From a39991b92db46127ad3a3ec87cd0a933b18c8013 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Cl=C3=A9ment=20Pag=C3=A9s?=
 <55240756+clement-pages@users.noreply.github.com>
Date: Fri, 18 Oct 2024 10:44:24 +0200
Subject: [PATCH] fix(community): replace `cpwer` by `min_cpwer` in cpwer
 breakdown

---
 tutorials/community/eval_separation_pipeline.ipynb | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/tutorials/community/eval_separation_pipeline.ipynb b/tutorials/community/eval_separation_pipeline.ipynb
index 354fbfd99..1f5cf4e51 100644
--- a/tutorials/community/eval_separation_pipeline.ipynb
+++ b/tutorials/community/eval_separation_pipeline.ipynb
@@ -826,6 +826,7 @@
         "from meeteval.wer.wer.cp import cp_word_error_rate\n",
         "\n",
         "min_error_rate = 1.0\n",
+        "min_cpwer = None\n",
         "\n",
         "all_permutations = list(permutations(predictions, len(references)))\n",
         "\n",
@@ -834,7 +835,7 @@
         "    cpwer = cp_word_error_rate(references, list(permutation))\n",
         "    if cpwer.error_rate < min_error_rate:\n",
         "        min_error_rate = cpwer.error_rate\n",
-        "        min_cpwer = cpwer\n"
+        "        min_cpwer = cpwer"
       ]
     },
     {
@@ -861,10 +862,10 @@
         }
       ],
       "source": [
-        "C = cpwer.length - cpwer.errors\n",
-        "S = cpwer.substitutions\n",
-        "D = cpwer.deletions\n",
-        "I = cpwer.insertions\n",
+        "C = min_cpwer.length - min_cpwer.errors\n",
+        "S = min_cpwer.substitutions\n",
+        "D = min_cpwer.deletions\n",
+        "I = min_cpwer.insertions\n",
         "deletion_rate = D / (C + S + D) * 100\n",
         "insertion_rate = I / (C + S + D) * 100\n",
         "substitution_rate = S / (C + S + D) * 100\n",
@@ -873,7 +874,7 @@
         "print(f\"Substitution rate: {substitution_rate:.1f}%\")\n",
         "print(f\"Deletion rate: {deletion_rate:.1f}%\")\n",
         "print(f\"Insertion rate: {insertion_rate:.1f}%\")\n",
-        "print(f\"Total WER: {cpwer.error_rate * 100:.1f}%\")"
+        "print(f\"Total WER: {min_cpwer.error_rate * 100:.1f}%\")"
       ]
     },
     {