Datasets › EasyCom
EasyCom
The Easy Communications (EasyCom) dataset is a world-first dataset designed to help mitigate the cocktail party effect from an augmented-reality (AR) -motivated multi-sensor egocentric world view. The dataset contains AR glasses egocentric multi-channel microphone array audio, wide field-of-view RGB video, speech source pose, headset microphone audio, annotated voice activity, speech transcriptions, head and face bounding boxes and source identification labels. We have created and are releasing this dataset to facilitate research in multi-modal AR solutions to the cocktail party problem.
Source: EasyCom
Benchmarks archive 2025-07-28
All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Speech Enhancement | EasyCom | MaxDI (Baseline) PESQ 1.17 | EasyCom: An Augmented Reality Dataset to Support... | facebookresearch/EasyComDataset | 6 | Compare |
| Speech Recognition | EasyCom | ReVISE (bf) WER (%) 52.1 | ReVISE: Self-Supervised Speech Resynthesis with Visual... | — | 5 | Compare |
| Active Speaker Localization | EasyCom | AV (cor+eng+box) ASL mAP 0.8632 | Egocentric Deep Multi-Channel Audio-Visual Active... | — | 1 | Compare |
| Face Clustering | EasyCom | VC TRSF. NMI 87.44 | Self-supervised Video-centralised Transformer for Video... | — | 1 | Compare |
Papers archive 2025-07-28
5 shown of 5 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 22. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| ReVISE: Self-Supervised Speech Resynthesis with Visual Input for Universal and Generalized Speech Enhancement | 0 | 8 | 21 Dec 2022 | not harvested |
| Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments | 0 | 2 | 15 Jul 2022 | not harvested |
| Self-supervised Video-centralised Transformer for Video Face Clustering | 0 | 1 | 24 Mar 2022 | not harvested |
| Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization | 0 | 1 | 6 Jan 2022 | not harvested |
| EasyCom: An Augmented Reality Dataset to Support Algorithms for Easy Communication in Noisy Environments | 1 | 1 | 9 Jul 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- EasyCom
1 variant name, as the archive lists them.
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