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Learning Multi-modal Similarity [article]

Brian McFee, Gert Lanckriet
2010 arXiv   pre-print
Our experiments here replicate and extend previous work on this data set (McFee and Lanckriet, 2009a) .  ...  First, we develop the partial order embedding (POE) framework (McFee and Lanckriet, 2009b) , which allows us to use graph-theoretic algorithms to filter a collection of subjective similarity measurements  ... 
arXiv:1008.5163v1 fatcat:demnetxmlfadtit6mxbsxfsniy

Hypergraph Models Of Playlist Dialects

Brian McFee, Gert R. G. Lanckriet
2012 Zenodo  
[TODO] Add abstract here.
doi:10.5281/zenodo.1415618 fatcat:ecmoyau3gjeybbsduihyz4vnii

Analyzing Song Structure With Spectral Clustering

Brian McFee, Dan Ellis
2014 Zenodo  
McFee, Daniel P.W.  ...  Attribution: Brian McFee, Daniel P.W. Ellis. "Analyzing song structure with spectral clustering", 15th International Society for Music Information Retrieval Conference, 2014.  ... 
doi:10.5281/zenodo.1415778 fatcat:iy6xffzum5hcvkrztmjt47wqqm

The Natural Language Of Playlists

Brian McFee, Gert R. G. Lanckriet
2011 Zenodo  
[TODO] Add abstract here.
doi:10.5281/zenodo.1418119 fatcat:vddmegq4ovauxi2i7z4hpq67sq

Learning content similarity for music recommendation [article]

Brian McFee, Luke Barrington, Gert Lanckriet
2011 arXiv   pre-print
McFee and Lanckriet [10] develop a metric learning algorithm for triplet comparisons as described above.  ... 
arXiv:1105.2344v1 fatcat:tclay6uy4rahzncoxpsizjfi4a

Heterogeneous Embedding For Subjective Artist Similarity

Brian McFee, Gert R. G. Lanckriet
2009 Zenodo  
[TODO] Add abstract here.
doi:10.5281/zenodo.1416283 fatcat:icznfnhs3naz5ikpd4gcyzkon4

Learning Similarity From Collaborative Filters

Brian McFee, Luke Barrington, Gert R. G. Lanckriet
2010 Zenodo  
[TODO] Add abstract here.
doi:10.5281/zenodo.1416198 fatcat:52kdtot5prfjpc5kxcjlmqqf4i

Improving Structure Evaluation Through Automatic Hierarchy Expansion

Brian McFee, Katherine Kinnaird
2019 Zenodo  
Attribution: Brian McFee, Katherine M. Kinnaird.  ...  McFee, Katherine M.  ... 
doi:10.5281/zenodo.3527764 fatcat:xapdvgihhvgrdics7vov2b6gji

A Plan For Sustainable Mir Evaluation

Brian McFee, Eric J. Humphrey, Julián Urbano
2016 Zenodo  
Attribution: Brian McFee, Eric J. Humphrey, Julián Urbano. "A Plan for Sustainable MIR Evaluation", 17th International Society for Music Information Retrieval Conference, 2016.  ...  Each of these components, while requiring some engineering and organizational efforts, are achievable goals with the help of the ISMIR community. c Brian McFee, Eric J. Humphrey, Julián Urbano.  ... 
doi:10.5281/zenodo.1417775 fatcat:qaerpvtzjvbbpdprdwp6a64f7q

Hierarchical Evaluation Of Segment Boundary Detection

Brian McFee, Oriol Nieto, Juan Pablo Bello
2015 Zenodo  
ACKNOWLEDGEMENTS BM acknowledges support from the Moore-Sloan Data Science Environment at NYU. c Brian McFee, Oriol Nieto, Juan P. Bello.  ...  Attribution: Brian McFee, Oriol Nieto, Juan P. Bello. "Hierarchical Evaluation of Segment Boundary Detection", 16th International Society for Music Information Retrieval Conference, 2015.  ... 
doi:10.5281/zenodo.1414866 fatcat:x3f6ivjdxnentmrlnlijygtja4

Structured Training For Large-Vocabulary Chord Recognition

Brian McFee, Juan Pablo Bello
2017 Zenodo  
Attribution: Brian McFee 1,2 , Juan Pablo Bello 2 .  ...  We thank the NVIDIA Corporation for the donation of a Tesla K40 GPU. c Brian McFee 1,2 , Juan Pablo Bello 2 . Licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0).  ... 
doi:10.5281/zenodo.1414879 fatcat:k4znkiqsk5dxzjrd7kedmspvua

Collaborative Filtering Based On P2P Networks

Noam Koenigstein, Gert R. G. Lanckriet, Brian McFee, Yuval Shavitt
2010 Zenodo  
[TODO] Add abstract here.
doi:10.5281/zenodo.1415620 fatcat:rnpb7volizb5rm5ypegffdd74m

Large-Scale Music Similarity Search With Spatial Trees

Brian McFee, Gert R. G. Lanckriet
2011 Zenodo  
[TODO] Add abstract here.
doi:10.5281/zenodo.1414930 fatcat:riuaxhd5q5ca7kdpmb6shlxnjy

A Software Framework For Musical Data Augmentation

Brian McFee, Eric J. Humphrey, Juan Pablo Bello
2015 Zenodo  
[TODO] Add abstract here.
doi:10.5281/zenodo.1418364 fatcat:oatnhyf5q5ckfgoklkpx6tm4mi

Enhanced Hierarchical Music Structure Annotations via Feature Level Similarity Fusion [article]

Christopher J. Tralie, Brian McFee
2019 arXiv   pre-print
We describe a novel pipeline to automatically discover hierarchies of repeated sections in musical audio. The proposed method uses similarity network fusion (SNF) to combine different frame-level features into clean affinity matrices, which are then used as input to spectral clustering. While prior spectral clustering approaches to music structure analysis have pre-processed affinity matrices with heuristics specifically designed for this task, we show that the SNF approach directly yields
more » ... ntations which agree better with human annotators, as measured by the "L-measure" metric for hierarchical annotations. Furthermore, the SNF approach immediately supports arbitrarily many input features, allowing us to simultaneously discover structure encoded in timbral, harmonic, and rhythmic representations without any changes to the base algorithm.
arXiv:1902.01023v1 fatcat:fnsdq4s2vnezvbcoebxcmi23be
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