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Singing/Humming Transcription as a New Task for MIREX-2014

Singing/Humming Transcription as a New Task for MIREX-2014. Jyh-Shing Roger Jang. Singing/Humming Transcription. Dataset Based on QBSH dataset What needs to be done on top of the dataset Alignment between each MIDI and recording via DTW Key transposition to have note pitch in integer

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Singing/Humming Transcription as a New Task for MIREX-2014

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  1. Singing/Humming Transcription as a New Task for MIREX-2014 Jyh-ShingRoger Jang

  2. Singing/Humming Transcription • Dataset • Based on QBSH dataset • What needs to be done on top of the dataset • Alignment between each MIDI and recording via DTW • Key transposition to have note pitch in integer • Human checkup and correction (so the dataset won’t be big) • Test set • Another QBSH dataset that has gone through the same process for groundtruth generation • Performance evaluation • Transposition-invariant edit distance of music notes • …

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