Mark Santolucito, K. Rogers, Aedan Lombardo, R. Piskac
{"title":"Programming-by-example for audio: synthesizing digital signal processing programs","authors":"Mark Santolucito, K. Rogers, Aedan Lombardo, R. Piskac","doi":"10.1145/3242903.3242906","DOIUrl":null,"url":null,"abstract":"Programming by example allows users to create programs without coding, by simply specifying input and output pairs. We introduce the problem of digital signal processing programming by example (DSP-PBE), where users specify input and output wave files, and a tool automatically synthesizes a program that transforms the input to the output. This program can then be applied to new wave files, giving users a new way to interact with music and program code. We formally define the problem of DSP-PBE, and provide a first implementation of a solution that can handle synthesis over commutative filters.","PeriodicalId":199077,"journal":{"name":"Proceedings of the 6th ACM SIGPLAN International Workshop on Functional Art, Music, Modeling, and Design","volume":"32 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 6th ACM SIGPLAN International Workshop on Functional Art, Music, Modeling, and Design","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3242903.3242906","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Programming by example allows users to create programs without coding, by simply specifying input and output pairs. We introduce the problem of digital signal processing programming by example (DSP-PBE), where users specify input and output wave files, and a tool automatically synthesizes a program that transforms the input to the output. This program can then be applied to new wave files, giving users a new way to interact with music and program code. We formally define the problem of DSP-PBE, and provide a first implementation of a solution that can handle synthesis over commutative filters.
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