# BUILD FEATURES

PYTHONPATH=`pwd` python scripts/extract_acoustic_feature.py \
  --input1_directory './data/singing-44100/wav/holly' \
  --input2_directory './data/singing-44100/wav/mat' \
  --output1_directory './data/singing-44100/feat/holly' \
  --output2_directory './data/singing-44100/feat/mat'

# TRAIN CONVERSION NETWORK

/home/spawn/.virtualenv/yukarin/bin/python train.py \
  ./holly_2_mat_singing_conv.json \
  ./data/singing-44100/net/singing_mat_2_holly

# TEST CONVERSION NETWORK

PYTHONPATH=`pwd` /home/spawn/.virtualenv/yukarin/bin/python scripts/voice_conversion_test.py \
  --model_directory ./data/singing-44100/net/ \
  --input_wave_directory ./data/singing-44100/wav/mat/ \
  --gpu 0 \
  singing_mat_2_holly

# EXTRACT SPECTROGRAMS

mkdir -p ./data/singing-44100/net_sr/
mkdir ./data/singing-44100/spec/holly/

PYTHONPATH=`pwd` python scripts/extract_spectrogram_pair.py \
  --input_directory './data/singing-44100/wav/holly/' \
  --output_directory './data/singing-44100/spec/holly/'

# TRAIN SUPER RESOLUTION

/home/spawn/.virtualenv/yukarin/bin/python train_sr.py \
  ./holly_singing_sr.json \
  ./data/singing-44100/net_sr/holly/

# TEST SUPER RESOLUTION

/home/spawn/.virtualenv/yukarin/bin/python ./scripts/super_resolution_test.py \
  --model_directory ./data/singing-44100/net_sr/ \
  --input_wave_directory ./data/singing-44100/wav/holly/ \
  --gpu 0 \
  holly

# VOICE TRANSFORM

PYTHONPATH=`pwd` /home/spawn/.virtualenv/yukarin/bin/python scripts/process.py \
  --conv_model_directory ./data/singing-44100/net/singing_mat_2_holly/ \
  --sr_model_directory ./data/singing-44100/net_sr/holly/ \
  --input_directory ./test_data \
  --output_directory ./output \
  --gpu 0