Update README.md

README.md

@@ -2,6 +2,9 @@
 license: cc-by-4.0
 ---
 
+# SignalTrain LA2A Dataset
+Of audio in & audio out for a LA-2A compressor unit, conditioned on knob variations.
+
 LA-2A Compressor data to accompany the paper "SignalTrain: Profiling Audio Compressors with Deep Neural Networks," 147th Audio Engineering Society Convention (AES), 2019. https://arxiv.org/abs/1905.11928 
 
 
@@ -35,4 +38,14 @@ All were had targets delayed by 8583 samples relative to inputs, and were shorte
 
 Truncated beginning of inputs to make them the same as targets. Used new script check_dataset.py to fix & overwrite earlier version:
 
-$ signaltrain/utils/check_dataset.py --fix SignalTrain_LA2A_Dataset/
+$ signaltrain/utils/check_dataset.py --fix SignalTrain_LA2A_Dataset/
+
+
+
+# Papers dataset was used in:
+
+"Efficient neural networks for real-time analog audio effect modeling" by C. Steinmetz & J. Reiss, 2021. https://arxiv.org/abs/2102.06200
+
+“Exploring quality and generalizability in parameterized neural audio effects," by W. Mitchell and S. H. Hawley, 149th Audio Engineering Society Convention (AES), 2020. https://arxiv.org/abs/2006.05584
+
+"SignalTrain: Profiling Audio Compressors with Deep Neural Networks," 147th Audio Engineering Society Convention (AES), 2019. https://arxiv.org/abs/1905.11928