graph TD A[Start: 10 MP3s + Beat Data] --> B[Silo 1: Format Conversion] B --> C[Convert MP3s to WAV #178] C --> D[10 WAV Files] D --> E[Silo 2: Audio Chopping] E --> F[Calculate Duration from BPM] F --> G[Extract 16 Beat Segment #219] G --> H[10 Chopped WAV Files] H --> I[Silo 3: Packaging] I --> J[Standardize File Names] J --> K[Create ZIP Structure] K --> L[Package Files] L --> M[Final ZIP Output] subgraph Input Processing A end subgraph Format Conversion B C D end subgraph Audio Chopping E F G H end subgraph ZIP Creation I J K L M end