Concepedia

Transfer Learning For Music Classification And Regression Tasks.

Keunwoo Choi, György Fazekas, M. Sandler, Kyunghyun Cho

Queen Mary Research Online (Queen Mary University of London) · 2017 · 55 citations · 11 references

Open access

Concepts

ComputingData ScienceFeature EngineeringMusic AnalysisMusic PsychologyDeep LearningMulti-task LearningMusic LearningSupervised LearningTransfer LearningFeature TransferMusic ClassificationMusic Feature ExtractionMusic Representation LearningMusic TaggingRepresentation TransferTransfer Learning FeaturesTransferable Representation Learning

Abstract

[TODO] Add abstract here.

References

11

Extreme learning machine: a new learning scheme of feedforward neural networks

Guang-Bin Huang, Qin‐Yu Zhu, Chee‐Kheong Siew · 2005 · 4.1K citations

Computing, Computer Science, Algorithms +10

A Dataset and Taxonomy for Urban Sound Research

Justin Salamon, Christopher Jacoby, Juan Pablo Bello · 2014 · 1.3K citations

Computing, Data Science, Acoustics +16

The Million Song Dataset

Thierry Bertin-Mahieux, Daniel P. W. Ellis, Brian Whitman et al. · 2011 · 831 citations · Full text

Computing, Computer Science, Data Science +12

Self-adaptive harmony search algorithm for optimization

Chia-Ming Wang, Yin‐Fu Huang · Expert Systems with Applications · 2009 · 289 citations

Computing, Computer Science, Algorithms +10

SoundNet: Learning Sound Representations from Unlabeled Video

Yusuf Aytar, Carl Vondrick, Antonio Torralba · arXiv (Cornell University) · 2016 · 233 citations · Full text

Computing, Computer Science, Acoustics +16