diff --git a/armadillo-12.0.1.tar.xz b/armadillo-12.0.1.tar.xz
deleted file mode 100644
index 9ee8546..0000000
--- a/armadillo-12.0.1.tar.xz
+++ /dev/null
@@ -1,3 +0,0 @@
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-oid sha256:230a5c75daad52dc47e1adce8f5a50f9aa4e4354e0f1bb18ea84efa2e70e20df
-size 6802568
diff --git a/armadillo-12.2.0.tar.xz b/armadillo-12.2.0.tar.xz
new file mode 100644
index 0000000..1cf2a66
--- /dev/null
+++ b/armadillo-12.2.0.tar.xz
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0dce042297e865add3351dad77f78c2c7638d6632f58357b015e50edcbd2186
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diff --git a/armadillo.changes b/armadillo.changes
index 8a570a9..004afa7 100644
--- a/armadillo.changes
+++ b/armadillo.changes
@@ -1,3 +1,13 @@
+-------------------------------------------------------------------
+Fri Apr 21 07:20:02 UTC 2023 - Atri Bhattacharya <badshah400@gmail.com>
+
+- Update to version 12.2.0:
+  * More efficient use of FFTW3 by fft() and ifft().
+  * Faster in-place element-wise multiplication of sparse matrices
+    by dense matrices.
+  * Added spsolve_factoriser class to allow reuse of sparse matrix
+    factorisation for solving systems of linear equations.
+
 -------------------------------------------------------------------
 Tue Mar 14 11:33:55 UTC 2023 - Atri Bhattacharya <badshah400@gmail.com>
 
diff --git a/armadillo.spec b/armadillo.spec
index 18f034f..4e556eb 100644
--- a/armadillo.spec
+++ b/armadillo.spec
@@ -18,7 +18,7 @@
 
 %define soname libarmadillo12
 Name:           armadillo
-Version:        12.0.1
+Version:        12.2.0
 Release:        0
 Summary:        C++ matrix library with interfaces to LAPACK and ATLAS
 License:        Apache-2.0