Artificial Audio

Code & Data

Open-source toolboxes, datasets, and the code accompanying our papers.

Toolboxes

pyFDN Python

Building blocks for designing, simulating, and analysing feedback delay networks, with feedback-matrix generation, loop-filter design, and stability analysis.

Source Documentation

FLAMO Python

Frequency-sampling library for audio-module optimisation — differentiable, frequency-domain audio processing in PyTorch.

Source Documentation Paper

fdnToolbox MATLAB

Comprehensive MATLAB toolbox for feedback delay network design and analysis.

Source Paper

PyRES Python

Development, evaluation, and simulation of reverberation enhancement systems.

Source

DecayFitNet Python

Neural network for multi-exponential sound energy decay analysis of room impulse responses.

Source Paper

Common-Slope Analysis MATLAB

Common-slope modelling of late reverberation in coupled and complex spaces.

Source Paper

Datasets

Released with the papers below, generated from the publication list.

  1. Differentiable Grouped Feedback Delay Networks for Learning Coupled Volume Acoustics
    2026 · IEEE Transactions on Audio, Speech and Language Processing
    Dataset Paper Code
  2. Differentiable Grouped Feedback Delay Networks for Learning Direction and Position-Dependent Late Reverberation
    2026 · ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
    Dataset Paper Code
  3. On the Role of Speech Similarity in the Detection of Room Acoustic Differences
    2026 · The Journal of the Acoustical Society of America
    Dataset Paper
  4. Predicting Subjective Ratings of Guitar Amplifier Emulations
    2026 · Journal of the Audio Engineering Society
    Dataset Paper Code
  5. DataRES and PyRES: A Room Dataset and a Python Library for Reverberation Enhancement System Development, Evaluation, and Simulation
    2025 · International Conference on Digital Audio Effects (Dafx25)
    Dataset Code
  6. A Multi-Room Transition Dataset for Blind Estimation of Energy Decay
    2024 · 2024 18th Int. Work. Acoust. Signal Enhanc. (IWAENC)
    Dataset Paper Code
  7. Dynamic Late Reverberation Rendering Using the Common-Slope Model
    2024 · 6th AES International Conference on Audio for Games
    Dataset
  8. Exploring Sauna Impulse Responses
    2024 · INTER-NOISE NOISE-CON Congr. Conf. Proc.
    Dataset Paper
  9. Matching Early Reflections of Simulated and Measured RIRs by Applying Sound-Source Directivity Filters
    2024 · Audio Engineering Society Conference: AES 2024 International Acoustics & Sound Reinforcement Conference
    Dataset Paper
  10. Recording a Dataset of Audiovisual Speech for AR Telepresence Studies
    2024 · DAGA
    Dataset
  11. Common-Slope Modeling of Late Reverberation
    2023 · IEEE/ACM Transactions on Audio, Speech and Language Processing
    Dataset Paper Code
  12. Calibrating the Sabine and Eyring Formulas
    2022 · The Journal of the Acoustical Society of America
    Dataset Paper
  13. A Dataset of Higher-Order Ambisonic Room Impulse Responses and 3D Models Measured in a Room with Varying Furniture
    2021 · International Conference on Immersive and 3D Audio (I3DA)
    Dataset Paper
  14. Acoustic Analysis and Dataset of Transitions between Coupled Rooms
    2021 · IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
    Dataset Paper
  15. Assessing Room Acoustic Memory Using a Yes/No and a 2-AFC Paradigm
    2021 · Nordic Sound and Music Conference
    Dataset Paper
  16. Auralisation of the Transition between Coupled Rooms
    2021 · International Conference on Immersive and 3D Audio (I3DA)
    Dataset Paper

Code for papers

Reproducible code released with individual papers, generated from the publication list.