Datasets:
Add dataset card and provenance
Browse files
README.md
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---
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license: other
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pretty_name: UGR-MINDVOICE EEG and Audio Dataset
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size_categories:
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- 10GB<n<100GB
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tags:
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- neuroscience
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- electroencephalography
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- brain-computer-interface
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- speech
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- imagined-speech
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- audio
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- bids
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- spanish
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---
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# UGR-MINDVOICE
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This is an **unofficial mirror** of the public UGR-MINDVOICE OSF project. It is
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not affiliated with or endorsed by the dataset contributors, their
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institutions, OSF, or the authors of the benchmark paper.
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## Source and provenance
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- Original dataset: [OSF project `6sh5d`](https://osf.io/6sh5d/)
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- Source snapshot: retrieved September 3, 2026; OSF project last modified December 19, 2025
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- Dataset article: [Cortina et al., *Computer Speech & Language* 100 (2026), 101964](https://doi.org/10.1016/j.csl.2026.101964)
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- Benchmark paper: [Khanday et al., arXiv:2607.27268v1](https://arxiv.org/abs/2607.27268)
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- Official code: [`owaismujtaba/mind-voice`](https://github.com/owaismujtaba/mind-voice)
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- Mirror-generated checksums: [`MIRROR_SHA256SUMS.txt`](./MIRROR_SHA256SUMS.txt)
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The 533 source files are mirrored without modifying their contents or source
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directory layout. This dataset card and the checksum manifest are the only
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mirror-added files. The snapshot totals 22,025,659,310 bytes (20.51 GiB).
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## Dataset summary
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UGR-MINDVOICE is a multimodal corpus of 64-channel EEG sampled at 1,000 Hz and
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synchronized audio from 15 native Iberian Spanish speakers across 22 sessions.
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Each session includes overt and covert speech in alternating mini-blocks.
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Stimuli cover all Spanish phonemes through 95 consonant-vowel syllables, 60
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words balanced across six semantic categories and lexical frequencies, and 30
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pseudowords. Overt productions include synchronized acoustic recordings.
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The `Data/` directory is organized according to BIDS and contains the
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participant and recording data. `Materials/` contains the stimuli and
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experiment files, while `Analyses and Results/` contains analysis
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documentation.
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## Human-participant data
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These are human EEG and voice recordings. Users are responsible for applicable
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institutional, ethical, and legal requirements and must not attempt to identify
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participants.
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## License
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**No dataset license is declared in the OSF project metadata or supplied data
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files.** The CC BY-NC-SA 4.0 license on the arXiv benchmark and the CC BY 4.0
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license on the dataset article apply to those publications; they do not by
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themselves grant rights in the dataset. This mirror makes no additional reuse
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grant. Contact the dataset authors if permission is required for your use.
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## Citation
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> Vales Cortina, I., Khanday, O. M., Ouellet, M., Pérez-Córdoba, J. L.,
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> Rodríguez-San Esteban, P., Miccoli, L., Galdón, A., Olivares Granados, G., &
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> Gonzalez-Lopez, J. A. (2026). UGR-MINDVOICE: A multimodal EEG-audio dataset
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> for overt and covert Iberian Spanish speech production. *Computer Speech &
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> Language, 100*, 101964. https://doi.org/10.1016/j.csl.2026.101964
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```bibtex
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@article{cortina2026ugrmindvoice,
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title = {{UGR-MINDVOICE}: A Multimodal EEG-Audio Dataset for Overt and Covert Iberian Spanish Speech Production},
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author = {Vales Cortina, Ibon and Khanday, Owais Mujtaba and Ouellet, Marc and P\'{e}rez-C\'{o}rdoba, Jos\'{e} L. and Rodr\'{i}guez-San Esteban, Pablo and Miccoli, Laura and Gald\'{o}n, Alberto and Olivares Granados, Gonzalo and Gonzalez-Lopez, Jose A.},
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journal = {Computer Speech \& Language},
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volume = {100},
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pages = {101964},
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year = {2026},
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doi = {10.1016/j.csl.2026.101964}
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}
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```
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