Update README.md

README.md

@@ -52,7 +52,7 @@ for root, dirs, files in os.walk(test/):
   test_dataset= load_dataset("json", data_files=[os.path.join(root,i) for i in files],split="train")
 
 #Remove unnecessary chars
-chars_to_ignore_regex = '[\,\?\.\!\-\;\:\"\“\%\‘\”]'
+chars_to_ignore_regex = '[\\,\\?\\.\\!\\-\\;\\:\\"\\“\\%\\‘\\”]'
 def remove_special_characters(batch):
     batch["sentence"] = re.sub(chars_to_ignore_regex, '', batch["sentence"]).lower() + " "
     return batch
@@ -99,7 +99,7 @@ import re
 for root, dirs, files in os.walk(test/):
   test_dataset = load_dataset("json", data_files=[os.path.join(root,i) for i in files],split="train")
 
-chars_to_ignore_regex = '[\,\?\.\!\-\;\:\"\“\%\‘\”]'
+chars_to_ignore_regex = '[\\,\\?\\.\\!\\-\\;\\:\\"\\“\\%\\‘\\”]'
     batch["sentence"] = re.sub(chars_to_ignore_regex, '', batch["sentence"]).lower() + " "
     return batch
 
@@ -149,7 +149,7 @@ The script used for training can be found [here](https://colab.research.google.c
 
 # Collaborators on this project
 
-  - Chris C. Emezue  ([Twitter](https://twitter.com/ChrisEmezue))(chris.emezue@gmail.com)
-  - Bonaventure F.P. Dossou ([Twitter](https://twitter.com/bonadossou))(femipancrace.dossou@gmail.com)
+  - Chris C. Emezue  ([Twitter](https://twitter.com/ChrisEmezue))|(chris.emezue@gmail.com)
+  - Bonaventure F.P. Dossou (HuggingFace Username: [bonadossou](https://huggingface.co/bonadossou))|([Twitter](https://twitter.com/bonadossou))|(femipancrace.dossou@gmail.com)
       
 ## This is a joint project continuing our research on [OkwuGbé: End-to-End Speech Recognition for Fon and Igbo](https://arxiv.org/abs/2103.07762)