toolkit 1.0.1

worker-toolkit-potion-polyglot-v1.0.1/repos/potion-voice/voice-cloning/utils/matching_utils.py

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+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+import textdistance
+
+
+#
+# Name matching via textual similarity search
+#     + Returns two (normalised) distance measures: the Jaro-Winkler Distance and the regular Levenshtein Distance
+#
+def match_name_textualsim(name1, name2):
+    jaro_winkler = textdistance.jaro_winkler.normalized_similarity(name1, name2)
+    levenshtein = textdistance.levenshtein.normalized_similarity(name1, name2)
+
+    return jaro_winkler, levenshtein
+
+
+#
+# Name matching via phonetic matching algorithm (using the normalised Match Rating Approach)
+#
+def match_name_mra(name1, name2):
+    return textdistance.mra.normalized_similarity(name1, name2)