Import torchaudio #1004 5e54c77

Summary: Import torchaudio up to #1004 5e54c77

Reviewed By: vincentqb, cpuhrsch

Differential Revision: D24841498

fbshipit-source-id: 3829130636f36779d84f01ff0d0120b80b2396d7

Author: mthrok

.circleci/config.yml

@@ -459,7 +459,7 @@ jobs:
             - third_party/src
       - run:
           name: Install torchaudio
-          command: docker run -t --gpus all -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/install.sh
+          command: docker run -t --gpus all -e UPLOAD_CHANNEL -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/install.sh
       - run:
           name: Run tests
           command: docker run -t --gpus all -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/run_test.sh
@@ -1394,4 +1394,4 @@ workflows:
               only:
                 - master
     jobs:
-      - smoke_test_docker_image_build
+      - smoke_test_docker_image_build

.circleci/config.yml.in

@@ -459,7 +459,7 @@ jobs:
             - third_party/src
       - run:
           name: Install torchaudio
-          command: docker run -t --gpus all -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/install.sh
+          command: docker run -t --gpus all -e UPLOAD_CHANNEL -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/install.sh
       - run:
           name: Run tests
           command: docker run -t --gpus all -v $PWD:$PWD -w $PWD "${image_name}" .circleci/unittest/linux/scripts/run_test.sh

.circleci/regenerate.py

@@ -178,3 +178,4 @@ def unittest_workflows(indentation=6):
             build_workflows=build_workflows,
             unittest_workflows=unittest_workflows,
         ))
+        f.write("\n")

docs/source/functional.rst

@@ -8,145 +8,166 @@ torchaudio.functional
 
 Functions to perform common audio operations.
 
-:hidden:`spectrogram`
-~~~~~~~~~~~~~~~~~~~~~
+:hidden:`Filtering`
+~~~~~~~~~~~~~~~~~~~
 
-.. autofunction:: spectrogram
 
-:hidden:`amplitude_to_DB`
-~~~~~~~~~~~~~~~~~~~~~~~~~
+allpass_biquad
+--------------
 
-.. autofunction:: amplitude_to_DB
+.. autofunction:: allpass_biquad
 
-:hidden:`create_fb_matrix`
-~~~~~~~~~~~~~~~~~~~~~~~~~~
+band_biquad
+-----------
 
-.. autofunction:: create_fb_matrix
+.. autofunction:: band_biquad
 
-:hidden:`create_dct`
-~~~~~~~~~~~~~~~~~~~~
+bandpass_biquad
+---------------
 
-.. autofunction:: create_dct
+.. autofunction:: bandpass_biquad
 
-:hidden:`mu_law_encoding`
-~~~~~~~~~~~~~~~~~~~~~~~~~
+bandreject_biquad
+-----------------
 
-.. autofunction:: mu_law_encoding
+.. autofunction:: bandreject_biquad
 
-:hidden:`mu_law_decoding`
-~~~~~~~~~~~~~~~~~~~~~~~~~
+bass_biquad
+-----------
 
-.. autofunction:: mu_law_decoding
+.. autofunction:: bass_biquad
 
-:hidden:`complex_norm`
-~~~~~~~~~~~~~~~~~~~~~~
+biquad
+------
 
-.. autofunction:: complex_norm
+.. autofunction:: biquad
 
-:hidden:`angle`
-~~~~~~~~~~~~~~~
+contrast
+--------
 
-.. autofunction:: angle
+.. autofunction:: contrast
 
-:hidden:`magphase`
-~~~~~~~~~~~~~~~~~~
+dcshift
+-------
 
-.. autofunction:: magphase
+.. autofunction:: dcshift
 
-:hidden:`phase_vocoder`
-~~~~~~~~~~~~~~~~~~~~~~~
+deemph_biquad
+-------------
 
-.. autofunction:: phase_vocoder
+.. autofunction:: deemph_biquad
 
-:hidden:`lfilter`
-~~~~~~~~~~~~~~~~~
 
-.. autofunction:: lfilter
+dither
+------
 
-:hidden:`biquad`
-~~~~~~~~~~~~~~~~
+.. autofunction:: dither
 
-.. autofunction:: biquad
+equalizer_biquad
+----------------
 
-:hidden:`lowpass_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: equalizer_biquad
 
-.. autofunction:: lowpass_biquad
+flanger
+-------
 
-:hidden:`highpass_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: flanger
+
+gain
+----
+
+.. autofunction:: gain
+
+highpass_biquad
+---------------
 
 .. autofunction:: highpass_biquad
 
-:hidden:`allpass_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~
+lfilter
+-------
 
-.. autofunction:: allpass_biquad
+.. autofunction:: lfilter
 
-:hidden:`equalizer_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~
+lowpass_biquad
+--------------
 
-.. autofunction:: equalizer_biquad
+.. autofunction:: lowpass_biquad
 
-:hidden:`bandpass_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+overdrive
+---------
 
-.. autofunction:: bandpass_biquad
+.. autofunction:: overdrive
 
-:hidden:`bandreject_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+phaser
+------
 
-.. autofunction:: bandreject_biquad
+.. autofunction:: phaser
 
-:hidden:`band_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+riaa_biquad
+-----------
 
-.. autofunction:: band_biquad
+.. autofunction:: riaa_biquad
 
-:hidden:`treble_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+treble_biquad
+-------------
 
 .. autofunction:: treble_biquad
 
-:hidden:`bass_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-.. autofunction:: bass_biquad
+vad
+---
 
-:hidden:`deemph_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: vad
 
-.. autofunction:: deemph_biquad
+:hidden:`spectrogram`
+~~~~~~~~~~~~~~~~~~~~~
 
-:hidden:`riaa_biquad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: spectrogram
 
-.. autofunction:: riaa_biquad
+:hidden:`amplitude_to_DB`
+~~~~~~~~~~~~~~~~~~~~~~~~~
 
-:hidden:`contrast`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: amplitude_to_DB
 
-.. autofunction:: contrast
+:hidden:`create_fb_matrix`
+~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-:hidden:`dcshift`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: create_fb_matrix
 
-.. autofunction:: dcshift
+:hidden:`create_dct`
+~~~~~~~~~~~~~~~~~~~~
 
-:hidden:`overdrive`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: create_dct
 
-.. autofunction:: overdrive
+:hidden:`mu_law_encoding`
+~~~~~~~~~~~~~~~~~~~~~~~~~
 
-:hidden:`phaser`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: mu_law_encoding
 
-.. autofunction:: phaser
+:hidden:`mu_law_decoding`
+~~~~~~~~~~~~~~~~~~~~~~~~~
 
-:hidden:`flanger`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+.. autofunction:: mu_law_decoding
 
-.. autofunction:: flanger
+:hidden:`complex_norm`
+~~~~~~~~~~~~~~~~~~~~~~
+
+.. autofunction:: complex_norm
+
+:hidden:`angle`
+~~~~~~~~~~~~~~~
+
+.. autofunction:: angle
+
+:hidden:`magphase`
+~~~~~~~~~~~~~~~~~~
+
+.. autofunction:: magphase
+
+:hidden:`phase_vocoder`
+~~~~~~~~~~~~~~~~~~~~~~~
+
+.. autofunction:: phase_vocoder
 
 :hidden:`mask_along_axis`
 ~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -172,8 +193,3 @@ Functions to perform common audio operations.
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 .. autofunction:: sliding_window_cmn
-
-:hidden:`vad`
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-.. autofunction:: vad

docs/source/torchaudio.rst

@@ -34,10 +34,3 @@ Backend Utilities
 .. autofunction:: get_audio_backend
 
 .. autofunction:: set_audio_backend
-
-Sox Effects Utilities
-~~~~~~~~~~~~~~~~~~~~~
-
-.. autofunction:: initialize_sox
-
-.. autofunction:: shutdown_sox

examples/pipeline_wav2letter/main.py

@@ -83,13 +83,6 @@ def parse_args():
     parser.add_argument(
         "--start-epoch", default=0, type=int, metavar="N", help="manual epoch number"
     )
-    parser.add_argument(
-        "--print-freq",
-        default=10,
-        type=int,
-        metavar="N",
-        help="print frequency in epochs",
-    )
     parser.add_argument(
         "--reduce-lr-valid",
         action="store_true",
@@ -615,37 +608,35 @@ def main(rank, args):
             not args.reduce_lr_valid,
         )
 
-        if not (epoch + 1) % args.print_freq or epoch == args.epochs - 1:
-
-            loss = evaluate(
-                model,
-                criterion,
-                loader_validation,
-                decoder,
-                language_model,
-                devices[0],
-                epoch,
-                not_main_rank,
-            )
-
-            is_best = loss < best_loss
-            best_loss = min(loss, best_loss)
-            save_checkpoint(
-                {
-                    "epoch": epoch + 1,
-                    "state_dict": model.state_dict(),
-                    "best_loss": best_loss,
-                    "optimizer": optimizer.state_dict(),
-                    "scheduler": scheduler.state_dict(),
-                },
-                is_best,
-                args.checkpoint,
-                not_main_rank,
-            )
+        loss = evaluate(
+            model,
+            criterion,
+            loader_validation,
+            decoder,
+            language_model,
+            devices[0],
+            epoch,
+            not_main_rank,
+        )
 
         if args.reduce_lr_valid and isinstance(scheduler, ReduceLROnPlateau):
             scheduler.step(loss)
 
+        is_best = loss < best_loss
+        best_loss = min(loss, best_loss)
+        save_checkpoint(
+            {
+                "epoch": epoch + 1,
+                "state_dict": model.state_dict(),
+                "best_loss": best_loss,
+                "optimizer": optimizer.state_dict(),
+                "scheduler": scheduler.state_dict(),
+            },
+            is_best,
+            args.checkpoint,
+            not_main_rank,
+        )
+
     logging.info("End time: %s", datetime.now())
 
     if args.distributed:

test/torchaudio_unittest/sox_effect/dataset_test.py

@@ -1,3 +1,6 @@
+import sys
+import platform
+from unittest import skipIf
 from typing import List, Tuple
 
 import numpy as np
@@ -68,6 +71,13 @@ def init_random_seed(worker_id):
 
 
 @skipIfNoExtension
+@skipIf(
+    platform.system() == 'Darwin' and
+    sys.version_info.major == 3 and
+    sys.version_info.minor in [6, 7],
+    'This test is known to get stuck for macOS with Python < 3.8. '
+    'See https://github.com/pytorch/pytorch/issues/46409'
+)
 class TestSoxEffectsDataset(TempDirMixin, PytorchTestCase):
     """Test `apply_effects_file` in multi-process dataloader setting"""