diff --git a/var/spack/repos/builtin/packages/py-torchaudio/package.py b/var/spack/repos/builtin/packages/py-torchaudio/package.py
new file mode 100644
index 0000000000..5b17373c66
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+++ b/var/spack/repos/builtin/packages/py-torchaudio/package.py
@@ -0,0 +1,26 @@
+# Copyright 2013-2020 Lawrence Livermore National Security, LLC and other
+# Spack Project Developers. See the top-level COPYRIGHT file for details.
+#
+# SPDX-License-Identifier: (Apache-2.0 OR MIT)
+
+
+class PyTorchaudio(PythonPackage):
+    """The aim of torchaudio is to apply PyTorch to the audio
+    domain. By supporting PyTorch, torchaudio follows the same
+    philosophy of providing strong GPU acceleration, having a focus on
+    trainable features through the autograd system, and having
+    consistent style (tensor names and dimension names). Therefore, it
+    is primarily a machine learning library and not a general signal
+    processing library. The benefits of Pytorch is be seen in
+    torchaudio through having all the computations be through Pytorch
+    operations which makes it easy to use and feel like a natural
+    extension."""
+
+    homepage = "https://github.com/pytorch/audio"
+    url      = "https://github.com/pytorch/audio/archive/v0.4.0.tar.gz"
+
+    version('0.4.0', sha256='9361312319b1ab880fc348ea82b024053bca6faf477ef6a9232a5b805742dc66')
+
+    depends_on('py-setuptools', type='build')
+    depends_on('sox@14.3.2:')
+    depends_on('py-torch@1.2.0:', type=('build', 'run'))