graph TD
A[Audio Stem URLs] --> C{Silo 1: Sample Extraction}
B[Tempo and Beat Information] --> C
C --> D{Extract 16-beat section}
D --> E{Extract 1, 2, 4, 8-beat samples}
E --> F[Extracted Sample URLs]
F --> G{Silo 2: Sample Filtering and Renaming}
G --> H{Filter samples by average amplitude}
H --> I{Rename selected samples}
I --> J[Final Selected and Renamed Sample URLs]