code/run_all_extractions.sh

#!/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)"