Neural Networks For Automatic Polyphonic Piano Music Transcription
Automatic Music Transcription is the process of producing an accurate musical representation from a polyphonic audio signal and continues to challenge state-of-the-art techniques. To produce reliable transcriptions, human transcribers must estimate the active notes within an audio sequence and apply a musical format, a task which requires extensive time and expertise. While automatic transcription techniques do not produce the same level of accuracy as human transcribers, modern machine learning techniques in the form of neural network models have recently shown improvement in the area. This ...
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