Update README.md

README.md

@@ -26,14 +26,18 @@ For more information regarding this model, please checkout our paper
 ## Model Description
 
 <!-- Provide a longer summary of what this model is. -->
-Two versions of pretrained W2V2 models are available:
+Two versions of pretrained W2V2 models **using fairseq** are available:
 
-- **LB1100/checkpoint_best.pt** pretrained using 1100-hour of LB home recordings collected from 110 families of children under 5-year-old
-- **LL4300/checkpoint_best.pt** pretrained using 1100-hour of LB home recordings collected from 110 families + 3200-hour of LENA home recordings from 275 families of children under 5-year-old
+- **LB_1100/checkpoint_best.pt**: pretrained using 1100-hour of LB home recordings collected from 110 families of children under 5-year-old
+- **LL_4300/checkpoint_best.pt**: pretrained using 1100-hour of LB home recordings collected from 110 families + 3200-hour of LENA home recordings from 275 families of children under 5-year-old
+
+One version of fine-tuned W2V2 models on labeled LB and LENA data **using SpeechBrain** is available:
+- **LL_4300_fine_tuned**: fine-tuned on labeled LB and LENA home recordings + labeled lab recordings 
 
 Two pretrained ECAPA-TDNN speaker embeddings are available:
-- **ECAPA_TDNN_LB/embedding_model.ckpt** pretrained using 12-hour of labeled LB home recordings collected from 22 families of infants under 14-month-old
-- **ECAPA_TDNN_LB_LENA/embedding_model.ckpt** pretrained using 12-hour of labeled LB home recordings collected from 22 families + 18-hour of labeled LENA home recordings from 30 families of infants under 14-month-old
+- **ECAPA_TDNN_LB/embedding_model.ckpt**: pretrained using 12-hour of labeled LB home recordings collected from 22 families of infants under 14-month-old
+- **ECAPA_TDNN_LB_LENA/embedding_model.ckpt**: pretrained using 12-hour of labeled LB home recordings collected from 22 families + 18-hour of labeled LENA home recordings from 30 families of infants under 14-month-old
+
 
 ## Uses
 **We develop our complete fine-tuning recipe using SpeechBrain toolkit available at**