diff --git a/pkgs/development/python-modules/pyannote-audio/default.nix b/pkgs/development/python-modules/pyannote-audio/default.nix
index 7507b56528e0..3a3ee228bcc8 100644
--- a/pkgs/development/python-modules/pyannote-audio/default.nix
+++ b/pkgs/development/python-modules/pyannote-audio/default.nix
@@ -1,30 +1,32 @@
 {
   lib,
-  buildPythonPackage,
-  fetchFromGitHub,
-  setuptools,
-  wheel,
   asteroid-filterbanks,
+  buildPythonPackage,
   einops,
+  fetchFromGitHub,
   huggingface-hub,
-  pytorch-lightning,
+  hydra-core,
+  numpy,
   omegaconf,
   pyannote-core,
   pyannote-database,
   pyannote-metrics,
   pyannote-pipeline,
+  pyscaffold,
+  pythonOlder,
+  pytorch-lightning,
   pytorch-metric-learning,
   rich,
   semver,
+  setuptools,
   soundfile,
   speechbrain,
   tensorboardx,
-  torch,
   torch-audiomentations,
+  torch,
   torchaudio,
   torchmetrics,
-  numpy,
-  pyscaffold,
+  typer,
 }:
 
 buildPythonPackage rec {
@@ -32,6 +34,8 @@ buildPythonPackage rec {
   version = "3.3.0";
   pyproject = true;
 
+  disabled = pythonOlder "3.9";
+
   src = fetchFromGitHub {
     owner = "pyannote";
     repo = "pyannote-audio";
@@ -40,20 +44,21 @@ buildPythonPackage rec {
     fetchSubmodules = true;
   };
 
-  nativeBuildInputs = [
+  pythonRelaxDeps = [ "torchaudio" ];
+
+  build-system = [
     pyscaffold
     setuptools
-    wheel
   ];
 
   postPatch = ''
     substituteInPlace setup.cfg \
-      --replace "pyscaffold>=3.2a0,<3.3a0" "pyscaffold"
+      --replace-fail "pyscaffold>=3.2a0,<3.3a0" "pyscaffold"
     substituteInPlace requirements.txt \
-      --replace "lightning" "pytorch-lightning"
+      --replace-fail "lightning" "pytorch-lightning"
   '';
 
-  propagatedBuildInputs = [
+  dependencies = [
     asteroid-filterbanks
     einops
     huggingface-hub
@@ -76,6 +81,13 @@ buildPythonPackage rec {
     pytorch-lightning
   ];
 
+  optional-dependencies = {
+    cli = [
+      hydra-core
+      typer
+    ];
+  };
+
   pythonImportsCheck = [ "pyannote.audio" ];
 
   meta = with lib; {
diff --git a/pkgs/development/python-modules/torch-audiomentations/default.nix b/pkgs/development/python-modules/torch-audiomentations/default.nix
index 2a9985ce91b4..7a4205268e3e 100644
--- a/pkgs/development/python-modules/torch-audiomentations/default.nix
+++ b/pkgs/development/python-modules/torch-audiomentations/default.nix
@@ -2,13 +2,15 @@
   lib,
   buildPythonPackage,
   fetchFromGitHub,
-  setuptools,
-  wheel,
   julius,
   librosa,
+  pytest-cov-stub,
+  pytestCheckHook,
+  pythonOlder,
+  setuptools,
+  torch-pitch-shift,
   torch,
   torchaudio,
-  torch-pitch-shift,
 }:
 
 buildPythonPackage rec {
@@ -16,6 +18,8 @@ buildPythonPackage rec {
   version = "0.11.1";
   pyproject = true;
 
+  disabled = pythonOlder "3.8";
+
   src = fetchFromGitHub {
     owner = "asteroid-team";
     repo = "torch-audiomentations";
@@ -23,7 +27,11 @@ buildPythonPackage rec {
     hash = "sha256-0+5wc+mP4c221q6mdaqPalfumTOtdnkjnIPtLErOp9E=";
   };
 
-  propagatedBuildInputs = [
+  pythonRelaxDeps = [ "torchaudio" ];
+
+  build-system = [ setuptools ];
+
+  dependencies = [
     julius
     librosa
     torch
@@ -31,16 +39,27 @@ buildPythonPackage rec {
     torch-pitch-shift
   ];
 
-  nativeBuildInputs = [
-    setuptools
-    wheel
+  nativeCheckInputs = [
+    pytest-cov-stub
+    pytestCheckHook
   ];
 
   pythonImportsCheck = [ "torch_audiomentations" ];
 
+  disabledTestPaths = [
+    # librosa issues
+    "tests/test_mix.py"
+    "tests/test_convolution.py"
+    "tests/test_impulse_response.py"
+    "tests/test_background_noise.py"
+  ];
+
+  disabledTests = [ "test_transform_is_differentiable" ];
+
   meta = with lib; {
-    description = "Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning";
+    description = "Fast audio data augmentation in PyTorch";
     homepage = "https://github.com/asteroid-team/torch-audiomentations";
+    changelog = "https://github.com/asteroid-team/torch-audiomentations/releases/tag/v${version}";
     license = licenses.mit;
     maintainers = with maintainers; [ matthewcroughan ];
   };
diff --git a/pkgs/development/python-modules/torch-pitch-shift/default.nix b/pkgs/development/python-modules/torch-pitch-shift/default.nix
index f6d35338dad8..910b65c6363a 100644
--- a/pkgs/development/python-modules/torch-pitch-shift/default.nix
+++ b/pkgs/development/python-modules/torch-pitch-shift/default.nix
@@ -3,11 +3,11 @@
   buildPythonPackage,
   fetchFromGitHub,
   setuptools,
-  wheel,
   packaging,
   primepy,
   torch,
   torchaudio,
+  pythonOlder,
 }:
 
 buildPythonPackage rec {
@@ -15,30 +15,35 @@ buildPythonPackage rec {
   version = "1.2.4";
   pyproject = true;
 
+  disabled = pythonOlder "3.8";
+
   src = fetchFromGitHub {
     owner = "KentoNishi";
     repo = "torch-pitch-shift";
-    rev = "v${version}";
+    rev = "refs/tags/v${version}";
     hash = "sha256-s3z+6jOGC7RfF9TzVZ9HFbIFz2BsBm6Yhx7lgaEKv6o=";
   };
 
-  nativeBuildInputs = [
-    setuptools
-    wheel
-  ];
+  pythonRelaxDeps = [ "torchaudio" ];
 
-  propagatedBuildInputs = [
+  build-system = [ setuptools ];
+
+  dependencies = [
     packaging
     primepy
     torch
     torchaudio
   ];
 
+  # Module has no tests
+  doCheck = false;
+
   pythonImportsCheck = [ "torch_pitch_shift" ];
 
   meta = with lib; {
     description = "Pitch-shift audio clips quickly with PyTorch (CUDA supported)! Additional utilities for searching efficient transformations are included";
     homepage = "https://github.com/KentoNishi/torch-pitch-shift";
+    changelog = "https://github.com/KentoNishi/torch-pitch-shift/releases/tag/v${version}";
     license = licenses.mit;
     maintainers = with maintainers; [ matthewcroughan ];
   };