Ensemble: A Hybrid Human-Machine System for Generating Melody Scores from Audio

@inproceedings{Tse2016EnsembleAH,
  title={Ensemble: A Hybrid Human-Machine System for Generating Melody Scores from Audio},
  author={Tim Tse and Justin Salamon and Alex C. Williams and Helga Jiang and Edith Law},
  booktitle={ISMIR},
  year={2016}
}
Music transcription is a highly complex task that is difficult for automated algorithms, and equally challenging to people, even those with many years of musical training. Furthermore, there is a shortage of high-quality datasets for training automated transcription algorithms. In this research, we explore a semi-automated, crowdsourced approach to generate music transcriptions, by first running an automatic melody transcription algorithm on a (polyphonic) song to produce a series of discrete… CONTINUE READING

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