import os
import tensorflow as tf

import soundfile as sf
from librosa.core import load

from tests import get_tests_path, get_tests_input_path
from TTS.vocoder.tf.layers.pqmf import PQMF


TESTS_PATH = get_tests_path()
WAV_FILE = os.path.join(get_tests_input_path(), "example_1.wav")


def test_pqmf():
    w, sr = load(WAV_FILE)

    layer = PQMF(N=4, taps=62, cutoff=0.15, beta=9.0)
    w, sr = load(WAV_FILE)
    w2 = tf.convert_to_tensor(w[None, None, :])
    b2 = layer.analysis(w2)
    w2_ = layer.synthesis(b2)
    w2_ = w2.numpy()

    print(w2_.max())
    print(w2_.min())
    print(w2_.mean())
    sf.write('tf_pqmf_output.wav', w2_.flatten(), sr)