Table · dataset · 2022
MInDS-14
Listed in Hugging Face Datasets
Description
MInDS-14 MINDS-14 is training and evaluation resource for intent detection task with spoken data. It covers 14 intents extracted from a commercial system in the e-banking domain, associated with spoken examples in 14 diverse language varieties. Example MInDS-14 can be downloaded and used as follows: from datasets import load_dataset minds_14 = load_dataset("PolyAI/minds14", "fr-FR") # for French # to download all data for multi-lingual fine-tuning uncomment following… See the full description on the dataset page: huggingface.co/datasets/PolyAI/minds14.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/PolyAI/minds14 ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2104.08524 arxiv.org/abs/2104.08524 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/PolyAI/minds14 ↗
metadata API · from Hugging Face
Topics
- Stated by source
- audio · automatic speech recognition · text
- From keywords
- Computer Science & AI · Speech recognition
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | PolyAI/minds14 | 8 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| 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[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 | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| 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 |