TY  - CONF
T1  - Enhanced peak picking for onset detection with recurrent neural networks
T2  - Proceedings of the 6th International Workshop on Machine Learning and Music
Y1  - 2013
A1  - Sebastian Böck
A1  - Schlüter, Jan
A1  - Widmer, Gerhard
KW  - onset detection
KW  - peak-picking
AB  - <p>We present a new neural network based peak-picking algorithm for common onset detection functions. Compared to existing hand-crafted methods it yields a better performance and leads to a much lower number of false negative detections. The performance is evaluated on basis of a huge dataset with over 25k annotated onsets and shows a significant improvement over existing methods in cases of signals with previously unknown levels.</p>
JF  - Proceedings of the 6th International Workshop on Machine Learning and Music
CY  - Prague, Czech Republic
ER  -