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aida

https://github.com/biaslab/aida

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.4%) to scientific vocabulary

Keywords from Contributors

bayesian-inference inference-engine message-passing probabilistic-programming variational-inference
Last synced: 8 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: biaslab
  • Language: Julia
  • Default Branch: master
  • Size: 86.9 MB
Statistics
  • Stars: 6
  • Watchers: 6
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 5 years ago · Last pushed about 2 years ago
Metadata Files
Readme Citation

README.md

AIDA

AIDA is an Active Inference-based Design Agent that aims at real-time situated client-driven design of audio processing algoritms

Get data

DISCLAIMER:

if you have problems downloading the dataset with DVC, please contact the authors of the project

We use DVC tool to store/track the dataset that's used in this project. To obtain the datasets please run the following commands. ```bash cd demo/verification

dvc get git@github.com:biaslab/AIDA-data.git verification-jlds ``` You can skip this if you prefer to run the experiments from scratch.

To obtain the dataset for the validation experiments, please run in the project main folder: dvc get git@github.com:biaslab/AIDA-data.git sound

Run experiments

To run the experiments, execute the following commands in Julia REPL

  1. ] activate .
  2. ] instantiate

AIDA folders structure

``` ├─ demo │ ├─ validation │ └─ verification │ ├─ verification-jlds | ├─ tmp | ├─ tikz ├─ sound │ ├─ separated_jld │ │ └─ speech │ │ ├─ babble │ │ │ └─ 5dB │ │ ├─ sin │ │ └─ train │ │ └─ 5dB │ └─ speech │ ├─ babble │ │ ├─ 0dB │ │ └─ 5dB │ ├─ clean │ ├─ sin │ └─ train │ ├─ 0dB │ └─ 5dB ├─ src │ ├─ agent │ ├─ application │ ├─ environment │ ├─ helpers

```

Owner

  • Name: BIASlab
  • Login: biaslab
  • Kind: organization
  • Email: info@biaslab.org
  • Location: Eindhoven, the Netherlands

Bayesian Intelligent Autonomous Systems lab

Citation (Citation.cff) 

cff-version: 1.2.0
message: "Please cite this research as below."
authors:
- family-names: "Podusenko"
  given-names: "Albert"
  orcid: "https://orcid.org/0000-0003-0515-0465"
- family-names: "van Erp"
  given-names: "Bart"
  orcid: "https://orcid.org/0000-0002-5619-7071"
- family-names: "Koudahl"
  given-names: "Magnus"
- family-names: "de Vries"
  given-names: "Bert"
title: "AIDA"
url: "https://github.com/biaslab/AIDA"
preferred-citation:
  type: article
  authors:
  - family-names: "Podusenko"
    given-names: "Albert"
    orcid: "https://orcid.org/0000-0003-0515-0465"
  - family-names: "van Erp"
    given-names: "Bart"
    orcid: "https://orcid.org/0000-0002-5619-7071"
  - family-names: "Koudahl"
    given-names: "Magnus"
  - family-names: "de Vries"
    given-names: "Bert"
  doi: "10.3389/frsip.2022.842477"
  journal: "Frontiers in Signal Processing"
  title: "AIDA: An Active Inference-Based Design Agent for Audio Processing Algorithms"
  year: 2022
  month: 03
  volume: 2

GitHub Events

Total
Last Year

Committers

Last synced: 11 months ago

All Time
  • Total Commits: 165
  • Total Committers: 4
  • Avg Commits per committer: 41.25
  • Development Distribution Score (DDS): 0.206
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
albertpod a****o@g****m 131
MagnusKoudahl m****l@g****m 22
bartvanerp 4****p 11
Bagaev Dmitry b****i@g****m 1

Issues and Pull Requests

Last synced: 11 months ago

All Time
  • Total issues: 1
  • Total pull requests: 3
  • Average time to close issues: 5 minutes
  • Average time to close pull requests: 1 day
  • Total issue authors: 1
  • Total pull request authors: 2
  • Average comments per issue: 0.0
  • Average comments per pull request: 0.67
  • Merged pull requests: 3
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • wouterwln (1)
Pull Request Authors
  • MagnusKoudahl (2)
  • albertpod (1)
Top Labels
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