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cs.SD2025★ 1 cited
Sound and Music Biases in Deep Music Transcription Models: A Systematic Analysis
Lukáš Samuel Marták, Patricia Hu, Gerhard Widmer
Automatic Music Transcription (AMT) -- the task of converting music audio into note representations -- has seen rapid progress, driven largely by deep learning systems. Due to the…
cs.SD2024
Towards Musically Informed Evaluation of Piano Transcription Models
Patricia Hu, Lukáš Samuel Marták, Carlos Cancino-Chacón +1
Automatic piano transcription models are typically evaluated using simple frame- or note-wise information retrieval (IR) metrics. Such benchmark metrics do not provide insights int…