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Autori principali: Ziemer, Tim, Linke, Simon
Natura: Preprint
Pubblicazione: 2025
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Accesso online:https://arxiv.org/abs/2601.04222
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author Ziemer, Tim
Linke, Simon
author_facet Ziemer, Tim
Linke, Simon
contents Many documentaries on early house and techno music exist. Here, protagonists from the scenes describe key elements and events that affected the evolution of the music. In the research community, there is consensus that such descriptions have to be examined critically. Yet, there have not been attempts to validate such statements on the basis of audio analyses. In this study, over 9,000 early house and techno tracks from Germany and the United States of America are analyzed using recording studio features, machine learning and inferential statistics. Three observations can be made: 1.) German and US house/techno music are distinct, 2.) US styles are much more alike, and 3.) scarcely evolved over time compared to German house/techno regarding the recording studio features. These findings are in agreement with documented statements and thus provide an audio-based perspective on why techno became a mass phenomenon in Germany but remained a fringe phenomenon in the USA. Observations like these can help the music industry estimate whether new trends will experience a breakthrough or disappear.
format Preprint
id arxiv_https___arxiv_org_abs_2601_04222
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle From Imitation to Innovation: The Divergent Paths of Techno in Germany and the USA
Ziemer, Tim
Linke, Simon
Sound
Audio and Speech Processing
00A65
H.3
Many documentaries on early house and techno music exist. Here, protagonists from the scenes describe key elements and events that affected the evolution of the music. In the research community, there is consensus that such descriptions have to be examined critically. Yet, there have not been attempts to validate such statements on the basis of audio analyses. In this study, over 9,000 early house and techno tracks from Germany and the United States of America are analyzed using recording studio features, machine learning and inferential statistics. Three observations can be made: 1.) German and US house/techno music are distinct, 2.) US styles are much more alike, and 3.) scarcely evolved over time compared to German house/techno regarding the recording studio features. These findings are in agreement with documented statements and thus provide an audio-based perspective on why techno became a mass phenomenon in Germany but remained a fringe phenomenon in the USA. Observations like these can help the music industry estimate whether new trends will experience a breakthrough or disappear.
title From Imitation to Innovation: The Divergent Paths of Techno in Germany and the USA
topic Sound
Audio and Speech Processing
00A65
H.3
url https://arxiv.org/abs/2601.04222