diff --git a/news/582.new.rst b/news/582.new.rst
new file mode 100644
index 00000000..67206a5a
--- /dev/null
+++ b/news/582.new.rst
@@ -0,0 +1 @@
+Add hook for ``librosa``.
diff --git a/requirements-test-libraries.txt b/requirements-test-libraries.txt
index f69a8c8e..785ec5af 100644
--- a/requirements-test-libraries.txt
+++ b/requirements-test-libraries.txt
@@ -127,6 +127,7 @@ scikit-learn==1.2.2; python_version >= '3.8'
 scikit-image==0.20.0; python_version >= '3.8'
 customtkinter==5.1.3
 fastparquet==2023.4.0; python_version >= '3.8'
+librosa==0.10.0.post2
 
 # ------------------- Platform (OS) specifics
 
diff --git a/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-librosa.py b/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-librosa.py
new file mode 100644
index 00000000..5bd79800
--- /dev/null
+++ b/src/_pyinstaller_hooks_contrib/hooks/stdhooks/hook-librosa.py
@@ -0,0 +1,25 @@
+# ------------------------------------------------------------------
+# Copyright (c) 2023 PyInstaller Development Team.
+#
+# This file is distributed under the terms of the GNU General Public
+# License (version 2.0 or later).
+#
+# The full license is available in LICENSE.GPL.txt, distributed with
+# this software.
+#
+# SPDX-License-Identifier: GPL-2.0-or-later
+# ------------------------------------------------------------------
+
+from PyInstaller.utils.hooks import collect_data_files, collect_submodules
+
+# Collect all data files from the package. These include:
+#  - package's and subpackages' .pyi files for `lazy_loader`
+#  - example data in librosa/util, required by `librosa.util.files`
+#  - librosa/core/intervals.msgpack, required by `librosa.core.intervals`
+#
+# We explicitly exclude `__pycache__` because it might contain .nbi and .nbc files from `numba` cache, which are not
+# re-used by `numba` codepaths in the frozen application and are instead re-compiled in user-global cache directory.
+datas = collect_data_files("librosa", excludes=['**/__pycache__'])
+
+# And because modules are lazily loaded, we need to collect them all.
+hiddenimports = collect_submodules("librosa")
diff --git a/src/_pyinstaller_hooks_contrib/tests/test_libraries.py b/src/_pyinstaller_hooks_contrib/tests/test_libraries.py
index 38573401..73f3aecb 100644
--- a/src/_pyinstaller_hooks_contrib/tests/test_libraries.py
+++ b/src/_pyinstaller_hooks_contrib/tests/test_libraries.py
@@ -1588,3 +1588,30 @@ def test_fastparquet(pyi_builder):
     pyi_builder.test_source("""
         import fastparquet
     """)
+
+
+@importorskip('librosa')
+def test_librosa(pyi_builder):
+    pyi_builder.test_source("""
+        import librosa
+
+        # Requires intervals.msgpack data file
+        import librosa.core.intervals
+
+        # Requires example files on import
+        import librosa.util.files
+    """)
+
+
+@importorskip('librosa')
+def test_librosa_util_function(pyi_builder):
+    # Test that functions from `librosa.util` that use `numba` vectorization can be run in frozen application.
+    pyi_builder.test_source("""
+        import librosa.util
+        import numpy as np
+
+        x = np.array([1, 0, 1, 2, -1, 0, -2, 1])
+        result = librosa.util.localmin(x)
+        expected = np.array([False,  True, False, False,  True, False,  True, False])
+        assert (result == expected).all()
+    """)