Echoes of Ideology: Toward an Audio Analysis Pipeline to Unveil Character Traits in Historical Nazi Propaganda Films

Fuente: arXiv
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Hauptverfasser: Ruth, Nicolas, Burghardt, Manuel
Format: Preprint
Veröffentlicht: 2026
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author Ruth, Nicolas
Burghardt, Manuel
author_facet Ruth, Nicolas
Burghardt, Manuel
contents This study investigates the use of computational audio analysis to examine ideological narratives in Nazi propaganda films. Employing a three-step pipeline, speaker diarization, audio transcription and psycholinguistic analysis, it reveals ideological patterns in characters. Despite current issues with speaker diarization, the methodology provides insights into character traits and propaganda narratives, suggesting scalable applications.
format Preprint
id arxiv_https___arxiv_org_abs_2601_08879
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Echoes of Ideology: Toward an Audio Analysis Pipeline to Unveil Character Traits in Historical Nazi Propaganda Films
Ruth, Nicolas
Burghardt, Manuel
Sound
Audio and Speech Processing
This study investigates the use of computational audio analysis to examine ideological narratives in Nazi propaganda films. Employing a three-step pipeline, speaker diarization, audio transcription and psycholinguistic analysis, it reveals ideological patterns in characters. Despite current issues with speaker diarization, the methodology provides insights into character traits and propaganda narratives, suggesting scalable applications.
title Echoes of Ideology: Toward an Audio Analysis Pipeline to Unveil Character Traits in Historical Nazi Propaganda Films
topic Sound
Audio and Speech Processing
url https://arxiv.org/abs/2601.08879