Polyphonic Music Modelling with LSTM-RTRBM

@inproceedings{Lyu2015PolyphonicMM,
  title={Polyphonic Music Modelling with LSTM-RTRBM},
  author={Qi Lyu and Zhiyong Wu and Jun Zhu},
  booktitle={ACM Multimedia},
  year={2015}
}
Recent interest in music information retrieval and related technologies is exploding. However, very few of the existing techniques take advantage of the recent advancements in neural networks. The challenges of developing effective browsing, searching and organization techniques for the growing bodies of music collections call for more powerful statistical models. In this paper, we present LSTM-RTRBM, a new neural network model for the problem of creating accurate yet flexible models of… CONTINUE READING