diff --git a/README.rst b/README.rst
index 43511fdb5a71834f7940163cdb17d1d3e1f91244..1e1d504eb399fdd8a112dcf72ad7fd5b8aa29e0a 100644
--- a/README.rst
+++ b/README.rst
@@ -3,9 +3,9 @@
 .. Tue Apr  4 15:28:26 CEST 2017
 
 .. image:: http://img.shields.io/badge/docs-stable-yellow.svg
-   :target: http://pythonhosted.org/bob.kaldi/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.kaldi/stable/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.svg
-   :target: https://www.idiap.ch/software/bob/docs/latest/bob/bob.kaldi/master/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.kaldi/master/index.html
 .. image:: https://gitlab.idiap.ch/bob/bob.kaldi/badges/master/build.svg
    :target: https://gitlab.idiap.ch/bob/bob.kaldi/commits/master
 .. image:: https://gitlab.idiap.ch/bob/bob.kaldi/badges/master/coverage.svg
@@ -14,8 +14,6 @@
    :target: https://gitlab.idiap.ch/bob/bob.kaldi
 .. image:: http://img.shields.io/pypi/v/bob.kaldi.svg
    :target: https://pypi.python.org/pypi/bob.kaldi
-.. image:: http://img.shields.io/pypi/dm/bob.kaldi.svg
-   :target: https://pypi.python.org/pypi/bob.kaldi
 
 
 ===========================
@@ -30,10 +28,10 @@ processing and machine learning toolbox Bob_.
 Installation
 ------------
 
-Follow our `installation`_ instructions. Then, to install this pacakge, run::
+Follow our `installation`_ instructions. Then, to install this package, run::
 
   $ conda install bob.kaldi
-  
+
 Kaldi_ is bundled in our conda channnels as well which means installing
 bob.kaldi will automatically install Kaldi_ as well.