Update README.md

README.md

@@ -7,10 +7,9 @@ Fine-tuned facebook/wav2vec2-large on English using the UISpeech Corpus. When us
 
 The script used for training can be found here: https://github.com/amceejay/HIYACCENT-NE-Speech-Recognition-System
 
-Usage
-The model can be used directly (without a language model) as follows...
+##Usage: The model can be used directly (without a language model) as follows...
 
-Using the ASRecognition library:
+#Using the ASRecognition library:
 from asrecognition import ASREngine
 
 asr = ASREngine("fr", model_path="codeceejay/HIYACCENT_Wav2Vec2")
@@ -20,7 +19,7 @@ transcriptions = asr.transcribe(audio_paths)
 
 
 
-Writing your own inference speech: 
+##Writing your own inference speech: 
 import torch
 import librosa
 from datasets import load_dataset