Streamlining Media File Conversion to DDI-Lifecycle "Other Material" Using AI

Social research increasingly includes media formats like audio and video, which are often poorly documented and inaccessible. While archives handle traditional survey data well, media files are mostly limited to minimally annotated zip files due to the complexity of proper documentation. Recent advancements in AI, including the Whisper model, along with the use of Pydantic models and structured output, now allow for rapid metadata extraction, transcription, and reliable, structured summaries. This presentation demonstrates how AI can streamline the documentation and conversion of media files into the DDI-Lifecycle "Other Material" format, significantly improving accessibility and usability for researchers and data archives.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-03
DOI
https://doi.org/10.5281/zenodo.14671640
Primary Topic
Polysaccharides and Plant Cell Walls
Type
article
Field-Weighted Citation Impact
0.00
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article

Streamlining Media File Conversion to DDI-Lifecycle "Other Material" Using AI

Zenodo (CERN European Organization for Nuclear Research)
Polysaccharides and Plant Cell Walls
article

Streamlining Media File Conversion to DDI-Lifecycle "Other Material" Using AI

article en

Abstract

Social research increasingly includes media formats like audio and video, which are often poorly documented and inaccessible. While archives handle traditional survey data well, media files are mostly limited to minimally annotated zip files due to the complexity of proper documentation. Recent advancements in AI, including the Whisper model, along with the use of Pydantic models and structured output, now allow for rapid metadata extraction, transcription, and reliable, structured summaries. This presentation demonstrates how AI can streamline the documentation and conversion of media files into the DDI-Lifecycle "Other Material" format, significantly improving accessibility and usability for researchers and data archives.

Zenodo (CERN European Organization for Nuclear Research)
DKT International (US)
Openalex Percentile: Top 77%
Polysaccharides and Plant Cell Walls
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Streamlining Media File Conversion to DDI-Lifecycle "Other Material" Using AI · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS