Institute of Computational Perception (@CPJKU)
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CPJKU

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Top repositories

1

madmom

Python audio and music signal processing library
Python
1,241
star
2

partitura

A python package for handling modern staff notation of music
Python
206
star
3

wechsel

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.
Python
72
star
4

msmd

A Multimodal Audio Sheet Music Dataset
Jupyter Notebook
71
star
5

onset_detection

Python implementation of the most common spectral based onset detection algorithms.
Python
63
star
6

onset_db

Onset data set which can be used to tune/evaluate onset detection algorithms.
53
star
7

SuperFlux

Python reference implementation of the SuperFlux onset detection algorithm
Python
51
star
8

score_following_game

Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game
Python
50
star
9

madmom_tutorials

Tutorials for the madmom package.
Jupyter Notebook
48
star
10

deep_lda

Implementation of Deep Linear Discriminant Analysis (DeepLDA)
Python
48
star
11

EfficientLEAF

Official implementation of EfficientLEAF, a learnable audio frontend.
Python
37
star
12

audioLIME

audioLIME: Listenable Explanations Using Source Separation
Python
32
star
13

cca_layer

Implementation of Canonical Correlation Analysis Layer for Cross-Modality Retrieval.
Python
31
star
14

dcase_task2

Training General-Purpose Audio Tagging Networks with Noisy Labels and Iterative Self-Verification
Python
29
star
15

audio_sheet_retrieval

Learning Audioโ€“Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification
Jupyter Notebook
25
star
16

BallroomAnnotations

This repo includes beat and bar annotations for the ballroom dataset.
24
star
17

audio_conditioned_unet

Audio-Conditioned U-Net for Position Estimation in Full Sheet Images
Python
23
star
18

madmom_models

Trained data models for madmom: https://github.com/CPJKU/madmom
Python
20
star
19

basismixer

The Basis Mixer is an implementation of the Basis Function Modeling framework for musical expression
Python
19
star
20

cpjku_dcase22

Python
18
star
21

partitura_tutorial

A quick introduction to symbolic music processing with partitura
Jupyter Notebook
12
star
22

cyolo_score_following

Multi-modal Conditional Bounding Box Regression for Music Score Following
Python
12
star
23

kagglebirds2020

7th place solution for the Cornell Birdcall Identification Kaggle Challenge
Python
11
star
24

recommendation_systems_fairness

This repository accompaines the paper "Investigating Gender Fairness of Recommendation Algorithms in the Music Domain"
Jupyter Notebook
11
star
25

LEMONS

Listenable Explanations for Music recOmmeNder Systems
Python
10
star
26

da

Pytorch domain adaptation package
Python
10
star
27

schimmel

Simple Cython Hidden Markov Model Extension Library
Python
10
star
28

composer_concept

Supervised and unsupervised Concept-based explanation of pretrained music classifiers
Python
10
star
29

accompanion

An expressive accompaniment system for piano performances
Python
8
star
30

paow

generation experiments
Jupyter Notebook
8
star
31

ScaLearn

ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale
Python
7
star
32

DeepGenIR

Code for "A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models"
Python
6
star
33

adv-multvae

This repository accompanies the paper "Unlearning Protected User Attributes in Recommendations with Adversarial Training"
Python
6
star
34

basismixer-notebooks

A collection of jupyter notebooks demonstrating the basis mixer package
Python
6
star
35

pers_bias

Jupyter Notebook
4
star
36

ModularizedDebiasing

Jupyter Notebook
4
star
37

veracity

Python
4
star
38

accompanion_ijcai2023

Supplementary material for "The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist" presented at IJCAI-23
Python
3
star
39

dcase2024_task1_baseline

Python
3
star
40

FairnessRetrievalResults

Code and resources of the paper "Societal Biases in Retrieved Contents: Measurement Frameworkand Adversarial Mitigation for BERT Rankers"
Python
3
star
41

performance_embeddings_fire23

Jupyter Notebook
2
star
42

accompanion_pieces

Pieces, scores and performances for playing with the accompanion.
2
star
43

plausible_xai

Python
2
star
44

performance_similarity_dlfm23

Jupyter Notebook
1
star
45

user-interaction-gender-bias-IR

Code & experiments on the inherent gender bias of the users of search engines
1
star
46

con_espressione_game_ismir2020

Experiments for first results of the Con Espressione Game analysis, accepted for ISMIR 2020
Jupyter Notebook
1
star