GroupMM (International Audio Laboratories Erlangen)

cross_version_learning

Code for the paper "A Cross-Version Approach to Audio Representation Learning for Orchestral Music", ISMIR 2023

libf0

A Python Library for Fundamental Frequency Estimation in Music Recordings

libnmfd

libnmfd: Music Processing Applications of Nonnegative Matrix Factorization

libsoni

libsoni: A Python Toolbox for Sonifying Music Annotations and Feature Representations

onsets_frames_semisup

Code for the paper "Semi-Supervised Piano Transcription Using Pseudo-Labeling Techniques", ISMIR 2024

playplot

Python tool for enhancing matplotlib plots with an interactive playback functionality

softdtw_for_mpe

Code and trained models for the paper "Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond", ICASSP 2023

stabilizing_sdtw

Pytorch project accompanying the paper "Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned Targets", ISMIR 2023

weakly_supervised_mpe

Code and trained models for the paper "Weakly Supervised Multi-Pitch Estimation using Cross-Version Alignment", ISMIR 2023

weightedSDTW

Code for the paper "Soft Dynamic Time Warping With Variable Step Weights", ICASSP 2024

groupmm/libf0

A Python Library for Fundamental Frequency Estimation in Music Recordings

groupmm/libsoni

libsoni: A Python Toolbox for Sonifying Music Annotations and Feature Representations

groupmm/stabilizing_sdtw

Pytorch project accompanying the paper "Stabilizing Training with Soft Dynamic Time Warping: A Case Study for Pitch Class Estimation with Weakly Aligned Targets", ISMIR 2023

groupmm/playplot

Python tool for enhancing matplotlib plots with an interactive playback functionality

groupmm/softdtw_for_mpe

Code and trained models for the paper "Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond", ICASSP 2023

groupmm/weightedSDTW

Code for the paper "Soft Dynamic Time Warping With Variable Step Weights", ICASSP 2024

groupmm/cross_version_learning

Code for the paper "A Cross-Version Approach to Audio Representation Learning for Orchestral Music", ISMIR 2023

groupmm/libnmfd

libnmfd: Music Processing Applications of Nonnegative Matrix Factorization

groupmm/onsets_frames_semisup

Code for the paper "Semi-Supervised Piano Transcription Using Pseudo-Labeling Techniques", ISMIR 2024

groupmm/edu_novfct

groupmm/weakly_supervised_mpe

Code and trained models for the paper "Weakly Supervised Multi-Pitch Estimation using Cross-Version Alignment", ISMIR 2023