Update README.md

README.md

@@ -47,7 +47,7 @@ Building on [MERaLiON-SpeechEncoder-v1](https://huggingface.co/MERaLiON/MERaLiON
 The model retains near state-of-the-art results on the SUPERB benchmark for English, and showcases strong multilingual capabilities demonstrated through its integration into a [high-performance ASR system](#automatic-speech-recognition-asr).
 
 #### Innovative pre-training techniques
-MERaLiON-SpeechEncoder-2 was trained from scratch with a **novel extension of the BEST-RQ** self-supervised objective, by using more informative latent targets. We also adopted the **Muon optimizer**, which has previously only been shown to outperform the wide-used AdamW optimizer for LLM training. We find its advantages also carry over to speech-based models. 
+MERaLiON-SpeechEncoder-2 was trained from scratch with a **novel extension of the BEST-RQ** self-supervised objective, by using more informative latent targets. We also adopted the **Muon optimizer**, which has previously only been shown to outperform the widely-used AdamW optimizer for LLM training. We find its advantages also carry over to speech-based models. 
  
 ## Model Summary