Update README.md

README.md

@@ -20,21 +20,21 @@ For more information about NeLF and the research, visit [**our website**](nelfpr
 
 ## Models
 
-We host several models, which are specifically tailored to the processing of Flemish Dutch speech.
+We host several models, which are specifically tailored to the processing of Flemish Dutch speech. Further details and instructions for usage of the models can be found in the respective repositories.
 
 
 ### Automatic Speech Recognition (ASR)
 
--- **ASR_subtitles_v2**: Our best and latest Automatic Speech Recognition and Subtitle Generation model trained on 14000 hours of Flemish broadcast subtitled speech data. 
+-- **ASR_subtitles_v2** (Recommended): The second version of our Automatic Speech Recognition and Subtitle Generation model, with improved architecture and trained on 14000 hours of Flemish broadcast subtitled speech data. 
 It can generate both an exact verbatim transcription with annotation tags as well as a fully formatted and cleaned up subtitle transcription.
 
--- **ASR_subtitles_v1**: The first version of the ASR and Subtitling model (separate decoders) trained on 2000 hours of Flemish data.
+-- **ASR_subtitles_v1**: The first version of the ASR and Subtitling model trained on 2000 hours of Flemish data.
 
--- **ASR_verbatim_v1**: The first version of the ASR and Subtitling model (separate decoders) trained on 2000 hours of Flemish data, converted to a simple verbatim ASR model.
+-- **ASR_verbatim_v1**: The first version of the ASR and Subtitling model trained on 2000 hours of Flemish data, converted to a simple verbatim ASR model.
 
 -- **Whisper_large_VL**: Will be added shortly.
 
 ### Speaker Diarization and Identification
 
-Will be added shortly.
+-- **ecapa2_diarization**: Will be added shortly.