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ba5f085 | 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 | #!/bin/bash
# ==== Configuration ====
ROOT="/TalkVid"
cd "$ROOT"
TEST_DATASET="TalkVid-bench"
TRAINING_DATASET="TalkVid-Core"
DATA_PREFIX="$ROOT/evaluation/testset"
STEPS=50000
INPUT_IMG_DIR="$DATA_PREFIX/$TEST_DATASET/data/imgs"
INPUT_AUDIO_DIR="$DATA_PREFIX/$TEST_DATASET/data/audios"
INPUT_VKPS_DIR="$DATA_PREFIX/$TEST_DATASET/data/vkps"
OUTPUT_DIR="$DATA_PREFIX/$TEST_DATASET/trainset/$TRAINING_DATASET/videos"
MODEL_DIR="$ROOT/exp/$TRAINING_DATASET"
MODEL_ROOT="$ROOT/model_ckpts/insightface_models"
mkdir -p "$OUTPUT_DIR"
# ==== Model checkpoint paths ====
denoising_unet_path="$MODEL_DIR/stage_3/denoising_unet-$STEPS.pth"
reference_net_path="$MODEL_DIR/stage_3/reference_net-$STEPS.pth"
v_kps_guider_path="$MODEL_DIR/stage_3/v_kps_guider-$STEPS.pth"
audio_projection_path="$MODEL_DIR/stage_3/audio_projection-$STEPS.pth"
motion_module_path="$MODEL_DIR/stage_3/motion_module-$STEPS.pth"
# ==== Single sample path ====
reference_image_path="./test_samples/short_case/tys/ref.jpg"
audio_path="./test_samples/short_case/tys/aud.mp3"
vkps_path="./test_samples/short_case/tys/kps.pth"
base_name=$(basename "$reference_image_path" .jpg)
output_path="$OUTPUT_DIR/${base_name}.mp4"
# ==== Run inference ====
python inference.py \
--reference_image_path "$reference_image_path" \
--audio_path "$audio_path" \
--kps_path "$vkps_path" \
--output_path "$output_path" \
--denoising_unet_path "$denoising_unet_path" \
--reference_net_path "$reference_net_path" \
--v_kps_guider_path "$v_kps_guider_path" \
--audio_projection_path "$audio_projection_path" \
--motion_module_path "$motion_module_path" \
--retarget_strategy "naive_retarget" \
--num_inference_steps 25 \
--guidance_scale 3.5 \
--audio_attention_weight 2.0 \
--context_frames 24 \
--test_stage "stage_3"
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