Import torchaudio #1828 60aeb78

Summary: title

Reviewed By: carolineechen

Differential Revision: D31476921

fbshipit-source-id: c790146b133921de8bbda67c8e8c7a1b321b4bd4

Author: hwangjeff

.circleci/unittest/linux/scripts/run_style_checks.sh

@@ -29,7 +29,7 @@ set +e
 exit_status=0
 
 printf "\x1b[34mRunning flake8:\x1b[0m\n"
-flake8 torchaudio test build_tools/setup_helpers docs/source/conf.py examples
+flake8 torchaudio test tools/setup_helpers docs/source/conf.py examples
 status=$?
 exit_status="$((exit_status+status))"
 if [ "${status}" -ne 0 ]; then

.github/ISSUE_TEMPLATE/bug-report.md

@@ -0,0 +1,62 @@
+name: 🐛 Bug Report
+description: Create a report to help us reproduce and fix the bug
+
+body:
+- type: markdown
+  attributes:
+    value: >
+      #### Before submitting a bug, please make sure the issue hasn't been already addressed by searching through [the existing and past issues](https://github.com/pytorch/audio/issues?q=is%3Aissue+sort%3Acreated-desc+).
+- type: textarea
+  attributes:
+    label: 🐛 Describe the bug
+    description: |
+      Please provide a clear and concise description of what the bug is.
+
+      If relevant, add a minimal example so that we can reproduce the error by running the code. It is very important for the snippet to be as succinct (minimal) as possible, so please take time to trim down any irrelevant code to help us debug efficiently. We are going to copy-paste your code and we hope to get the same result as you did: avoid any external data, and include the relevant imports, etc. For example:
+
+      ```python
+      # All necessary imports at the beginning
+      import torch
+      from torchaudio.transforms import Spectrogram, InverseSpectrogram
+
+      # A succinct reproducing example trimmed down to the essential parts:
+      theta = torch.linspace(0, 300 * 3.14, 8000)
+      waveform = torch.sin(theta).unsqueeze(0)
+      n_fft = 400
+      center = False
+      spec = Spectrogram(n_fft=n_fft, center=center, power=None, return_complex=True)(waveform)
+      recon = InverseSpectrogram(n_fft=n_fft, center=center)(spec)  # Note: the bug is here, the window and center settings must satisfy NOLA check.
+      print('recon:', recon.shape)
+      ```
+
+      If the code and or the traceback is too long, feel free to put it in a public gist and link it in the issue: https://gist.github.com.
+
+      Please also paste or describe the results you observe instead of the expected results. If you observe an error, please paste the error message including the **full** traceback of the exception. It may be relevant to wrap error messages in ```` ```triple quotes blocks``` ````.
+    placeholder: |
+      A clear and concise description of what the bug is.
+
+      ```python
+      Sample code to reproduce the problem
+      ```
+
+      ```
+      The error message you got, with the full traceback.
+      ````
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Versions
+    description: |
+      Please run the following and paste the output below.
+      ```sh
+      wget https://github.com/raw/pytorch/pytorch/master/torch/utils/collect_env.py
+      # For security purposes, please check the contents of collect_env.py before running it.
+      python collect_env.py
+      ```
+  validations:
+    required: true
+- type: markdown
+  attributes:
+    value: >
+      Thanks for contributing 🎉!

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -0,0 +1,5 @@
+blank_issues_enabled: true
+contact_links:
+  - name: Usage questions
+    url: https://discuss.pytorch.org/
+    about: Ask questions and discuss with other torchaudio community members

.github/ISSUE_TEMPLATE/config.yml

@@ -0,0 +1,20 @@
+name: 📚 Documentation
+description: Report an issue related to https://pytorch.org/audio/stable/index.html
+
+body:
+- type: textarea
+  attributes:
+    label: 📚 The doc issue
+    description: >
+      A description of what content in https://pytorch.org/audio/stable/index.html is an issue. If this has to do with the general https://pytorch.org website, please file an issue at https://github.com/pytorch/pytorch.github.io/issues/new/choose instead. If this has to do with https://pytorch.org/tutorials, please file an issue at https://github.com/pytorch/tutorials/issues/new.
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Suggest a potential alternative/fix
+    description: >
+      Tell us how we could improve the documentation in this regard.
+- type: markdown
+  attributes:
+    value: >
+      Thanks for contributing 🎉!

.github/ISSUE_TEMPLATE/documentation.md

@@ -0,0 +1,32 @@
+name: 🚀 Feature request
+description: Submit a proposal/request for a new torchaudio feature
+
+body:
+- type: textarea
+  attributes:
+    label: 🚀 The feature
+    description: >
+      A clear and concise description of the feature proposal
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Motivation, pitch
+    description: >
+      Please outline the motivation for the proposal. Is your feature request related to a specific problem? e.g., *"I'm working on X and would like Y to be possible"*. If this is related to another GitHub issue, please link here too.
+  validations:
+    required: true
+- type: textarea
+  attributes:
+    label: Alternatives
+    description: >
+      A description of any alternative solutions or features you've considered, if any.
+- type: textarea
+  attributes:
+    label: Additional context
+    description: >
+      Add any other context or screenshots about the feature request.
+- type: markdown
+  attributes:
+    value: >
+      Thanks for contributing 🎉!

.github/ISSUE_TEMPLATE/documentation.yml

@@ -62,6 +62,7 @@ option(BUILD_RNNT "Enable RNN transducer" ON)
 option(BUILD_TORCHAUDIO_PYTHON_EXTENSION "Build Python extension" OFF)
 option(USE_CUDA "Enable CUDA support" OFF)
 option(USE_ROCM "Enable ROCM support" OFF)
+option(USE_OPENMP "Enable OpenMP support" OFF)
 
 
 # check that USE_CUDA and USE_ROCM are not set at the same time
@@ -122,6 +123,10 @@ if(MSVC)
   endif()
 endif()
 
+if(USE_OPENMP)
+  find_package(OpenMP REQUIRED)
+endif()
+
 # TORCH_CXX_FLAGS contains the same -D_GLIBCXX_USE_CXX11_ABI value as PyTorch
 set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -Wall ${TORCH_CXX_FLAGS}")
 

.github/ISSUE_TEMPLATE/feature-request.md

@@ -97,18 +97,18 @@ TEDLIUM
   :special-members: __getitem__
 
 
-VCTK
-~~~~
+VCTK_092
+~~~~~~~~
 
-.. autoclass:: VCTK
+.. autoclass:: VCTK_092
   :members:
   :special-members: __getitem__
 
 
-VCTK_092
+DR_VCTK
 ~~~~~~~~
 
-.. autoclass:: VCTK_092
+.. autoclass:: DR_VCTK
   :members:
   :special-members: __getitem__
 

.github/ISSUE_TEMPLATE/feature-request.yml

@@ -39,6 +39,7 @@ The :mod:`torchaudio` package consists of I/O, popular datasets and common audio
    compliance.kaldi
    kaldi_io
    utils
+   prototype
 
 
 .. toctree::