Datasets:
Tasks:
Automatic Speech Recognition
Formats:
parquet
Languages:
multilingual
Size:
1K - 10K
License:
| license: | |
| - cc-by-4.0 | |
| - cc-by-nc-sa-4.0 | |
| language: | |
| - multilingual | |
| task_categories: | |
| - automatic-speech-recognition | |
| pretty_name: STT Sampler v1 | |
| dataset_info: | |
| - config_name: ar-SA | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 13197827 | |
| dataset_size: 24997891 | |
| - config_name: ca-ES | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 39575925 | |
| dataset_size: 24997891 | |
| - config_name: cs-CZ | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 26625401 | |
| dataset_size: 24997891 | |
| - config_name: de-DE | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 23802174 | |
| dataset_size: 24997891 | |
| - config_name: en-AU | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 27473971 | |
| dataset_size: 24997891 | |
| - config_name: en-GB | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 25006879 | |
| dataset_size: 24997891 | |
| - config_name: en-US | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 28440416 | |
| dataset_size: 24997891 | |
| - config_name: es-ES | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 25677237 | |
| dataset_size: 24997891 | |
| - config_name: fr-FR | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 16623579 | |
| dataset_size: 24997891 | |
| - config_name: gl-ES | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 33418893 | |
| dataset_size: 24997891 | |
| - config_name: hu-HU | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 13225246 | |
| dataset_size: 24997891 | |
| - config_name: it-IT | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 49114057 | |
| dataset_size: 24997891 | |
| - config_name: ko-KR | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 16082901 | |
| dataset_size: 24997891 | |
| - config_name: nl-NL | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 23922001 | |
| dataset_size: 24997891 | |
| - config_name: pl-PL | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 34236830 | |
| dataset_size: 24997891 | |
| - config_name: pt-PT | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 30753863 | |
| dataset_size: 24997891 | |
| - config_name: ru-RU | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 19754909 | |
| dataset_size: 24997891 | |
| - config_name: tr-TR | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 11642966 | |
| dataset_size: 24997891 | |
| - config_name: vi-VN | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 12869066 | |
| dataset_size: 24997891 | |
| - config_name: zh-CN | |
| features: | |
| - name: sample_id | |
| dtype: string | |
| - name: audio | |
| dtype: audio | |
| - name: transcript | |
| dtype: string | |
| - name: lang | |
| dtype: string | |
| - name: domain | |
| dtype: string | |
| - name: source_dataset | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 24997891 | |
| num_examples: 100 | |
| download_size: 28403842 | |
| dataset_size: 24997891 | |
| configs: | |
| - config_name: ar-SA | |
| data_files: | |
| - split: train | |
| path: ar-SA/train-* | |
| - config_name: ca-ES | |
| data_files: | |
| - split: train | |
| path: ca-ES/train-* | |
| - config_name: cs-CZ | |
| data_files: | |
| - split: train | |
| path: cs-CZ/train-* | |
| - config_name: de-DE | |
| data_files: | |
| - split: train | |
| path: de-DE/train-* | |
| - config_name: en-AU | |
| data_files: | |
| - split: train | |
| path: en-AU/train-* | |
| - config_name: en-GB | |
| data_files: | |
| - split: train | |
| path: en-GB/train-* | |
| - config_name: en-US | |
| data_files: | |
| - split: train | |
| path: en-US/train-* | |
| - config_name: es-ES | |
| data_files: | |
| - split: train | |
| path: es-ES/train-* | |
| - config_name: fr-FR | |
| data_files: | |
| - split: train | |
| path: fr-FR/train-* | |
| - config_name: gl-ES | |
| data_files: | |
| - split: train | |
| path: gl-ES/train-* | |
| - config_name: hu-HU | |
| data_files: | |
| - split: train | |
| path: hu-HU/train-* | |
| - config_name: it-IT | |
| data_files: | |
| - split: train | |
| path: it-IT/train-* | |
| - config_name: ko-KR | |
| data_files: | |
| - split: train | |
| path: ko-KR/train-* | |
| - config_name: nl-NL | |
| data_files: | |
| - split: train | |
| path: nl-NL/train-* | |
| - config_name: pl-PL | |
| data_files: | |
| - split: train | |
| path: pl-PL/train-* | |
| - config_name: pt-PT | |
| data_files: | |
| - split: train | |
| path: pt-PT/train-* | |
| - config_name: ru-RU | |
| data_files: | |
| - split: train | |
| path: ru-RU/train-* | |
| - config_name: tr-TR | |
| data_files: | |
| - split: train | |
| path: tr-TR/train-* | |
| - config_name: vi-VN | |
| data_files: | |
| - split: train | |
| path: vi-VN/train-* | |
| - config_name: zh-CN | |
| data_files: | |
| - split: train | |
| path: zh-CN/train-* | |
| # stt-sampler-v1 | |
| > **Licensing:** clips inherit their source dataset's license — CC-BY-4.0 | |
| > for MInDS-14 and FLEURS clips, **CC-BY-NC-SA-4.0** for Speech-MASSIVE | |
| > clips (`source_dataset` column identifies each clip's origin). | |
| A small, balanced, representative multilingual ASR eval sampler for the | |
| [OVOS Plugin Arena](https://github.com/OpenVoiceOS/ovos-plugin-arena): | |
| **100 clips per language x 20 locales = 2000 clips**, 16 kHz mono float32, | |
| one config per locale (`load_dataset("OpenVoiceOS/stt-sampler-v1", "<lang>")`). | |
| Designed to seed every STT leaderboard breadth-first; full-size datasets | |
| accrete over time. | |
| ## Composition | |
| Per locale: 100 clips, drawn 50/50 when two sources cover the locale, else | |
| 100 from the single source. Sampling is deterministic (fixed seed) and spread | |
| across each source split. | |
| | source | license | domain | locales | | |
| |---|---|---|---| | |
| | [PolyAI/minds14](https://huggingface.co/datasets/PolyAI/minds14) | CC-BY-4.0 | banking voice queries | cs-CZ, de-DE, en-AU, en-GB, en-US, es-ES, fr-FR, it-IT, ko-KR, nl-NL, pl-PL, pt-PT, ru-RU, zh-CN | | |
| | [FBK-MT/Speech-MASSIVE-test](https://huggingface.co/datasets/FBK-MT/Speech-MASSIVE-test) | CC-BY-NC-SA-4.0 | voice-assistant commands | ar-SA, de-DE, es-ES, fr-FR, hu-HU, ko-KR, nl-NL, pl-PL, pt-PT, ru-RU, tr-TR, vi-VN | | |
| | [google/fleurs](https://huggingface.co/datasets/google/fleurs) | CC-BY-4.0 | read speech | ca-ES, gl-ES | | |
| Columns: `sample_id`, `audio` (16 kHz mono), `transcript`, `lang`, `domain`, | |
| `source_dataset`. | |
| ## Arena integration | |
| Fighter predictions for this corpus are published to | |
| [`OpenVoiceOS/ovos-stt-bench-stt-sampler-v1`](https://huggingface.co/datasets/OpenVoiceOS/ovos-stt-bench-stt-sampler-v1) | |
| as `predictions/<lang>/<competitor_id>.jsonl` rows (see the arena's | |
| `docs/SPECIFICATION.md` §3.2). | |