ambient
Datasets
All datasets matching “ambient”ambient_noise_audio
Ambient Noise Collection dataset
This dataset is useful for reducing ASR model Hallucinations (especially Whisper), by default Whisper often transcribing non-speech audio as hallucination transcriptions.
This dataset attempts to improve ASR model that have hallucinations on non-speech audio.
Collected several audio from source:
https://www.kaggle.com/datasets/nafin59/hospital-ambient-noise
https://www.kaggle.com/datasets/solorzano/ambient-noise… See the full description on the dataset page: https://huggingface.co/datasets/Willy030125/ambient_noise_audio.ambient-acoustic-context
Dataset Card for Ambient Acoustic Context
The Ambient Acoustic Context dataset contains 1-second segments for activities that occur in a workplace setting. Each segment is associated with speaker_id.
Dataset Details
Using Amazin Mechanical Turk, crowd workers were asked to listen to 1-second segments and choose the right label. To ensure the quality of the annotations, audio segments that did not reach majority agreement among the turkers were excluded.
Dataset… See the full description on the dataset page: https://huggingface.co/datasets/flwrlabs/ambient-acoustic-context.MultiLens-Mirflickr-AmbientSimilar to this dataset, but this dataset has a different external illumination distribution between train and test set.
MultiLens-Mirflickr-Ambient-Same-DistributionSimilar to this dataset, but this dataset has the same external illumination distribution between train and test set.
egoproactive-synth-annotations
EgoProactive synthetic proactive annotations
Everything produced by the annotation and synthesis pipelines for the AI Wearables Challenge 2026 EgoProactive
Dense timestamped proactive walkthroughs generated with the ambient agent
(orchestrator deepseek/deepseek-v4-flash-0731 + vision Qwen3.6-27B),
using the held-out-validated dense policy (setup-phase coverage, repetition-collapse,
fire-at-onset) and a -0.5s onset correction at chunk-binning.
set
clips
median events/clip… See the full description on the dataset page: https://huggingface.co/datasets/ambient-intelligence-labs/egoproactive-synth-annotations.ambientcg
Dataset Card for AmbientCG Textures and HDRIs
Dataset Summary
This dataset contains 14,202 high-quality texture images and HDRI environments from ambientcg.com. It includes a comprehensive collection of materials such as fabric, metal, wood, stone, concrete, nature elements, and HDRI skyboxes for 3D rendering and computer graphics applications. The original archives were downloaded, unpacked, and images were compressed using PNG optimization and JPEG quality compression… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/ambientcg.