On this website you can find an overview of source code, data sets, and demos that have been made publicly available by my research group and our partners.
FMP Notebooks: Python Notebooks for Fundamentals of Music Processing
Homepage
GitHub
PyPi
Article
Book
PCP Notebooks: Preparation Course for Python
Homepage
GitHub
libfmp: Python package for the FMP Notebooks
GitHub
libsoni: Python package for sonifying music annotations and feature representations
GitHub
API
Article
libnmfd: Python package for nonnegative matrix factor deconvolution (NMFD)
GitHub
API
Article
synctoolbox: Python package called Sync Toolbox for music synchronization pipelines
GitHub
API
Article
libtsm: Python toolbox for Time-Scale Modification (TSM) and Pitch-Shifting (DAFx 2021)
GitHub
API
Website
Demo
Article
libf0: Python toolbox for F0-estimation approaches (ISMIR-LBD 2022)
GitHub
API
Article
Tempogram Toolbox: MATLAB implementations for extracting tempo and pulse related audio representations (ISMIR 2011)
Homepage
Homepage: Mirror@MPII
Article
Chroma Toolbox: MATLAB implementations for extracting pitch-based and chroma-based audio features (ISMIR 2011)
Homepage
Homepage: Mirror@MPII
Article
TSM Toolbox: MATLAB implementations of time-scale modification (TSM) algorithms (DAFx 2014)
Homepage
Article
SM Toolbox: MATLAB implementations for computing and enhancing similarity matrices (AES 2014)
Homepage
Article
NMF Toolbox: MATLAB and Python implementations for nonnegative matrix factorization (NMF) (DAFx 2019)
Homepage
Article
Beethoven Piano Sonata Dataset (BPSD): A Coherent Multi-Version Dataset for Analyzing the First Movements of Beethoven's Piano Sonatas (TISMIR 2024)
Zenodo
Article
Piano Concerto Dataset of AudioLabs (PCD-AL): Solo-Piano Recordings of AudioLabs with Created Orchestral Accompaniment (Beethoven, Mozart)
Homepage
Piano Concerto Dataset (PCD): Multitrack Dataset of Piano Concertos (TISMIR 2024)
Homepage
Article
Larynx Singing Dataset: A Dataset of Larynx Microphone Recordings for Singing Voice Reconstruction (TISMIR 2024)
Homepage
Article
Wagner Ring Dataset (WRD): A Complex Opera Scenario for Music Processing and Computational Musicology (TISMIR 2023)
Zenodo
Article
Schubert Winterreise Dataset (SWD): Multimodal dataset for Franz Schubert's 24-song cycle Winterreise (ACM JOCCH 2021)
Zenodo
Article
Dagstuhl ChoirSet: Multitrack Dataset for MIR Research on Choral Singing (TISMIR 2020)
Homepage
Demo
Zenodo
GitHub
mirdata
Article
Freischütz Digital Multitrack Dataset: Recordings (No. 06, 08, 09) of Weber's opera "Der Freischütz"
Homepage
Project
MTD: Multimodal Dataset of Musical Themes for MIR Research (TISMIR 2020)
Homepage
Demo
Article
Erkomaishvili Dataset: Curated Corpus of Traditional Georgian Vocal Music Recordings (TISMIR 2020)
Homepage
YouTube
Demo
Article
Zär Dataset: Field recordings of Georgian Funeral Songs (ACM JOCCH 2023)
Homepage
Videos
Article
Tempo Estimation: Various datasets and research software for tempo estimation
Homepage
Thesis
Saarland Music Data (SMD): Recordings of Western classical music comprising two sub-collections
Homepage
Homepage: Mirror@MPII
Article
HDM05: Mocap database supplying free motion capture data (C3D, ASF/AMC)
Homepage@MPII
Article
A Basic Tutorial on Novelty and Activation Functions for Music Signal Processing
GitHub
Article
Multi-Aspect Conditioning for Diffusion-Based Music Synthesis
Homepage
Listening Test
GitHub
Article@GitHub
Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis (ICASSP 2024)
Homepage
Article
Article@arXiv
A Real-Time Approach for Estimating Pulse Tracking Parameters for Beat-Synchronous Audio Effects (DAFx 2024)
Homepage
YouTube
Article
A Real-Time Beat Tracking System with Zero Latency
and Enhanced Controllability
Homepage
YouTube
Notewise Evaluation for Music Source Separation: A Case Study for Separated Piano Tracks (ISMIR 2024)
Homepage
Data
GitHub
Source Separation of Piano Concertos Using Musically Motivated Augmentation Techniques (IEEE/ACM TASLP 2024)
Homepage
Data
GitHub
Article
A Cross-Version Approach to Audio Representation Learning for Orchestral Music (ISMIR 2023)
Homepage
GitHub
Weakly Supervised Multi-Pitch Estimation Using Cross-Version Alignment (ISMIR 2023)
Homepage
GitHub
Soft Dynamic Time Warping for Multi-Pitch Estimation and Beyond (ICASSP 2023)
GitHub
Article
Article@arXiv
Hierarchical Classification for Instrument Activity Detection (IEEE/ACM TASLP 2023)
Homepage
Data
Article
Source Separation of Piano Concertos with Test-Time Adaptation (ISMIR 2022)
Homepage
Article
An Analysis Method for Metrical-Level Switching in Beat Tracking (SPL 2022)
GitHub
Article
Article@arXiv
Computer-Assisted Analysis of Field Recordings: A Case Study of Georgian Funeral Songs (ACM JOCCH 2023)
Homepage
Videos
Dataset
Article
Towards Leitmotif Activity Detection in Opera Recordings (TISMIR 2021)
Leitmotif Dataset (20 Leitmotifs, 16 performances) of Wagner's Ring
Homepage
Data
Article
Differentiable Intonation Cost Measure (ISMIR 2021)
Homepage
GitHub
Classifying Leitmotifs in Recordings of Operas by Richard Wagner (ISMIR 2020)
Leitmotif Dataset (10 Leitmotifs, 16 performances) of Wagner's Ring
Homepage
Data
Article
TuneIn: A Web-Based Interface for Practicing Choral Parts (ISMIR-LBD 2020)
Homepage
Article
MTD: A Multimodal Dataset of Musical Themes for MIR Research (TISMIR 2020)
Homepage
Demo: Themes
Dataset
Article
Efficient Retrieval of Music Recordings Using Graph-Based Index Structures (Signals 2021)
GitHub
Article
CTC-Based Learning for Cross-Modal Music Retrieval (ISMIR 2020, IEEE/ACM TASLP 2021)
Homepage
GitHub
Article ISMIR
Article TASLP
Dagstuhl ChoirSet: A Multitrack Dataset for MIR Research on Choral Singing (TISMIR 2020)
Homepage
Demo: Score-Following
Dataset
Zenodo
GitHub
Article
Erkomaishvili Dataset: Curated Corpus of Traditional Georgian Vocal Music Recordings (TISMIR 2020)
Homepage
Demo: Score-Following
YouTube
Dataset
Article
Bounding Box Annotation Tool of Musical Measures in Sheet Music (ISMIR-LBD 2019)
Homepage
Demo: Score Following
Article
Salience Representations for Cross-Modal Music Retrieval (ICASSP 2019)
Homepage
Example
Article
Throat Microphones for Vocal Music Analysis (ISMIR-LBD 2018)
Homepage
Video: Example
Article
Web-Based Interface for Score Following and Track Switching in Choral Music (ISMIR-LBD 2018)
Homepage
Demo: Score-Following
Article
Break-Informed Audio Decomposition for Interactive Redrumming (ISMIR-LBD 2018)
Homepage
Article
Constraint-Based Time-Scale Modification of Music Recordings for Noise Beautification (Applied Sciences 2018)
Homepage
Article
A Review of Automatic Drum Transcription (IEEE/ACM TASLP 2018))
Homepage
Article
Unifying Local and Global Methods for Harmonic-Percussive Source Separation (ICASSP 2018)
Homepage
Article
Fundamental Frequency Annotations for Georgian Chant Recordings (AES 2017)
Homepage
Example
Article
Finding Drum Breaks in Digital Music Recordings (CMMR 2017)
Homepage
Article
A Swingogram Representation for Tracking Micro-Rhythmic Variation in Jazz Performances (JNMR 2017)
Homepage
Article
The Opera as a Multimedia Scenario (GI 2017)
Homepage
Article
Web-Based Jazz Piano Education Tool (GI 2017)
Homepage
Article
Modeling and Decomposing Loop-Based Electronic Music (ISMIR 2016)
Homepage
Article
Cascaded Harmonic-Residual-Percussive Separation (AES 2017)
Homepage
Article
Deep Learning for Jazz Walking Bass Transcription (AES 2017)
Homepage
Article
Data-Driven Solo Voice Enhancement for Jazz Music Retrieval (ICASSP 2017)
Homepage
Article
Reverse Engineering the Amen Break (IEEE/ACM TASLP 2016)
Homepage
Article
Template–Based Vibrato Analysis of Music Signals (ISMIR 2016)
Homepage
Article
Harmonic–Percussive–Residual Separation Using the Structure Tensor (ICASSP 2016)
Homepage
Article
Music Structure Analysis for Schubert's "Die Winterreise" (2015)
Homepage
Multitrack Single Microphone Switcher (ISMIR-LBD 2015)
Homepage
Article
Kernel Additive Modeling for Interference Reduction (ICASSP 2015)
Homepage
Article
Let it Bee – Towards NMF-inspired Audio Mosaicing (ISMIR 2015)
Homepage
Article
Cascading Audio Decomposition Techniques for Music Recordings (ICASSP 2015)
Homepage
Article
Extending Harmonic-Percussive Separation of Audio Signals (ISMIR 2014)
Homepage
Article
Time-Scale Modification Using Harmonic-Percussive Separation (IEEE SPL 2014)
Homepage
Article
Score-Informed Audio Decomposition and Applications (ACM-MM 2013)
Homepage
Article
Score-Informed Constraints For NMF-Based Source Separation (ICASSP 2012)
Homepage: MPII
Article
Music Synchronization for RWC Music Database (Classical Music)
Homepage
Homepage: Mirror@MPII
Article