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6351b36 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | #!/usr/bin/env bash
# VIPBench end-to-end reproduction.
#
# Default: skip extraction (use the embeddings shipped in data/embeddings/) and
# execute the analysis notebook end-to-end. ~10 minutes on a single laptop.
#
# To re-extract embeddings from raw audio (~24 CPU-hours plus ~1 GPU-hour for
# Whisper), pass `--extract` as the first argument.
#
# Usage:
# bash reproduce.sh # analysis only, uses shipped embeddings
# bash reproduce.sh --extract # re-extract everything from audio first
# VIPBENCH_ROOT=/path/to/release bash reproduce.sh # explicit root override
set -euo pipefail
cd "$(dirname "$0")"
export VIPBENCH_ROOT="${VIPBENCH_ROOT:-$(pwd)/..}"
echo "VIPBENCH_ROOT=${VIPBENCH_ROOT}"
if [[ "${1:-}" == "--extract" ]]; then
echo "[1/2] Re-extracting embeddings (this will take many hours)..."
bash run_all_extractions.sh
else
echo "[1/2] Skipping extraction. Using embeddings in data/embeddings/."
echo " Pass --extract to re-extract from audio."
fi
echo "[2/2] Executing analysis notebook..."
jupyter nbconvert --to notebook --execute benchmark_analysis.ipynb \
--output benchmark_analysis_executed.ipynb \
--ExecutePreprocessor.timeout=1800
echo "Done. See code/benchmark_analysis_executed.ipynb for the rendered output."
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