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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 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 | #!/bin/bash
# Run all embedding extraction scripts sequentially.
# Each script saves <model>.npz to <VIPBENCH_ROOT>/data/embeddings/.
# Scripts that fail (e.g., missing packages) are skipped gracefully.
set -o pipefail
cd "$(dirname "$0")"
export VIPBENCH_ROOT="${VIPBENCH_ROOT:-$(pwd)/..}"
echo "VIPBENCH_ROOT=${VIPBENCH_ROOT}"
mkdir -p "${VIPBENCH_ROOT}/data/embeddings"
echo "============================================================"
echo "Embedding Extraction Pipeline"
echo "============================================================"
echo ""
# Run each extractor, ordered from lightest to heaviest install
SCRIPTS=(
extract_rawnet3_embeddings.py
extract_whisper.py
extract_resemblyzer.py
extract_ecapa_tdnn.py
extract_xvector.py
extract_wav2vec2.py
extract_hubert.py
extract_wavlm.py
extract_xlsr.py
extract_titanet.py
)
SUCCEEDED=0
FAILED=0
for script in "${SCRIPTS[@]}"; do
echo "============================================================"
echo "Running: $script"
echo "============================================================"
if python3 "$script" 2>&1; then
echo " -> SUCCESS"
SUCCEEDED=$((SUCCEEDED + 1))
else
echo " -> FAILED (continuing...)"
FAILED=$((FAILED + 1))
fi
echo ""
done
echo "============================================================"
echo "Pipeline Complete"
echo " Succeeded: $SUCCEEDED"
echo " Failed: $FAILED"
echo "============================================================"
echo ""
echo "Available embeddings:"
ls -lh "${VIPBENCH_ROOT}/data/embeddings/"*.npz 2>/dev/null || echo " (none found)"
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