diff --git a/python/README.rst b/python/README.rst
index 7d8ce3c4c5b67f2bdc4a041f194d150b0acc1c62..5ffe9f768f12e01a7827261e111df6105f8ec54b 100755
--- a/python/README.rst
+++ b/python/README.rst
@@ -1,7 +1,7 @@
 tffpy
 =====
 
-:py:mod:tffpy: is a Python package for time-frequency fading using Gabor
+:py:mod:`tffpy` is a Python package for time-frequency fading using Gabor
 multipliers based on the work in paper *Time-frequency fading algorithms
 based on Gabor multipliers* by A. Marina Krémé, Valentin Emiya, Caroline
 Chaux and Bruno Torré́sani, 2020.
@@ -16,7 +16,7 @@ Install the current release with ``pip``::
 Download the data from `this link <https://gitlab.lis-lab
 .fr/skmad-suite/tff2020/-/tree/master/data>`.
 
-Then run function :py:fun:tffpy.utils.generate_config(): in order to create
+Then run function :py:fun:`tffpy.utils.generate_config`: in order to create
 a configuration file and modify it to specify the path to your data folder.
 The location of the configuration file is given by function
 :py:fun:tffpy.utils.get_config_file():.