Update README.md

README.md

@@ -37,13 +37,13 @@ widget:
 <iframe src="https://ghbtns.com/github-btn.html?user=speechbrain&repo=speechbrain&type=star&count=true&size=large&v=2" frameborder="0" scrolling="0" width="170" height="30" title="GitHub"></iframe>
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-# Accent Identification from Speech Recordings with ECAPA embeddings on CommonAccent
+# Accent Identification from Speech Recordings with ECAPA-TDNN embeddings on CommonAccent
 
 This repository provides all the necessary tools to perform accent identification from speech recordings with [SpeechBrain](https://github.com/speechbrain/speechbrain).
 The system uses a model pretrained on the CommonAccent dataset in English (16 accents). This system is based on the CommonLanguage Recipe located here: https://github.com/speechbrain/speechbrain/tree/develop/recipes/CommonLanguage
 
 
-The provided system can recognize the following 16 languages from short speech recordings:
+The provided system can recognize the following 16 accents from short speech recordings in English (EN):
 
 ```
 african australia bermuda canada england hongkong indian ireland malaysia newzealand philippines scotland singapore southatlandtic us wales
@@ -79,7 +79,7 @@ pip install speechbrain
 Please notice that we encourage you to read our tutorials and learn more about
 [SpeechBrain](https://speechbrain.github.io).
 
-### Perform Language  Identification from Speech Recordings
+### Perform Accent Identification from Speech Recordings
 
 ```python
 import torchaudio