Production effect: Audio features for recording techniques description and decade prediction

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper we address the problem of the description of music production techniques from the audio signal. Over the past decades sound engineering techniques have changed drastically. New recording technologies, extensive use of compressors and limiters or new stereo techniques have deeply modified the sound of records. We propose three features to describe these evolutions in music production. They are based on the dynamic range of the signal, energy difference between channels and phase spread between channels. We measure the relevance of these features on a task of automatic classification of Pop/Rock songs into decades. In the context of Music Information Retrieval this kind of description could be very useful to better describe the content of a song or to assess the similarity between songs.

Original languageEnglish
Title of host publicationProceedings of the 14th International Conference on Digital Audio Effects, DAFx 2011
Pages441-446
Number of pages6
Publication statusPublished - 1 Jan 2011
Externally publishedYes
Event14th International Conference on Digital Audio Effects, DAFx 2011 - Paris, France
Duration: 19 Sept 201123 Sept 2011

Publication series

NameProceedings of the International Conference on Digital Audio Effects, DAFx
ISSN (Print)2413-6700
ISSN (Electronic)2413-6689

Conference

Conference14th International Conference on Digital Audio Effects, DAFx 2011
Country/TerritoryFrance
CityParis
Period19/09/1123/09/11

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