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Learning and Evaluation Methodologies for Polyphonic Music Sequence Prediction with LSTMs
(Institute of Electrical and Electronics Engineers, 2020)
Music language models (MLMs) play an important role for various music signal and symbolic music processing tasks, such as music generation, symbolic music classification, or automatic music transcription (AMT). In this ...
Investigating the Perceptual Validity of Evaluation Metrics for Automatic Piano Music Transcription
(Ubiquity Press, 2020)
Automatic Music Transcription (AMT) is usually evaluated using low-level criteria, typically by counting the numbers of errors, with equal weighting. Yet, some errors (e.g. out-of-key notes) are more salient than others. ...