Omnizart: A General Toolbox for Automatic Music Transcription [article]

Yu-Te Wu, Yin-Jyun Luo, Tsung-Ping Chen, I-Chieh Wei, Jui-Yang Hsu, Yi-Chin Chuang, Li Su
2021 arXiv   pre-print
We present and release Omnizart, a new Python library that provides a streamlined solution to automatic music transcription (AMT). Omnizart encompasses modules that construct the life-cycle of deep learning-based AMT, and is designed for ease of use with a compact command-line interface. To the best of our knowledge, Omnizart is the first transcription toolkit which offers models covering a wide class of instruments ranging from solo, instrument ensembles, percussion instruments to vocal, as
more » ... l as models for chord recognition and beat/downbeat tracking, two music information retrieval (MIR) tasks highly related to AMT.
arXiv:2106.00497v1 fatcat:v64n4z6ygjfh7gfjq2uut4wdva