The Recognizing, Exploring, and Articulating Limitations in Machine Learning research tool (REAL ML) is a set of guided activities to help ML researchers recognize, explore, and articulate the limitations that arise in their research.
☆52May 6, 2022Updated 3 years ago
Alternatives and similar repositories for REAL-ML
Users that are interested in REAL-ML are comparing it to the libraries listed below
Sorting:
- Cross-field empirical trends analysis of XAI literature☆22Sep 28, 2023Updated 2 years ago
- Where is the "main theme" in an orchestral score?☆13Oct 25, 2025Updated 4 months ago
- FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.☆11Mar 24, 2023Updated 2 years ago
- Jazz Structure Dataset☆35Jul 11, 2024Updated last year
- Project for MIDI to Audio Synthesis☆27Mar 13, 2023Updated 2 years ago
- This is a dataset that aligns piano music MIDI with their corresponding textual descriptions and comments. It can be used for multi-modal…☆12Nov 21, 2023Updated 2 years ago
- A dataset of pitch curves for music performance assessment☆10Jun 5, 2023Updated 2 years ago
- The MIR-MLPop dataset and the official implementation of the paper "MIR-MLPop: A Multilingual Pop Music Dataset with Time-Aligned Lyrics …☆33Apr 22, 2024Updated last year
- FairCVtest: Testbed for Fair Automatic Recruitment and Multimodal Bias Analysis☆20Jul 24, 2023Updated 2 years ago
- Permutation invariant training in PyTorch☆13Oct 2, 2020Updated 5 years ago
- Code for "A diffusion-inspired training strategy for singing voice extraction in the waveform domain" (ISMIR 2022)☆17Feb 16, 2023Updated 3 years ago
- Reproducible Subjective Evaluation☆61Mar 3, 2024Updated 2 years ago
- Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval (TTMR++) [ICASSP24]☆42Oct 7, 2024Updated last year
- Code from blog 'Searching by Music: Leveraging Vector Search for Music Information Retrieval'☆16Nov 16, 2023Updated 2 years ago
- ☆18Feb 18, 2026Updated 2 weeks ago
- Unconditional music synthesis using a diffusion model in the STFT domain☆12May 31, 2022Updated 3 years ago
- [AAAI'24] Official dataset & demo code for MID-FiLD: MIDI Dataset for Fine-Level Dynamics☆20Mar 31, 2024Updated last year
- ISMIR 24 Supplementary Material☆14Oct 28, 2024Updated last year
- STOI loss functions in PyTorch (mirror of https://github.com/mpariente/pytorch_stoi)☆15Aug 6, 2020Updated 5 years ago
- ☆20May 23, 2024Updated last year
- ☆18Feb 4, 2025Updated last year
- The Basis Mixer is an implementation of the Basis Function Modeling framework for musical expression☆20Apr 19, 2024Updated last year
- Continuous descriptor-based control for deep audio synthesis☆23Aug 4, 2023Updated 2 years ago
- Joint Embedding Predictive Architecture for Musical Stem Compatibility Estimation☆48Aug 6, 2024Updated last year
- Code for "Extracting Ground Truth Information from MIDI Files: A MIDIfesto"☆19Aug 9, 2016Updated 9 years ago
- Deep Performer: Score-to-audio music performance synthesis☆44Jun 26, 2023Updated 2 years ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Mar 31, 2021Updated 4 years ago
- ☆17Feb 27, 2020Updated 6 years ago
- MIR conference deadline countdowns☆19Jun 24, 2022Updated 3 years ago
- A graph-based deep MIDI music generator. Official repository of the paper "Graph-based Polyphonic Multitrack Music Generation".☆20Oct 13, 2023Updated 2 years ago
- Tool to aid in the creation of mashups☆19Apr 7, 2020Updated 5 years ago
- MirrorDataGenerator is a python tool that generates synthetic data based on user-specified causal relations among features in the data. I…☆24Jun 22, 2022Updated 3 years ago
- Algorithms to automatically recognize guitar effects and retrieve their parameters for timbre reproduction☆25Aug 31, 2022Updated 3 years ago
- A library for computing Frechet Music Distance.☆28Feb 4, 2025Updated last year
- A permanent online space for the community to meet&matcha, work&watermelon, catch up&coffee.☆22Jan 13, 2026Updated last month
- Variational Walkback, NIPS'17☆28Oct 18, 2017Updated 8 years ago
- Python library for implementing Responsible AI mitigations.☆69Dec 17, 2023Updated 2 years ago
- ☆56Oct 8, 2022Updated 3 years ago
- Dataset to study disentanglement in the context of symbolic music. Published as an ISMIR'20 paper titled: "dMelodies: A Music Dataset for…☆28Oct 21, 2020Updated 5 years ago