diff --git a/python-nltk.changes b/python-nltk.changes
index 92cd58e..697fd51 100644
--- a/python-nltk.changes
+++ b/python-nltk.changes
@@ -5,6 +5,7 @@ Mon Dec 26 10:41:22 UTC 2022 - Matej Cepl <mcepl@suse.com>
 - Fix failing tests (gh#nltk/nltk#2969) by adding patches:
   - port-2to3.patch
   - skip-networked-test.patch
+- Clean up the SPEC to get rid of rpmlint warnings.
 
 -------------------------------------------------------------------
 Tue Mar 22 07:48:14 UTC 2022 - Matej Cepl <mcepl@suse.com>
diff --git a/python-nltk.rpmlintrc b/python-nltk.rpmlintrc
new file mode 100644
index 0000000..9816082
--- /dev/null
+++ b/python-nltk.rpmlintrc
@@ -0,0 +1 @@
+addFilter("E: zero-length /usr/lib/python3\.\d/site-packages/nltk/tbl/api\.py")
diff --git a/python-nltk.spec b/python-nltk.spec
index 6c0413e..6189c2c 100644
--- a/python-nltk.spec
+++ b/python-nltk.spec
@@ -30,6 +30,7 @@ Source0:        https://files.pythonhosted.org/packages/source/n/nltk/%{pyname}-
 # then unzip downloaded zip archive.
 # see https://www.nltk.org/data.html for more details
 Source1:        nltk_data.tar.xz
+Source99:       python-nltk.rpmlintrc
 # PATCH-FIX-UPSTREAM skip-networked-test.patch gh#nltk/nltk#2969 mcepl@suse.com
 # skip tests requiring network connection
 Patch0:         skip-networked-test.patch
@@ -93,11 +94,36 @@ development in Natural Language Processing.
 # Remove obsolete scripts
 rm tools/nltk_term_index.py tools/run_doctests.py nltk_data/corpora/semcor/semcor.py
 
-# sed -i "1,4{/\/usr\/bin\/env/d}" nltk/corpus/reader/knbc.py
-# sed -i "1,4{/\/usr\/bin\/env/d}" nltk/test/runtests.py
-# sed -i "1,4{/\/usr\/bin\/env/d}" nltk/test/unit/test_tgrep.py
-# sed -i "1,4{/\/usr\/bin\/env/d}" nltk/tgrep.py
-# sed -i "1,4{/\/usr\/bin\/env/d}" nltk/tokenize/stanford_segmenter.py
+# Fix EOL
+sed -i 's/\r/\n/g; s/\n$//' \
+    README.md \
+    nltk/corpus/reader/knbc.py \
+    nltk/test/unit/test_tgrep.py \
+    nltk/tgrep.py \
+    nltk/tokenize/stanford_segmenter.py \
+    nltk/corpus/reader/knbc.py \
+    nltk/test/unit/test_tgrep.py \
+    nltk/tgrep.py \
+    nltk/tokenize/stanford_segmenter.py \
+    nltk/corpus/reader/knbc.py \
+    nltk/test/unit/test_tgrep.py \
+    nltk/tgrep.py \
+    nltk/tokenize/stanford_segmenter.py
+
+# Remove unrequired shebangs
+sed -E -i "/#![[:space:]]*\/usr\/bin\/env python/d" \
+    nltk/tgrep.py \
+    nltk/tokenize/stanford_segmenter.py \
+    nltk/test/unit/test_tgrep.py \
+    nltk/corpus/reader/knbc.py
+
+# Switch shebangs to the standard Python interpreter
+sed -E -i "s|#![[:space:]]*%{_bindir}/env python|#!%{_bindir}/python3|" \
+    setup.py \
+    tools/global_replace.py \
+    nltk_data/corpora/pl196x/splitter.py \
+    tools/find_deprecated.py \
+    tools/svnmime.py
 
 %build
 %python_build