diff --git a/pkgs/development/python-modules/asteroid-filterbanks/default.nix b/pkgs/development/python-modules/asteroid-filterbanks/default.nix
index e7dc0cba9798f8..e48255d9f69a3d 100644
--- a/pkgs/development/python-modules/asteroid-filterbanks/default.nix
+++ b/pkgs/development/python-modules/asteroid-filterbanks/default.nix
@@ -2,8 +2,11 @@
   lib,
   buildPythonPackage,
   fetchFromGitHub,
+
+  # build-system
   setuptools,
-  wheel,
+
+  # dependencies
   black,
   coverage,
   librosa,
@@ -12,6 +15,9 @@
   pytest,
   scipy,
   torch,
+
+  # tests
+  pytestCheckHook,
 }:
 
 buildPythonPackage rec {
@@ -22,16 +28,25 @@ buildPythonPackage rec {
   src = fetchFromGitHub {
     owner = "asteroid-team";
     repo = "asteroid-filterbanks";
-    rev = "v${version}";
+    rev = "refs/tags/v${version}";
     hash = "sha256-Z5M2Xgj83lzqov9kCw/rkjJ5KXbjuP+FHYCjhi5nYFE=";
   };
 
-  nativeBuildInputs = [
+  patches = [
+    ./torch-stft-return-complex.patch
+  ];
+
+  # np.float is deprecated
+  postPatch = ''
+    substituteInPlace asteroid_filterbanks/multiphase_gammatone_fb.py \
+      --replace-fail "np.float(" "float("
+  '';
+
+  build-system = [
     setuptools
-    wheel
   ];
 
-  propagatedBuildInputs = [
+  dependencies = [
     black
     coverage
     librosa
@@ -44,10 +59,26 @@ buildPythonPackage rec {
 
   pythonImportsCheck = [ "asteroid_filterbanks" ];
 
-  meta = with lib; {
+  nativeCheckInputs = [
+    pytestCheckHook
+  ];
+
+  pytestFlagsArray = [ "--maxfail=100" ];
+
+  disabledTests = [
+    # RuntimeError: cannot cache function '__o_fold': no locator available for file
+    # '/nix/store/d1znhn1n48z2raj0j9zbz80hhg4k2shw-python3.12-librosa-0.10.2.post1/lib/python3.12/site-packages/librosa/core/notation.py'
+    "test_melgram_encoder"
+    "test_melscale"
+
+    # AssertionError: The values for attribute 'shape' do not match
+    "test_torch_stft"
+  ];
+
+  meta = {
     description = "PyTorch-based audio source separation toolkit for researchers";
     homepage = "https://github.com/asteroid-team/asteroid-filterbanks";
-    license = licenses.mit;
-    maintainers = with maintainers; [ matthewcroughan ];
+    license = lib.licenses.mit;
+    maintainers = with lib.maintainers; [ matthewcroughan ];
   };
 }
diff --git a/pkgs/development/python-modules/asteroid-filterbanks/torch-stft-return-complex.patch b/pkgs/development/python-modules/asteroid-filterbanks/torch-stft-return-complex.patch
new file mode 100644
index 00000000000000..c6472258a4ea5e
--- /dev/null
+++ b/pkgs/development/python-modules/asteroid-filterbanks/torch-stft-return-complex.patch
@@ -0,0 +1,20 @@
+diff --git a/tests/torch_stft_test.py b/tests/torch_stft_test.py
+index 1d29a51..0c7bb30 100644
+--- a/tests/torch_stft_test.py
++++ b/tests/torch_stft_test.py
+@@ -128,6 +128,7 @@ def test_torch_stft(
+         pad_mode=pad_mode,
+         normalized=normalized,
+         onesided=True,
++        return_complex=True,
+     )
+ 
+     spec_asteroid = stft(wav)
+@@ -145,6 +146,7 @@ def test_torch_stft(
+             normalized=normalized,
+             onesided=True,
+             length=output_len,
++            return_complex=True,
+         )
+ 
+     except RuntimeError: