An optical music recognition (OMR) system. Converts sheet music to a machine-readable version.

End-to-end Optical Music Recognition (OMR) system. Transcribe phone-taken music sheet image into MusicXML, which can be edited and converted to MIDI.

Deep learning based speech source separation using Pytorch

A dataset of 222 digital musical scores aligned with 1068 performances (more than 92 hours) of Western classical piano music.

Phase-aware speech enchancement with Deep Complex U-Net

A PyTorch implementation of the paper: "LaSAFT: Latent Source Attentive Frequency Transformation for Conditioned Source Separation" (ICASSP 2021)

A Multimodal Audio Sheet Music Dataset

A PyTorch Implementation of the paper - Choi, Woosung, et al. "Investigating u-nets with various intermediate blocks for spectrogram-based singing voice separation." 21th International Society for …

A linear memory, parallelizable algorithm for Dynamic Time Warping (DTW). Also contains cython implementations of FastDTW, and Memory-Restricted Multiscale DTW (MrMsDTW), and globally constrained D…

Audio-to-Score Alignment Using Deep Automatic Music Transcription

A dataset of 222 digital musical scores aligned with 1068 performances (more than 92 hours) of Western classical piano music.