Update README.md

README.md

@@ -24,9 +24,9 @@ Note: Results have been obtained using [test scripts](https://github.com/kamilak
 
 diarizers-community comes with: 
 
-- [diarizers](https://github.com/kamilakesbi/diarizers/tree/main)a library for fine-tuning pyannote speaker diarization models using the Hugging Face ecosystem.
+- [diarizers](https://github.com/kamilakesbi/diarizers/tree/main) is a library for fine-tuning pyannote speaker diarization models using the Hugging Face ecosystem.
 
-- A google colab [notebook](https://colab.research.google.com/github/kamilakesbi/notebooks/blob/main/fine_tune_pyannote.ipynb), whith a step-by-step guide on how to use diarizers. 
+- A google colab [notebook](https://colab.research.google.com/github/kamilakesbi/notebooks/blob/main/fine_tune_pyannote.ipynb), with a step-by-step guide on how to use diarizers. 
 
 
 Edit this `README.md` markdown file to author your organization card.