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
LibriSpeech / SLR12
English read-speech recognition; approximately 1,000 hours at 16 kHz.
Evaluation: Report word error rate by clean/other test set, training hours, text normalization and external language-model data.
From Nov 2023 to Oct 2026, 49 archived papers mentioned LibriSpeech in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2024 (4).
LibriSpeech was mentioned in 1 paper in the last 30 days (2026-10-07 to 2026-11-05), ranking #165 of the 246 datasets mentioned.
By journal category: AI (1).
Most of them appeared in Speech Communication (1).
From 2017 to 2026 (so far), LibriSpeech was mentioned in 61 papers in the tracked journals, most of them in AI (59), higher education and research (1) and operations research (1).
16 of them were published in 2025, against 0 in 2017.
Since 2023, the institutions with the most of these papers were Centre National de la Recherche Scientifique (4), Chinese Academy of Sciences (4) and Tsinghua University (4).
The journals publishing most of them were Computer Speech & Language (19), IEEE Transactions on Pattern Analysis and Machine Intelligence (4) and Speech Communication (4).
The most-cited of them is “A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations” (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024), with 512 citations.
Papers use LibriSpeech most often with YouTube / TikTok (10), TIMIT (8) and VoxCeleb (6); it has 11 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST.
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)
Nasir Saleem, Jiechao Gao, Muhammad Irfan Khattak et al.
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.
Papers use LibriSpeech most often with YouTube / TikTok (10), TIMIT (8) and VoxCeleb (6); it has 11 partners in the code and data network, in the group around ImageNet, CIFAR-10 / CIFAR-100, MNIST / Fashion-MNIST. The whole network →
What papers use LibriSpeech together with (at least 3 papers; lift 1 = chance)
Chinese Academy of Sciences; Institute of Automation
Cite this page
Scholar4AI. (2026). LibriSpeech. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/librispeech
@misc{scholar4ai-datasets-librispeech,
author = {{Scholar4AI}},
title = {LibriSpeech},
year = {2026},
howpublished = {\url{https://scholar4ai.com/datasets/librispeech}},
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).