diff --git a/pyproject.toml b/pyproject.toml
index 65e2e76..45c3945 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -35,7 +35,7 @@ dependencies = [
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-  "scikit-learn>=1.3.2,<1.8.0",
+  "scikit-learn>=1.9.0,<1.10.0",
   "soundfile>=0.12.1,<1.0.0",
   "python-dotenv>=1.2.2,<2.0.0",
   "PyYAML>=6.0,<7.0",
diff --git a/uv.lock b/uv.lock
index da85688..151e4ef 100644
--- a/uv.lock
+++ b/uv.lock
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 [[package]]
 name = "networkx"
 version = "3.6.1"
@@ -1901,32 +1910,30 @@ wheels = [
 
 [[package]]
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+version = "1.9.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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 [[package]]
@@ -2088,7 +2095,7 @@ requires-dist = [
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