58 citations · 60 across the 3 of their papers we have counts for
4 papers
Spectral Visibility Graphs: Application to Similarity of Harmonic Signals
Delia Fano Yela, Dan Stowell, Mark Sandler
Graph theory is emerging as a new source of tools for time series analysis. One promising method is to transform a signal into its visibility graph, a representation which captures…
Convolutional Recurrent Neural Networks for Music Classification
Keunwoo Choi, George Fazekas, Mark Sandler +1
We introduce a convolutional recurrent neural network (CRNN) for music tagging. CRNNs take advantage of convolutional neural networks (CNNs) for local feature extraction and recurr…
Towards Music Captioning: Generating Music Playlist Descriptions
Keunwoo Choi, George Fazekas, Brian McFee +2
Descriptions are often provided along with recommendations to help users' discovery. Recommending automatically generated music playlists (e.g. personalised playlists) introduces t…
Frugal Streaming for Estimating Quantiles:One (or two) memory suffices
Qiang Ma, S. Muthukrishnan, Mark Sandler
Modern applications require processing streams of data for estimating statistical quantities such as quantiles with small amount of memory. In many such applications, in fact, one…