MusicNet

MusicNet: A curated collection of labeled classical music  #music #machinelearning

  • Automatic music transcription, inferring a musical score from a recording, is a long-standing open problem in the music information retrieval community.
  • Identify precise onset times of the notes in a recording.
  • The MusicNet labels apply exclusively to Creative Commons and Public Domain recordings, and as such we can distribute and re-distribute the MusicNet labels together with their corresponding recordings.
  • MusicNet is a collection of 330 freely-licensed classical music recordings, together with over 1 million annotated labels indicating the precise time of each note every recording, the instrument that plays each note, and the note’s position in the metrical structure of the composition.
  • The labels are acquired from musical scores aligned to recordings by dynamic time warping .

MusicNet is a collection of 330 freely-licensed classical music recordings, together with over 1 million annotated labels indicating the precise time of each note every recording, the instrument that plays each note, and the note’s position in the metrical structure of the composition. The labels are acquired from musical scores aligned to recordings by dynamic time warping. The labels are verified by trained musicians; we estimate a labeling error rate of 4%. We offer the MusicNet labels to the machine learning and music communities as a resource for training models and a common benchmark for comparing results.

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Top 10 Machine Learning Algorithms

Top 10 [or Top 55] #MachineLearning Algorithms:  #abdsc #BigData #DataScience #DataMining

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  • In 2006 , the IEEE Conference on Data Mining identified the top 10 ML algorithms as
  • Added by Tim Matteson 0 Comments 0 Likes
  • The algorithms are described in the article What you wont learn in statistics classes .
  • Algorithms from graph theory (to find the shortest path in a graph, or to detect connected components), from operations research (the simplex, to optimize the supply chain), or from time series, are not listed either.

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@KirkDBorne: “Top 10 [or Top 55] #MachineLearning Algorithms: #abdsc #BigData #DataScience #DataMining”


This was the subject of a question asked on Quora: What are the top 10 data mining or machine learning algorithms?
Some modern algorithms such as collaborative…


Top 10 Machine Learning Algorithms