test_info.py

import itertools
from parameterized import parameterized

from torchaudio.backend import sox_io_backend

from ..common_utils import (
    TempDirMixin,
    PytorchTestCase,
    skipIfNoExec,
    skipIfNoExtension,
    get_asset_path,
    get_wav_data,
    save_wav,
    sox_utils,
)
from .common import (
    name_func,
)


@skipIfNoExec('sox')
@skipIfNoExtension
class TestInfo(TempDirMixin, PytorchTestCase):
    @parameterized.expand(list(itertools.product(
        ['float32', 'int32', 'int16', 'uint8'],
        [8000, 16000],
        [1, 2],
    )), name_func=name_func)
    def test_wav(self, dtype, sample_rate, num_channels):
        """`sox_io_backend.info` can check wav file correctly"""
        duration = 1
        path = self.get_temp_path('data.wav')
        data = get_wav_data(dtype, num_channels, normalize=False, num_frames=duration * sample_rate)
        save_wav(path, data, sample_rate)
        info = sox_io_backend.info(path)
        assert info.get_sample_rate() == sample_rate
        assert info.get_num_frames() == sample_rate * duration
        assert info.get_num_channels() == num_channels

    @parameterized.expand(list(itertools.product(
        ['float32', 'int32', 'int16', 'uint8'],
        [8000, 16000],
        [4, 8, 16, 32],
    )), name_func=name_func)
    def test_wav_multiple_channels(self, dtype, sample_rate, num_channels):
        """`sox_io_backend.info` can check wav file with channels more than 2 correctly"""
        duration = 1
        path = self.get_temp_path('data.wav')
        data = get_wav_data(dtype, num_channels, normalize=False, num_frames=duration * sample_rate)
        save_wav(path, data, sample_rate)
        info = sox_io_backend.info(path)
        assert info.get_sample_rate() == sample_rate
        assert info.get_num_frames() == sample_rate * duration
        assert info.get_num_channels() == num_channels

    @parameterized.expand(list(itertools.product(
        [8000, 16000],
        [1, 2],
        [96, 128, 160, 192, 224, 256, 320],
    )), name_func=name_func)
    def test_mp3(self, sample_rate, num_channels, bit_rate):
        """`sox_io_backend.info` can check mp3 file correctly"""
        duration = 1
        path = self.get_temp_path('data.mp3')
        sox_utils.gen_audio_file(
            path, sample_rate, num_channels,
            compression=bit_rate, duration=duration,
        )
        info = sox_io_backend.info(path)
        assert info.get_sample_rate() == sample_rate
        # mp3 does not preserve the number of samples
        # assert info.get_num_frames() == sample_rate * duration
        assert info.get_num_channels() == num_channels

    @parameterized.expand(list(itertools.product(
        [8000, 16000],
        [1, 2],
        list(range(9)),
    )), name_func=name_func)
    def test_flac(self, sample_rate, num_channels, compression_level):
        """`sox_io_backend.info` can check flac file correctly"""
        duration = 1
        path = self.get_temp_path('data.flac')
        sox_utils.gen_audio_file(
            path, sample_rate, num_channels,
            compression=compression_level, duration=duration,
        )
        info = sox_io_backend.info(path)
        assert info.get_sample_rate() == sample_rate
        assert info.get_num_frames() == sample_rate * duration
        assert info.get_num_channels() == num_channels

    @parameterized.expand(list(itertools.product(
        [8000, 16000],
        [1, 2],
        [-1, 0, 1, 2, 3, 3.6, 5, 10],
    )), name_func=name_func)
    def test_vorbis(self, sample_rate, num_channels, quality_level):
        """`sox_io_backend.info` can check vorbis file correctly"""
        duration = 1
        path = self.get_temp_path('data.vorbis')
        sox_utils.gen_audio_file(
            path, sample_rate, num_channels,
            compression=quality_level, duration=duration,
        )
        info = sox_io_backend.info(path)
        assert info.get_sample_rate() == sample_rate
        assert info.get_num_frames() == sample_rate * duration
        assert info.get_num_channels() == num_channels


@skipIfNoExtension
class TestInfoOpus(PytorchTestCase):
    @parameterized.expand(list(itertools.product(
        ['96k'],
        [1, 2],
        [0, 5, 10],
    )), name_func=name_func)
    def test_opus(self, bitrate, num_channels, compression_level):
        """`sox_io_backend.info` can check opus file correcty"""
        path = get_asset_path('io', f'{bitrate}_{compression_level}_{num_channels}ch.opus')
        info = sox_io_backend.info(path)
        assert info.get_sample_rate() == 48000
        assert info.get_num_frames() == 32768
        assert info.get_num_channels() == num_channels