diff --git a/CHANGELOG.md b/CHANGELOG.md
index 7f67f4b..788e7a6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ---
 ---
 
+## 0.3.2 - 2024-01
+### Fixed
+  - Support fixing the model variance of (multimodal) CorrNMF models during training
+
 ## 0.3.1 - 2023-12
 ### Fixed
   - Improve signature, history and embedding plots
@@ -16,7 +20,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 ### Added
   - Support a sample-weigted KL-divergence loss in KL-NMF
   - Support a sample-weighted sparsity regularization in KL-NMF
-  - Support fixing signature and sample biases in (multimodal) CorrNMF during inference
+  - Support fixing signature and sample biases of (multimodal) CorrNMF models during training
 
 ## 0.2.1 - 2023-10
 ### Fixed
@@ -25,7 +29,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## 0.2.0 - 2023-10
 ### Added
-  - Support fixing arbitrary many a priori known signatures during inference
+  - Support fixing arbitrary many a priori known signatures during model training
   - Improved performance with just-in-time compiled update rules
 
 ## 0.1.0 - 2023-10
diff --git a/pyproject.toml b/pyproject.toml
index 98a23a9..1872680 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "salamander-learn"
-version = "0.3.1"
+version = "0.3.2"
 description = "Salamander is a non-negative matrix factorization framework for signature analysis"
 license = "MIT"
 authors = ["Benedikt Geiger"]
diff --git a/src/salamander/__init__.py b/src/salamander/__init__.py
index 8198b35..59d4511 100644
--- a/src/salamander/__init__.py
+++ b/src/salamander/__init__.py
@@ -8,7 +8,7 @@
 from .nmf_framework.mvnmf import MvNMF
 from .plot import set_salamander_style
 
-__version__ = "0.3.1"
+__version__ = "0.3.2"
 __all__ = ["CorrNMFDet", "KLNMF", "MvNMF", "MultimodalCorrNMF"]