Table · dataset · 2022
SUPERB
Listed in Hugging Face Datasets
Dataset Card for SUPERB Dataset
Description
Summary
SUPERB is a leaderboard to benchmark the performance of a shared model across a wide range of speech processing tasks with minimal architecture changes and labeled data. Supported Tasks and Leaderboards The SUPERB leaderboard can be found here superbbenchmark.org/leaderboard and consists of the following tasks: pr Phoneme Recognition (PR) transcribes an utterance into the smallest content units. This… See the full description on the dataset page: huggingface.co/datasets/s3prl/superb.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/s3prl/superb ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2105.01051 arxiv.org/abs/2105.01051 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/s3prl/superb ↗
metadata API · from Hugging Face
Topics
- Stated by source
- audio · audio classification · automatic speech recognition · text
- From keywords
- Computer Science & AI
- Inferred from text
- Artificial intelligence 71% · Audio 65%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | s3prl/superb | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].anzsrc:group:4602 | enrichment · Hugging Face | taxonomy-embedding@1.1.0 | title+keywords+description (71%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:audio | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:audio | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[task].hf_task:audio-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:automatic-speech-recognition | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |