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π Dataset Summary
| Property | Description |
|---|---|
| Language | Chinese (Mandarin, ZH) |
| License | CC BY-NC-SA 4.0 |
| Total Duration | 102.19 hours |
| Speakers | 171 foreground speakers |
| Scenes | 5 real-world locations |
| Recording Style | Conversational speech |
| Audio | Near-field + far-field |
| Video | Multi-view RGB facial video |
| Sampling Rate | 16 kHz |
| Far-field Audio | 8-channel |
| Video Resolution | 256Γ256 @ 25 fps |
ποΈ Dataset Description
AISHELL8-RealScene is a public multi-scenario and multi-view audio-visual conversational corpus recorded in real-world environments.
AISHELL8-RealScene focuses on realistic conditions including:
- environmental noise
- viewpoint variation
- speaker interference
- background activities
- outdoor scenes
- conversational interactions
The corpus was collected by AISHELL using a synchronized multi-device recording setup.
ποΈ Recording Environment
AISHELL8-RealScene contains recordings from five real-world locations:
| ID | Location | Type |
|---|---|---|
| L1 | Building | Outdoor |
| L2 | Hall | Indoor |
| L3 | Hotel | Indoor |
| L4 | Park | Outdoor |
| L5 | Street | Outdoor |
The recordings cover both indoor and outdoor scenarios.
π Audio Specifications
AISHELL8-RealScene provides both:
- near-field audio
- far-field microphone-array audio
Near-field Audio
Each foreground speaker wears a close-talking microphone used for transcription and alignment.
Far-field Audio
Far-field audio is recorded using:
- circular microphone array
- 16 microphones
- 16 kHz
- 16-bit
To reduce release size while preserving spatial information, the public release provides:
- 8-channel far-field audio
obtained by uniformly selecting microphones from the array.
Audio Format
- Format:
.wav - Sampling rate: 16 kHz
- Near-field: single-channel
- Far-field: 8-channel
π₯ Video Specifications
Video is captured using three synchronized HD RGB cameras.
Camera Views
The three cameras are positioned horizontally with approximately 30Β° angular intervals:
- D0 β left
- D1 β center
- D2 β right
Video Parameters
| Property | Value |
|---|---|
| Resolution | 256Γ256 |
| Frame Rate | 25 fps |
| Views | D0 / D1 / D2 |
The released facial videos are:
- 256Γ256 resolution
- synchronized with audio
π Dataset Statistics
Dataset Split
| Split | Duration (h) | Sessions | Groups | Speakers |
|---|---|---|---|---|
| Train | 79.84 | 133 | 56 | 133 |
| Dev | 10.70 | 18 | 7 | 18 |
| Eval | 11.65 | 20 | 7 | 20 |
| Total | 102.19 | 171 | 70 | 171 |
No speakers overlap across:
- train
- dev
- eval
All splits contain recordings from all five locations.
π License
This dataset is released under:
CC BY-NC-SA 4.0
https://creativecommons.org/licenses/by-nc-sa/4.0/
π Dataset Resources
- π Paper: arXiv 2606.05763
π Citation
If you use AISHELL8-RealScene, please cite:
@misc{su2026m2savsrmodalityawaremultiviewselfsupervised,
title={M2S-AVSR: Modality-aware Multi-view Self-supervised Representation for Robust Audio-Visual Speech Recognition},
author={Fei Su and Cancan Li and Ming Li and Juan Liu},
year={2026},
eprint={2606.05763},
archivePrefix={arXiv},
primaryClass={eess.AS},
url={https://arxiv.org/abs/2606.05763},
}
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