Mention counts below measure name matches in tracked papers, not benchmark quality or downloads. A family count can cover multiple datasets; it is not a separate count for each comparison row. Choose a task and version first, preserve evaluation splits, and follow the linked release terms. The site's content license does not replace the datasets' own terms.
Dataset comparison: tasks, access and usage conditions
Dataset / version
Task and evaluation
Access and preparation
Usage conditions
Common Voice — versioned language releases
Multilingual speech recognition; language, scripted/spontaneous collection and hours vary by release.
Evaluation: Use speaker-disjoint train/dev/test sets and language-specific WER/CER normalization; do not compare different releases as the same benchmark.
Obtain the chosen release through Mozilla Data Collective; record language, release, validated hours and speaker split.
Common Voice releases use CC0; Mozilla Data Collective also applies access/platform terms, including restrictions on re-hosting. Read both the dataset card and platform agreement.
From Nov 2023 to Oct 2026, 10 archived papers mentioned Common Voice in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jan 2024 (1).
No paper of the tracked journals mentioned Common Voice in the last 30 days (2026-10-07 to 2026-11-05).
From 2017 to 2026 (so far), Common Voice was mentioned in 10 papers in the tracked journals, most of them in AI (10).
2 of them were published in 2025, against 0 in 2017.
Since 2023, the institutions with the most of these papers were Alibaba Group (China) (1), Alpineon (Slovenia) (1) and Barcelona Supercomputing Center (1).
The journals publishing most of them were Computer Speech & Language (3), Artificial Intelligence Review (2) and IEEE Transactions on Pattern Analysis and Machine Intelligence (1).
The most-cited of them is “Uni-MoE: Scaling Unified Multimodal LLMs With Mixture of Experts” (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025), with 67 citations.
Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)
Archive counts by publication year: a paper counts when its title, abstract or keywords name the dataset, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.
Cite this page
Scholar4AI. (2026). Common Voice. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/common-voice
@misc{scholar4ai-datasets-common-voice,
author = {{Scholar4AI}},
title = {Common Voice},
year = {2026},
howpublished = {\url{https://scholar4ai.com/datasets/common-voice}},
urldate = {2026-11-05},
note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
Free to reuse for non-commercial purposes with attribution (CC BY-NC 4.0).