diff --git a/content/topic/unnatural-language-processing.md b/content/topic/unnatural-language-processing.md
index 796a4ac..6b4d219 100644
--- a/content/topic/unnatural-language-processing.md
+++ b/content/topic/unnatural-language-processing.md
@@ -7,11 +7,14 @@ has_experiments: [
# Unnatural Language Processing
-## instrument (n.), from the Latin *instruere:* to "arrange, prepare, set in order; inform, teach"
+## Word Processor
-A new 'instrument / compositional / processing tool' that appropriates methods from speech-to-text and ASR as parameters for text and audio composition and experimentation:
+ instrument (n.), from the Latin *instruere:* to "arrange, prepare, set in order; inform, teach"
+
+A new 'instrument / compositional / processing tool' that appropriates methods from speech-to-text and ASR as parameters for text and audio composition and experimentation.
+
+A public version of the {{}}[word processor](http://instrument.machinelistening.exposed/){{}} is now available with a range of preloaded transcripts.
-{{}}[word processor](http://instrument.machinelistening.exposed/){{}}
## Upcoming Session