Fixes

Author: alexbuckgit

articles/cognitive-services/Speech-Service/how-to-custom-speech-test-and-train.md

@@ -187,7 +187,7 @@ Additionally, you'll want to account for the following restrictions:
 
 ## Structured text data for training (Public Preview)
 
-Often the expected utterances follow a certain pattern. One common pattern is that utterances only differ by words or phrases from a list. Examples of this could be “I have a question about `product`,” where `product` is a list of possible products. Or, “Make that `object` `color`,” where `object` is a list of geometric shapes and `color` is a list of colors. To simplify the creation of training data and to enable better modeling inside the Custom Language Model, you can use a structured text in markdown format to define lists of items and then reference these inside your training utterances. Additionally, the markdown format also supports specifying the phonetic pronunciation of words. The markdown format shares its format with the `.lu` markdown used to train Language Understanding models, in particular list entities and example utterances. See the <a href="/azure/bot-service/file-format/bot-builder-lu-file-format?view=azure-bot-service-4.0" target="_blank">`.lu` file format</a> doc for more information on the complete `.lu` markdown. 
+Often the expected utterances follow a certain pattern. One common pattern is that utterances only differ by words or phrases from a list. Examples of this could be “I have a question about `product`,” where `product` is a list of possible products. Or, “Make that `object` `color`,” where `object` is a list of geometric shapes and `color` is a list of colors. To simplify the creation of training data and to enable better modeling inside the Custom Language Model, you can use a structured text in markdown format to define lists of items and then reference these inside your training utterances. Additionally, the markdown format also supports specifying the phonetic pronunciation of words. The markdown format shares its format with the `.lu` markdown used to train Language Understanding models, in particular list entities and example utterances. See the <a href="/azure/bot-service/file-format/bot-builder-lu-file-format" target="_blank">`.lu` file format</a> doc for more information on the complete `.lu` markdown. 
 
 Here is an example of the markdown format: