datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
JANuS_datasetThis repository hosts the JANuS (Joint Annotations and Names) dataset introduced in the 2023 paper Distributionally Robust Classification on a Data Budget.
As of this writing, ours is the only public dataset which is both fully annotated with ground-truth labels and fully captioned with web-scraped captions.
It is designed to be used for controlled experiments with vision-language models.
What is in JANuS?
JANuS provides metadata and image links for four new training datasets; all… See the full description on the dataset page: https://huggingface.co/datasets/penfever/JANuS_dataset.Storagepencildrawingarchetype-amstrIALP-2026-data
IALP-2026: Whisper Open-Set Data-Selection — Query / Dev / Test Sets
Supporting data for the study "Whisper-Based Open-Set Data Selection for NSC
Adaptation." This repository holds the fixed target-query, validation, and
evaluation sets used across all experiments. Each part is a self-contained
.tar.gz.
All audio is 16 kHz mono. Each split ships with:
audio/ — audio files (FLAC, except GigaSpeech which is WAV PCM_16)
wav.scp — <utt_id> audio/<file> (Kaldi-style, relative paths)… See the full description on the dataset page: https://huggingface.co/datasets/pengyizhou/IALP-2026-data.nasal_phantom_dataarchetype-pubchemMarble-task