datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
striatum-snrna-qc
Human Striatum snRNA-seq Replicate Detection Dataset
109 single-nucleus RNA-seq (snRNA-seq) samples from the human striatum, used
in the replicate-detection-snrna benchmark task from
Terminal Bench Science.
Contents
.
├── input/ # 109 H5AD files (one per sample)
│ ├── 190726_HD_snRNA-H4.h5ad
│ ├── 190726_HD_snRNA-H6.h5ad
│ └── ... (109 total)
└── verification/
└── sample_metadata_s2.tsv # Sample metadata derived from… See the full description on the dataset page: https://huggingface.co/datasets/bjames/striatum-snrna-qc.human-muscle-aging-atlas-snRNAseq
Human Skeletal Muscle Aging Atlas (sn/scRNA-seq) Dataset
1. Data Overview
This dataset provides single-nucleus and single-cell RNA sequencing (sn/scRNA-seq) data specifically focusing on the human skeletal muscle across different age groups. It serves as a rich resource for investigating cell-type specific gene expression changes and cellular composition shifts that occur during the aging process in a critical human tissue.
The original data was sourced from the Human… See the full description on the dataset page: https://huggingface.co/datasets/longevity-db/human-muscle-aging-atlas-snRNAseq.mouse-muscle-aging-atlas-snRNAseq
Mouse Skeletal Muscle Aging Atlas (sn/scRNA-seq) Dataset
Dataset Overview
This dataset comprises single-nucleus and single-cell RNA sequencing (sn/scRNA-seq) data specifically focusing on the mouse skeletal muscle across different age groups. It serves as a valuable resource for investigating cell-type-specific gene expression changes and cellular composition shifts that occur during the aging process in a crucial mammalian model system.
The data was sourced from the… See the full description on the dataset page: https://huggingface.co/datasets/longevity-db/mouse-muscle-aging-atlas-snRNAseq.snr-ml2021-hungyi-corpus
Dataset Card for "snr-ml2021-hungyi-corpus"
More Information needed
human-cornea-snRNAseq
Human Cornea Atlas (snRNA-seq) Dataset
Dataset Overview
This dataset comprises single-nucleus RNA sequencing (snRNA-seq) data specifically focusing on the cellular heterogeneity of the human cornea. It provides a high-resolution view of various cell populations and their gene expression profiles across different layers of this critical ocular tissue.
The data was sourced from a research paper providing a comprehensive single-cell transcriptome atlas of the human cornea.… See the full description on the dataset page: https://huggingface.co/datasets/longevity-db/human-cornea-snRNAseq.snr-mamba-ml2021-hungyi-corpus
Dataset Card for "snr-mamba-ml2021-hungyi-corpus"
More Information needed
ASV_Spoof_2019_LA_SNR_50MBreazon-speech-v2-all-WAND-SNR-analyze
概要
reazon-research/reazonspeech-v2[all]をWADA SNRにて音声品質の分析を行った結果です。
分析した結果を reazonspeech-all-wada-snr.jsonというjsonにて保存しました。
jsonのフォーマットは以下になっています
"ファイル名": file_name,
"SNR値": snr value,
"トランスクリプション": transcription
以下jsonのデータをヒストグラムにしたものです
またWAND SNR値が100以上のデータの数は1208360です
備考
こちらのデータ分析は、AiHUB様に計算リソースをご提供いただきました。
sbbdata_snr_none
Dataset Card for "sbbdata_snr_none"
More Information needed
mouse-glioblastoma-snRNAseq
Mouse Glioblastoma Atlas (snRNA-seq) Dataset
Dataset Overview
This dataset comprises single-nucleus RNA sequencing (snRNA-seq) data from the brain (glioblastoma tumors and their microenvironment) of both young and aged mice. It provides a high-resolution cellular and molecular census of glioblastoma, a highly aggressive brain tumor, with crucial insights into its age-related characteristics.
The original data was sourced from a CELLxGENE Discover collection titled… See the full description on the dataset page: https://huggingface.co/datasets/longevity-db/mouse-glioblastoma-snRNAseq.sbbdata_snr_20
Dataset Card for "sbbdata_snr_20"
More Information needed
sbbdata_snr_0
Dataset Card for "sbbdata_snr_0"
More Information needed
sbbdata_snr_random
Dataset Card for "sbbdata_snr_random"
More Information needed
sbbdata_snr_neg10
Dataset Card for "sbbdata_snr_neg10"
More Information needed
sbbdata_snr_40
Dataset Card for "sbbdata_snr_40"
More Information needed
sbbdata_snr_10
Dataset Card for "sbbdata_snr_10"
More Information needed
ASV_Spoof_2019_LA_SNR_Hsbbdata_snr_30
Dataset Card for "sbbdata_snr_30"
More Information needed
snr-removed-ml2021-hungyi-corpus
Dataset Card for "snr-removed-ml2021-hungyi-corpus"
More Information needed
snr-filtered-ml2021-hungyi-corpus
Dataset Card for "snr-filtered-ml2021-hungyi-corpus"
More Information needed
SNR_poc_finalsnr_mapsingaporean_district_noise_snr_5_10
Singaporean district with noise
Dataset Description
Singaporean district speech dataset with controlled noise augmentation for ASR training
Dataset Summary
Language: EN
Task: Automatic Speech Recognition
Total Samples: 252
Audio Sample Rate: 16kHz
Base Dataset: Custom dataset
Processing: Noise-augmented
Dataset Structure
Data Fields
audio: Audio file (16kHz WAV format)
text: Transcription text
noise_type: Type of background noise… See the full description on the dataset page: https://huggingface.co/datasets/thucdangvan020999/singaporean_district_noise_snr_5_10.singaporean_district_noise_snr_2_7
Singaporean district with noise
Dataset Description
Singaporean district speech dataset with controlled noise augmentation for ASR training
Dataset Summary
Language: EN
Task: Automatic Speech Recognition
Total Samples: 2,288
Audio Sample Rate: 16kHz
Base Dataset: Custom dataset
Processing: Noise-augmented
Dataset Structure
Data Fields
audio: Audio file (16kHz WAV format)
text: Transcription text
noise_type: Type of background noise… See the full description on the dataset page: https://huggingface.co/datasets/thucdangvan020999/singaporean_district_noise_snr_2_7.train_30h_extract_snr_datasetSNR-Autotrainsbpn-snr-below-12db-20260722
Reliable SNR below 12 dB
This gated review dataset contains 230 complete speech chunks with a
reliable active-speech SNR estimate below 12 dB. The audio is cut from the
original full recording—the same signal used for the SNR calculation—so the
detected interference remains audible.
The set covers the strong and severe noise bands. Each row includes a
playable audio column, transcript text, speaker, timestamps, SNR, severity, and
music metadata. Audio is mono 48 kHz, 96 kbps… See the full description on the dataset page: https://huggingface.co/datasets/Kppwdfgu1/sbpn-snr-below-12db-20260722.loic-librosa-snr-chunks-20260722
Loic Librosa SNR audit
This manually gated dataset contains all 33 transcript chunks from
@loicsumforissuchaninterestingcharacter😅👌🏽#streetballbanter#footballfans_QRBjkUAn1mQ. The audio column contains the original 48 kHz mono 96 kbps
MP3 chunks and the text column contains the aligned transcript.
Full-source heuristic result
SNR: 15.5324 dB
Mean spectral flatness: 0.000013
Noise floor: 0.1173024625
Peak frame RMS: 0.7013385296
Classified noisy: true… See the full description on the dataset page: https://huggingface.co/datasets/Kppwdfgu1/loic-librosa-snr-chunks-20260722.sbpn-full-music-snr-difference-under-2db-20260722
Full music recordings with Librosa SNR difference below 2 dB
This manually gated dataset contains 4 complete recordings. Every
included recording had at least one transcript chunk labelled as background
music, while its full-recording Librosa score satisfied:
snr_after_db - snr_before_db < 2.0
snr_before_db is measured on the complete original recording and
snr_after_db is measured on the complete Demucs vocals recording. The
audio column contains the original full recording… See the full description on the dataset page: https://huggingface.co/datasets/Kppwdfgu1/sbpn-full-music-snr-difference-under-2db-20260722.snr_map_sv11