diff --git a/receipts/clustering_example.sh b/receipts/clustering_example.sh
new file mode 100644
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+++ b/receipts/clustering_example.sh
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+# Don't forget to install volia before or to run it in volia root directory.
+# You can uncomment "debug" flag parameter to see print dedicated to the debug.
+
+# Example k-means with (default) euclidian distance
+python -m volia.clustering \
+  --features "example/feats_example.txt" \
+  --lst "example/example.lst" \
+  -k 4 \
+  --output "tests/kmeans_on_example.pkl" \
+  #--debug
+
+python -m volia.clustering measure \
+  --measure "entropy" "v-measure" "homogeneity" "completeness" "purity" \
+  --features "example/feats_example.txt" \
+  --lst "example/example.lst" \
+  --truelabels "example/utt2grp_example" \
+  --model "tests/kmeans_on_example.pkl" \
+  --modeltype "k-means"
+
+
+# Example k-means with mahalanobis distance
+python -m volia.clustering kmeans \
+  --features "example/feats_example.txt" \
+  --lst "example/example.lst" \
+  -k 4 \
+  --output "tests/kmeans_mahalanobis_on_example.pkl" \
+  --mahalanobis
+  #-- debug
+
+python -m volia.clustering measure \
+  --measure "entropy" "v-measure" "homogeneity" "completeness" "purity" \
+  --features "example/feats_example.txt" \
+  --lst "example/example.lst" \
+  --truelabels "example/utt2grp_example" \
+  --model "kmeans_mahalanobis_on_example.pkl" \
+  --modeltype "k-means-mahalanobis"
\ No newline at end of file
diff --git a/receipts/example/example.lst b/receipts/example/example.lst
new file mode 100644
index 0000000..8942a6f
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+++ b/receipts/example/example.lst
@@ -0,0 +1,40 @@
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diff --git a/receipts/example/feats_example.txt b/receipts/example/feats_example.txt
new file mode 100644
index 0000000..64fb778
--- /dev/null
+++ b/receipts/example/feats_example.txt
@@ -0,0 +1,40 @@
+00001 9.9777948745 5.0097253094
+00002 9.5229160451 5.1065689857
+00003 10.0683032257 5.0929926845
+00004 10.4190537483 5.0436588347
+00005 10.2489220003 4.764469118
+00006 10.0102482307 5.1295142096
+00007 10.0132105155 4.975514489
+00008 9.6582134421 5.3718089569
+00009 10.3687320788 5.0070660353
+00010 10.0206559865 5.0782852429
+00011 5.3790591998 10.5482455864
+00012 4.8410845425 9.393727279
+00013 4.7244926286 9.7959140641
+00014 4.8898252527 9.8588087418
+00015 4.9001782344 9.8886957353
+00016 4.7953159294 10.1760344582
+00017 4.987703639 10.2005482342
+00018 5.4247526431 9.4028065528
+00019 5.1492437327 9.6273676282
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+00033 -0.4310357985 5.1511811554
+00034 -0.3548044058 4.9971822733
+00035 -0.2065391374 4.6706733169
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+00038 0.4665682914 4.8223001752
+00039 0.2108448666 5.0367557812
+00040 -0.3157195455 5.4294636419
\ No newline at end of file
diff --git a/receipts/example/utt2grp_example b/receipts/example/utt2grp_example
new file mode 100644
index 0000000..346b9a4
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+++ b/receipts/example/utt2grp_example
@@ -0,0 +1,40 @@
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