","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7643-9915","authenticated-orcid":false,"given":"Giorgio","family":"Presti","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6240-4383","authenticated-orcid":false,"given":"Alessandro","family":"Rizzi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,1,7]]},"reference":[{"issue":"12","key":"10197_CR1","doi-asserted-by":"publisher","first-page":"1688","DOI":"10.1109\/PROC.1971.8525","volume":"59","author":"E Bedrosian","year":"1971","unstructured":"Bedrosian E, Rice SO (1971) The output properties of Volterra systems (nonlinear systems with memory) driven by harmonic and Gaussian inputs. Proc IEEE 59(12):1688\u20131707","journal-title":"Proc IEEE"},{"issue":"4","key":"10197_CR2","doi-asserted-by":"publisher","first-page":"1058","DOI":"10.1109\/TIP.2007.891777","volume":"16","author":"M Bertalm\u00edo","year":"2007","unstructured":"Bertalm\u00edo M, Caselles V, Provenzi E, Rizzi A (2007) Perceptual color correction through variational techniques. IEEE Trans Image Process 16 (4):1058\u20131072","journal-title":"IEEE Trans Image Process"},{"issue":"2","key":"10197_CR3","doi-asserted-by":"publisher","first-page":"270","DOI":"10.1007\/BF00248548","volume":"67","author":"O Creutzfeldt","year":"1987","unstructured":"Creutzfeldt O, Lange-Malecki B, Wortmann K (1987) Darkness induction, retinex and cooperative mechanisms in vision. Exp Brain Res 67(2):270\u2013283","journal-title":"Exp Brain Res"},{"issue":"9","key":"10197_CR4","doi-asserted-by":"publisher","first-page":"1644","DOI":"10.1364\/JOSAA.7.001644","volume":"7","author":"O Creutzfeldt","year":"1990","unstructured":"Creutzfeldt O, Lange-Malecki B, Dreyer E (1990) Chromatic induction and brightness contrast: a relativistic color model. JOSA A 7(9):1644\u20131653","journal-title":"JOSA A"},{"key":"10197_CR5","unstructured":"Farina A (2000) Simultaneous measurement of impulse response and distortion with a swept-sine technique. In: Audio engineering society convention, p 108. http:\/\/www.aes.org\/e-lib\/browse.cfm?elib=10211"},{"issue":"6","key":"10197_CR6","first-page":"399","volume":"60","author":"D Giannoulis","year":"2012","unstructured":"Giannoulis D, Massberg M, Reiss JD (2012) Digital dynamic range compressor design \u2013 a tutorial and analysis. J Audio Eng Soc 60(6):399\u2013408","journal-title":"J Audio Eng Soc"},{"issue":"1","key":"10197_CR7","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1016\/0042-6989(64)90037-9","volume":"4","author":"D Jameson","year":"1964","unstructured":"Jameson D, Hurvich L M (1964) Theory of brightness and color contrast in human vision. Vis Res 4(1):135\u2013154","journal-title":"Vis Res"},{"issue":"2005","key":"10197_CR8","first-page":"1","volume":"155","author":"R Jeffs","year":"2005","unstructured":"Jeffs R, Holden S, Bohn D (2005) Dynamics processors\u2014technology & application tips. RaneNotes 155(2005):1\u201328","journal-title":"RaneNotes"},{"key":"10197_CR9","unstructured":"Katz RA (2003) Mastering audio: the art and the science. Butterworth-Heinemann"},{"issue":"6","key":"10197_CR10","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1109\/LSP.2006.871705","volume":"13","author":"AY Kibangou","year":"2006","unstructured":"Kibangou AY, Favier G (2006) Wiener-Hammerstein systems modeling using diagonal Volterra kernels coefficients. IEEE Signal Process Lett 13 (6):381\u2013384","journal-title":"IEEE Signal Process Lett"},{"key":"10197_CR11","doi-asserted-by":"crossref","unstructured":"McCann JJ, Rizzi A (2011) The art and science of HDR imaging, vol. 26. Wiley","DOI":"10.1002\/9781119951483"},{"issue":"11","key":"10197_CR12","doi-asserted-by":"publisher","first-page":"1663","DOI":"10.1016\/S0167-8655(02)00323-9","volume":"24","author":"A Rizzi","year":"2003","unstructured":"Rizzi A, Gatta C, Marini D (2003) A new algorithm for unsupervised global and local color correction. Pattern Recogn Lett 24(11):1663\u20131677","journal-title":"Pattern Recogn Lett"},{"issue":"1","key":"10197_CR13","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1117\/1.1635366","volume":"13","author":"A Rizzi","year":"2004","unstructured":"Rizzi A, Gatta C, Marini D (2004) From retinex to automatic color equalization: issues in developing a new algorithm for unsupervised color equalization. J Electron Imag 13(1):75\u201384","journal-title":"J Electron Imag"},{"key":"10197_CR14","doi-asserted-by":"publisher","unstructured":"Rizzi A, McCann JJ (2007) On the behavior of spatial models of color. In: Eschbach R, Marcu GG (eds) Color imaging XII: processing, hardcopy, and applications, vol 6493. International society for optics and photonics, SPIE, pp 11\u201324, DOI https:\/\/doi.org\/10.1117\/12.708905","DOI":"10.1117\/12.708905"},{"key":"10197_CR15","unstructured":"Shekar P, Smith JO III (2013) Modeling the harmonic exciter. In: Audio engineering society convention, pp 135. Audio Engineering Society"},{"issue":"12","key":"10197_CR16","first-page":"984","volume":"60","author":"L Tronchin","year":"2013","unstructured":"Tronchin L (2013) The emulation of nonlinear time-invariant audio systems with memory by means of Volterra series. J Audio Eng Soc 60(12):984\u2013996","journal-title":"J Audio Eng Soc"},{"key":"10197_CR17","unstructured":"Tronchin L, Coli VL, Gionfalo FF (2017) Modelling nonlinearities on musical instruments by means of Volterra Series. In: Audio engineering society convention, pp 142. Audio Engineering Society"},{"key":"10197_CR18","unstructured":"Zaidi Q (1999) Color and brightness induction: from Mach bands to three-dimensional configurations. In: Gegenfurtner K, Sharpe L (eds) Color vision: from genes to perception. Cambridge University Press, New York, pp 317\u2013343"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-020-10197-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-020-10197-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-020-10197-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,16]],"date-time":"2021-04-16T05:56:53Z","timestamp":1618552613000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-020-10197-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,7]]},"references-count":18,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2021,3]]}},"alternative-id":["10197"],"URL":"https:\/\/doi.org\/10.1007\/s11042-020-10197-w","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2021,1,7]]},"assertion":[{"value":"28 December 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"9 October 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 November 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 January 2021","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}