Update README.md

README.md

@@ -1,3 +1,26 @@
+---
+license: mit
+tags:
+- guitar
+- mir
+- midi
+- transcription
+- musicxml
+size_categories:
+- n<1K
+---
 # GAPS Dataset (Guitar-Aligned Performance Scores)
 
 - [Metadata (Google Sheets)](https://docs.google.com/spreadsheets/d/1vxhLMUoAFNPZSRsakqBATSs9f2BDJS0Jb3dbA65v5p0/edit?usp=sharing)
+- [Paper (ArXiv)](https://arxiv.org/abs/2408.08653)
+
+300 solo guitar performances with accurately aligned MIDI and musicxml scores.
+
+## Update: version 1.1
+
+- audio now included
+- fixed scorehash case sensitive clashes (thanks Daniel Wägner for pointing this out)
+
+## Abstract
+
+> We introduce GAPS (Guitar-Aligned Performance Scores), a new dataset of classical guitar performances, and a benchmark guitar transcription model that achieves state-of-the-art performance on GuitarSet in both supervised and zero-shot settings. GAPS is the largest dataset of real guitar audio, containing 14 hours of freely available audio-score aligned pairs, recorded in diverse conditions by over 200 performers, together with high-resolution note-level MIDI alignments and performance videos. These enable us to train a state-of-the-art model for automatic transcription of solo guitar recordings which can generalise well to real world audio that is unseen during training.