76 citations · 284 across the 16 of their papers we have counts for
3 papers · 1 filter
A Large-Scale Study of Language Models for Chord Prediction
Filip Korzeniowski, David R. W. Sears, Gerhard Widmer
We conduct a large-scale study of language models for chord prediction. Specifically, we compare N-gram models to various flavours of recurrent neural networks on a comprehensive d…
End-to-End Musical Key Estimation Using a Convolutional Neural Network
Filip Korzeniowski, Gerhard Widmer
We present an end-to-end system for musical key estimation, based on a convolutional neural network. The proposed system not only out-performs existing key estimation methods propo…
A Fully Convolutional Deep Auditory Model for Musical Chord Recognition
Filip Korzeniowski, Gerhard Widmer
Chord recognition systems depend on robust feature extraction pipelines. While these pipelines are traditionally hand-crafted, recent advances in end-to-end machine learning have b…