Add TorchScript-able "info" func to sox_io backend (#728)

This is a part of PRs to add new "sox_io" backend #726, and depends on #718.

This PR adds `info` function to "sox_io" backend, which allows users to fetch some metadata of an audio file. 
At this moment, the information retrieved are;

 - Number of samples in the audio file
 - Sampling rate
 - Number of channels

Author: mthrok

.circleci/unittest/linux/scripts/install.sh

@@ -20,4 +20,4 @@ printf "Installing PyTorch with %s\n" "${cudatoolkit}"
 conda install -y -c pytorch-nightly pytorch "${cudatoolkit}"
 
 printf "* Installing torchaudio\n"
-BUILD_SOX=1 python setup.py develop
+python setup.py develop

.circleci/unittest/linux/scripts/setup_env.sh

@@ -34,4 +34,7 @@ printf "* Installing dependencies (except PyTorch)\n"
 conda env update --file "${this_dir}/environment.yml" --prune
 
 # 4. Build codecs
-build_tools/setup_helpers/build_third_party.sh
+# build_tools/setup_helpers/build_third_party.sh
+# 4. Install codecs
+apt update -q
+apt install -y -q sox libsox-dev libsox-fmt-all

test/common_utils.py

@@ -1,4 +1,5 @@
 import os
+import shutil
 import tempfile
 import unittest
 from typing import Union
@@ -7,6 +8,7 @@
 import torch
 from torch.testing._internal.common_utils import TestCase as PytorchTestCase
 import torchaudio
+from torchaudio._internal.module_utils import is_module_available
 
 _TEST_DIR_PATH = os.path.dirname(os.path.realpath(__file__))
 BACKENDS = torchaudio.list_audio_backends()
@@ -87,6 +89,33 @@ def set_audio_backend(backend):
     torchaudio.set_audio_backend(be)
 
 
+class TempDirMixin:
+    """Mixin to provide easy access to temp dir"""
+    temp_dir_ = None
+    temp_dir = None
+
+    def setUp(self):
+        super().setUp()
+        self._init_temp_dir()
+
+    def tearDown(self):
+        super().tearDownClass()
+        self._clean_up_temp_dir()
+
+    def _init_temp_dir(self):
+        self.temp_dir_ = tempfile.TemporaryDirectory()
+        self.temp_dir = self.temp_dir_.name
+
+    def _clean_up_temp_dir(self):
+        if self.temp_dir_ is not None:
+            self.temp_dir_.cleanup()
+            self.temp_dir_ = None
+            self.temp_dir = None
+
+    def get_temp_path(self, *paths):
+        return os.path.join(self.temp_dir, *paths)
+
+
 class TestBaseMixin:
     """Mixin to provide consistent way to define device/dtype/backend aware TestCase"""
     dtype = None
@@ -102,8 +131,18 @@ class TorchaudioTestCase(TestBaseMixin, PytorchTestCase):
     pass
 
 
+def skipIfNoExec(cmd):
+    return unittest.skipIf(shutil.which(cmd) is None, f'`{cmd}` is not available')
+
+
+def skipIfNoModule(module, display_name=None):
+    display_name = display_name or module
+    return unittest.skipIf(not is_module_available(module), f'"{display_name}" is not available')
+
+
 skipIfNoSoxBackend = unittest.skipIf('sox' not in BACKENDS, 'Sox backend not available')
 skipIfNoCuda = unittest.skipIf(not torch.cuda.is_available(), reason='CUDA not available')
+skipIfNoExtension = skipIfNoModule('torchaudio._torchaudio', 'torchaudio C++ extension')
 
 
 def get_whitenoise(

test/kaldi_compatibility_impl.py

@@ -1,7 +1,5 @@
 """Test suites for checking numerical compatibility against Kaldi"""
 import json
-import shutil
-import unittest
 import subprocess
 
 import kaldi_io
@@ -13,10 +11,6 @@
 from parameterized import parameterized, param
 
 
-def _not_available(cmd):
-    return shutil.which(cmd) is None
-
-
 def _convert_args(**kwargs):
     args = []
     for key, value in kwargs.items():
@@ -61,7 +55,7 @@ def assert_equal(self, output, *, expected, rtol=None, atol=None):
         expected = expected.to(dtype=self.dtype, device=self.device)
         self.assertEqual(output, expected, rtol=rtol, atol=atol)
 
-    @unittest.skipIf(_not_available('apply-cmvn-sliding'), '`apply-cmvn-sliding` not available')
+    @common_utils.skipIfNoExec('apply-cmvn-sliding')
     def test_sliding_window_cmn(self):
         """sliding_window_cmn should be numerically compatible with apply-cmvn-sliding"""
         kwargs = {
@@ -78,7 +72,7 @@ def test_sliding_window_cmn(self):
         self.assert_equal(result, expected=kaldi_result)
 
     @parameterized.expand(_load_params(common_utils.get_asset_path('kaldi_test_fbank_args.json')))
-    @unittest.skipIf(_not_available('compute-fbank-feats'), '`compute-fbank-feats` not available')
+    @common_utils.skipIfNoExec('compute-fbank-feats')
     def test_fbank(self, kwargs):
         """fbank should be numerically compatible with compute-fbank-feats"""
         wave_file = common_utils.get_asset_path('kaldi_file.wav')
@@ -89,7 +83,7 @@ def test_fbank(self, kwargs):
         self.assert_equal(result, expected=kaldi_result, rtol=1e-4, atol=1e-8)
 
     @parameterized.expand(_load_params(common_utils.get_asset_path('kaldi_test_spectrogram_args.json')))
-    @unittest.skipIf(_not_available('compute-spectrogram-feats'), '`compute-spectrogram-feats` not available')
+    @common_utils.skipIfNoExec('compute-spectrogram-feats')
     def test_spectrogram(self, kwargs):
         """spectrogram should be numerically compatible with compute-spectrogram-feats"""
         wave_file = common_utils.get_asset_path('kaldi_file.wav')
@@ -100,7 +94,7 @@ def test_spectrogram(self, kwargs):
         self.assert_equal(result, expected=kaldi_result, rtol=1e-4, atol=1e-8)
 
     @parameterized.expand(_load_params(common_utils.get_asset_path('kaldi_test_mfcc_args.json')))
-    @unittest.skipIf(_not_available('compute-mfcc-feats'), '`compute-mfcc-feats` not available')
+    @common_utils.skipIfNoExec('compute-mfcc-feats')
     def test_mfcc(self, kwargs):
         """mfcc should be numerically compatible with compute-mfcc-feats"""
         wave_file = common_utils.get_asset_path('kaldi_file.wav')

test/sox_io_backend/__init__.py

@@ -0,0 +1,2 @@
+def get_test_name(func, _, params):
+    return f'{func.__name__}_{"_".join(str(p) for p in params.args)}'

test/sox_io_backend/common.py

@@ -0,0 +1,54 @@
+import subprocess
+
+
+def get_encoding(dtype):
+    encodings = {
+        'float32': 'floating-point',
+        'int32': 'signed-integer',
+        'int16': 'signed-integer',
+        'uint8': 'unsigned-integer',
+    }
+    return encodings[dtype]
+
+
+def get_bit_depth(dtype):
+    bit_depths = {
+        'float32': 32,
+        'int32': 32,
+        'int16': 16,
+        'uint8': 8,
+    }
+    return bit_depths[dtype]
+
+
+def gen_audio_file(
+        path, sample_rate, num_channels,
+        *, encoding=None, bit_depth=None, compression=None, attenuation=None, duration=1,
+):
+    """Generate synthetic audio file with `sox` command."""
+    command = [
+        'sox',
+        '-V',  # verbose
+        '--rate', str(sample_rate),
+        '--null',  # no input
+        '--channels', str(num_channels),
+    ]
+    if compression is not None:
+        command += ['--compression', str(compression)]
+    if bit_depth is not None:
+        command += ['--bits', str(bit_depth)]
+    if encoding is not None:
+        command += ['--encoding', str(encoding)]
+    command += [
+        str(path),
+        'synth', str(duration),  # synthesizes for the given duration [sec]
+        'sawtooth', '1',
+        # saw tooth covers the both ends of value range, which is a good property for test.
+        # similar to linspace(-1., 1.)
+        # this introduces bigger boundary effect than sine when converted to mp3
+    ]
+    if attenuation is not None:
+        command += ['vol', f'-{attenuation}dB']
+    print(' '.join(command))
+    subprocess.run(command, check=True)
+    subprocess.run(['soxi', path], check=True)

test/sox_io_backend/sox_utils.py

@@ -0,0 +1,114 @@
+import itertools
+from parameterized import parameterized
+
+from torchaudio.backend import sox_io_backend
+
+from ..common_utils import (
+    TempDirMixin,
+    PytorchTestCase,
+    skipIfNoExec,
+    skipIfNoExtension,
+)
+from .common import (
+    get_test_name
+)
+from . import sox_utils
+
+
+@skipIfNoExec('sox')
+@skipIfNoExtension
+class TestInfo(TempDirMixin, PytorchTestCase):
+    @parameterized.expand(list(itertools.product(
+        ['float32', 'int32', 'int16', 'uint8'],
+        [8000, 16000],
+        [1, 2],
+    )), name_func=get_test_name)
+    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(f'{dtype}_{sample_rate}_{num_channels}.wav')
+        sox_utils.gen_audio_file(
+            path, sample_rate, num_channels,
+            bit_depth=sox_utils.get_bit_depth(dtype),
+            encoding=sox_utils.get_encoding(dtype),
+            duration=duration,
+        )
+        info = sox_io_backend.info(path)
+        assert info.get_sample_rate() == sample_rate
+        assert info.get_num_samples() == 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=get_test_name)
+    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(f'{dtype}_{sample_rate}_{num_channels}.wav')
+        sox_utils.gen_audio_file(
+            path, sample_rate, num_channels,
+            bit_depth=sox_utils.get_bit_depth(dtype),
+            encoding=sox_utils.get_encoding(dtype),
+            duration=duration,
+        )
+        info = sox_io_backend.info(path)
+        assert info.get_sample_rate() == sample_rate
+        assert info.get_num_samples() == 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=get_test_name)
+    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(f'{sample_rate}_{num_channels}_{bit_rate}k.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_samples() == sample_rate * duration
+        assert info.get_num_channels() == num_channels
+
+    @parameterized.expand(list(itertools.product(
+        [8000, 16000],
+        [1, 2],
+        list(range(9)),
+    )), name_func=get_test_name)
+    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(f'{sample_rate}_{num_channels}_{compression_level}.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_samples() == 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=get_test_name)
+    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(f'{sample_rate}_{num_channels}_{quality_level}.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_samples() == sample_rate * duration
+        assert info.get_num_channels() == num_channels

test/sox_io_backend/test_info.py

@@ -0,0 +1,48 @@
+import itertools
+
+import torch
+from torchaudio.backend import sox_io_backend
+from parameterized import parameterized
+
+from ..common_utils import (
+    TempDirMixin,
+    TorchaudioTestCase,
+    skipIfNoExec,
+    skipIfNoExtension,
+)
+from .common import (
+    get_test_name,
+)
+from . import sox_utils
+
+
+def py_info_func(filepath: str) -> torch.classes.torchaudio.SignalInfo:
+    return sox_io_backend.info(filepath)
+
+
+@skipIfNoExec('sox')
+@skipIfNoExtension
+class SoxIO(TempDirMixin, TorchaudioTestCase):
+    @parameterized.expand(list(itertools.product(
+        ['float32', 'int32', 'int16', 'uint8'],
+        [8000, 16000],
+        [1, 2],
+    )), name_func=get_test_name)
+    def test_info_wav(self, dtype, sample_rate, num_channels):
+        audio_path = self.get_temp_path(f'{dtype}_{sample_rate}_{num_channels}.wav')
+        sox_utils.gen_audio_file(
+            audio_path, sample_rate, num_channels,
+            bit_depth=sox_utils.get_bit_depth(dtype),
+            encoding=sox_utils.get_encoding(dtype),
+        )
+
+        script_path = self.get_temp_path('info_func')
+        torch.jit.script(py_info_func).save(script_path)
+        ts_info_func = torch.jit.load(script_path)
+
+        py_info = py_info_func(audio_path)
+        ts_info = ts_info_func(audio_path)
+
+        assert py_info.get_sample_rate() == ts_info.get_sample_rate()
+        assert py_info.get_num_samples() == ts_info.get_num_samples()
+        assert py_info.get_num_channels() == ts_info.get_num_channels()

test/sox_io_backend/test_torchscript.py

@@ -1,7 +1,6 @@
 import unittest
 
 import torchaudio
-from torchaudio._internal.module_utils import is_module_available
 
 from . import common_utils
 
@@ -28,15 +27,13 @@ class TestBackendSwitch_NoBackend(BackendSwitchMixin, common_utils.TorchaudioTes
     backend_module = torchaudio.backend.no_backend
 
 
-@unittest.skipIf(
-    not is_module_available('torchaudio._torchaudio'),
-    'torchaudio C++ extension not available')
+@common_utils.skipIfNoExtension
 class TestBackendSwitch_SoX(BackendSwitchMixin, common_utils.TorchaudioTestCase):
     backend = 'sox'
     backend_module = torchaudio.backend.sox_backend
 
 
-@unittest.skipIf(not is_module_available('soundfile'), '"soundfile" not available')
+@common_utils.skipIfNoModule('soundfile')
 class TestBackendSwitch_soundfile(BackendSwitchMixin, common_utils.TorchaudioTestCase):
     backend = 'soundfile'
     backend_module = torchaudio.backend.soundfile_backend