Update README.md

README.md

@@ -28,8 +28,8 @@ on [aGender](https://paperswithcode.com/dataset/agender),
 [Mozilla Common Voice](https://commonvoice.mozilla.org/), 
 [Timit](https://catalog.ldc.upenn.edu/LDC93s1) and 
 [Voxceleb 2](https://www.robots.ox.ac.uk/~vgg/data/voxceleb/vox2.html).
-In this version of the model we only trained 
-the first six transformer layers and.
+For this version of the model we only trained 
+the first six transformer layers.
 An [ONNX](https://onnx.ai/") export of the model is available from 
 [doi:10.5281/zenodo.7761387](https://doi.org/10.5281/zenodo.7761387). 
 Further details are given in the associated [paper](https://arxiv.org/abs/2306.16962)