test inference

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shahules786 2022-09-26 17:08:41 +05:30
parent 868fde7e69
commit 9890249824
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tests/test_inference.py Normal file
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import pytest
import torch
import numpy as np
from enhancer.inference import Inference
@pytest.mark.parametrize("audio",["tests/data/vctk/clean_testset_wav/p257_166.wav",torch.rand(1,2,48000)])
def test_read_input(audio):
read_audio = Inference.read_input(audio,48000,16000)
assert isinstance(read_audio,torch.Tensor)
assert read_audio.shape[0] == 1
def test_batchify():
rand = torch.rand(1,1000)
batched_rand = Inference.batchify(rand, window_size = 100, step_size=100)
assert batched_rand.shape[0] == 12
def test_aggregate():
rand = torch.rand(12,1,100)
agg_rand = Inference.aggreagate(data=rand,window_size=100,total_frames=1000,step_size=100)
assert agg_rand.shape[-1] == 1000