6 citations · 14 across the 4 of their papers we have counts for
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cs.SD2018
Tempo-Invariant Processing of Rhythm with Convolutional Neural Networks
Anders Elowsson
Rhythm patterns can be performed with a wide variation of tempi. This presents a challenge for many music information retrieval (MIR) systems; ideally, perceptually similar rhythms…
cs.SD2018★ 3 cited
Deep Layered Learning in MIR
Anders Elowsson
Deep learning has boosted the performance of many music information retrieval (MIR) systems in recent years. Yet, the complex hierarchical arrangement of music makes end-to-end lea…
cs.SD2018
Polyphonic Pitch Tracking with Deep Layered Learning
Anders Elowsson
This paper presents a polyphonic pitch tracking system able to extract both framewise and note-based estimates from audio. The system uses several artificial neural networks in a d…