diff --git a/pkgs/development/python-modules/auditok/default.nix b/pkgs/development/python-modules/auditok/default.nix
new file mode 100644
index 00000000000..459662df15d
--- /dev/null
+++ b/pkgs/development/python-modules/auditok/default.nix
@@ -0,0 +1,44 @@
+{ buildPythonPackage
+, fetchPypi
+, lib
+, matplotlib
+, numpy
+, pyaudio
+, pydub
+, pythonOlder
+, unittestCheckHook
+}:
+
+buildPythonPackage rec {
+  pname = "auditok";
+  version = "0.1.5";
+  format = "setuptools";
+
+  disabled = pythonOlder "3.7";
+
+  src = fetchPypi {
+    inherit version;
+    pname = "auditok";
+    hash = "sha256-HNsw9VLP7XEgs8E2X6p7ygDM47AwWxMYjptipknFig4=";
+  };
+
+  propagatedBuildInputs = [ matplotlib numpy pyaudio pydub ];
+
+  nativeCheckInputs = [ unittestCheckHook ];
+
+  unittestFlagsArray = [ "-s" "tests" ];
+
+  pythonImportsCheck = [ "auditok" ];
+
+  # The most recent version is 0.2.0, but the only dependent package is
+  # ffsubsync, which is pinned at 0.1.5.
+  passthru.skipBulkUpdate = true;
+
+  meta = with lib; {
+    description = "Audio Activity Detection tool that can process online data as well as audio files";
+    homepage = "https://github.com/amsehili/auditok/";
+    changelog = "https://github.com/amsehili/auditok/blob/v${version}/CHANGELOG";
+    license = licenses.mit;
+    maintainers = with maintainers; [ Benjamin-L ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index e358a75c620..3c40542bdb4 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -872,6 +872,8 @@ self: super: with self; {
     inherit (pkgs.darwin.apple_sdk.frameworks) AudioToolbox AudioUnit CoreServices;
   };
 
+  auditok = callPackage ../development/python-modules/auditok { };
+
   augeas = callPackage ../development/python-modules/augeas {
     inherit (pkgs) augeas;
   };