diff --git a/pkgs/development/python-modules/pyannote-audio/default.nix b/pkgs/development/python-modules/pyannote-audio/default.nix
new file mode 100644
index 000000000000..1a9403493eac
--- /dev/null
+++ b/pkgs/development/python-modules/pyannote-audio/default.nix
@@ -0,0 +1,87 @@
+{ lib
+, buildPythonPackage
+, fetchFromGitHub
+, setuptools
+, wheel
+, asteroid-filterbanks
+, einops
+, huggingface-hub
+, pytorch-lightning
+, omegaconf
+, pyannote-core
+, pyannote-database
+, pyannote-metrics
+, pyannote-pipeline
+, pytorch-metric-learning
+, rich
+, semver
+, soundfile
+, speechbrain
+, tensorboardx
+, torch
+, torch-audiomentations
+, torchaudio
+, torchmetrics
+, numpy
+, pyscaffold
+}:
+
+buildPythonPackage rec {
+  pname = "pyannote-audio";
+  version = "3.1.1";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "pyannote";
+    repo = "pyannote-audio";
+    rev = version;
+    hash = "sha256-BxmEJE6v+QkEaAJ2oB2LwDQIoRajv6F9SRc8lP9iRLM=";
+    fetchSubmodules = true;
+  };
+
+  nativeBuildInputs = [
+    pyscaffold
+    setuptools
+    wheel
+  ];
+
+  postPatch = ''
+    substituteInPlace setup.cfg \
+      --replace "pyscaffold>=3.2a0,<3.3a0" "pyscaffold"
+    substituteInPlace requirements.txt \
+      --replace "lightning" "pytorch-lightning"
+  '';
+
+  propagatedBuildInputs = [
+    asteroid-filterbanks
+    einops
+    huggingface-hub
+    omegaconf
+    pyannote-core
+    pyannote-database
+    pyannote-metrics
+    pyannote-pipeline
+    pytorch-metric-learning
+    rich
+    semver
+    soundfile
+    speechbrain
+    tensorboardx
+    torch
+    torch-audiomentations
+    torchaudio
+    torchmetrics
+    numpy
+    pytorch-lightning
+  ];
+
+  pythonImportsCheck = [ "pyannote.audio" ];
+
+  meta = with lib; {
+    description = "Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding";
+    homepage = "https://github.com/pyannote/pyannote-audio";
+    changelog = "https://github.com/pyannote/pyannote-audio/blob/${src.rev}/CHANGELOG.md";
+    license = licenses.mit;
+    maintainers = with maintainers; [ ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index f8f9d2cc729d..48a3a9a465a5 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -10179,6 +10179,8 @@ self: super: with self; {
 
   pyannotate = callPackage ../development/python-modules/pyannotate { };
 
+  pyannote-audio = callPackage ../development/python-modules/pyannote-audio { };
+
   pyarlo = callPackage ../development/python-modules/pyarlo { };
 
   pyarr = callPackage ../development/python-modules/pyarr { };