I-Chieh Wei

Improving Automatic Drum Transcription Using Large-Scale Audio-to-Midi Aligned Data

One of the major challenges in Automatic Drum Transcription (ADT) research is the lack of large-scale labeled dataset featuring audio with polyphonic mixtures; this limitation around data availability greatly impedes the progress of data-driven approaches in the context of ADT. To tackle this issue,…