πŸ“Š
UGSpeechData dataset by Adwumatech Ai
⭐ 32.7
πŸ“Š
Dataset

UGSpeechData

by Adwumatech Ai hf-dataset--adwumatech-ai--ugspeechdata
Nexus Index
32.7 Top 100%
S: Semantic 50
A: Authority 0
P: Popularity 54
R: Recency 52
Q: Quality 30
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source β†’
Data Integrity 32.7 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--adwumatech-ai--ugspeechdata
License MIT
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__adwumatech_ai__ugspeechdata,
  author = {Adwumatech Ai},
  title = {UGSpeechData Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/adwumatech-ai/ugspeechdata}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
Adwumatech Ai. (2026). UGSpeechData [Dataset]. Free2AITools. https://huggingface.co/datasets/adwumatech-ai/ugspeechdata

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Nexus Index V2.0

Methodology Index Protocol
32.7
TOP 100% SYSTEM IMPACT
Semantic (S) 50
Authority (A) 0
Popularity (P) 54
Recency (R) 52
Quality (Q) 30

πŸ’¬ Index Insight

FNI V2.0 for UGSpeechData: Semantic (S:50), Authority (A:0), Popularity (P:54), Recency (R:52), Quality (Q:30).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
⬇️
Downloads
53,983

πŸ‘οΈ Data Preview

πŸ“Š

Row-level preview not available for this dataset.

Schema structure is shown in the Field Logic panel when available.

πŸ”— Explore Full Dataset β†—

🧬 Field Logic

🧬

Schema not yet indexed for this dataset.

Dataset Specification

This Hugging Face Dataset is a re-purposing of a dataset originally compiled by the University of Ghana, available here: UGSpeechData: A Multilingual Speech Dataset of Ghanaian Languages

It is currently a WIP repository intended to be used on the mghana_st project. The data in this repository is a subset of the complete dataset available at the above link.

Citation

Wiafe, Isaac et al., β€œUGSpeechData: A Multilingual Speech Dataset of Ghanaian Languages.” Science Data Bank, Oct. 16, 2025 [Online]. Available: https://doi.org/10.57760/sciencedb.22298. [Accessed: Dec. 16, 2025]

Social Proof

HuggingFace Hub
54.0KDownloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Daily sync (03:00 UTC)

AI Summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--adwumatech-ai--ugspeechdata
slug
adwumatech-ai--ugspeechdata
source
huggingface
author
Adwumatech Ai
license
MIT
tags
license:mit, region:us

βš™οΈ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

πŸ“Š Engagement & Metrics

downloads
53,983
stars
0
forks
0

Data indexed from public sources. Updated daily.