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N0q5t8z3 Xk2j7 Tran dataset by Kl 88
⭐ 35.7
📊
Dataset

N0q5t8z3 Xk2j7 Tran

by Kl 88 hf-dataset--kl-88--n0q5t8z3-xk2j7_tran
Nexus Index
35.7 Top 100%
S / A / P / R / Q Breakdown Calibration Pending

Pillar scores are computed during the next indexing cycle.

Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 35.7 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--kl-88--n0q5t8z3-xk2j7_tran
License MIT
Provider huggingface
📜

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset__kl_88__n0q5t8z3_xk2j7_tran,
  author = {Kl 88},
  title = {N0q5t8z3 Xk2j7 Tran Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/kl-88/n0q5t8z3-xk2j7_tran}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
Kl 88. (2026). N0q5t8z3 Xk2j7 Tran [Dataset]. Free2AITools. https://huggingface.co/datasets/kl-88/n0q5t8z3-xk2j7_tran

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
35.7
ESTIMATED IMPACT TIER
Semantic (S) 0
Authority (A) 0
Popularity (P) 0
Recency (R) 0
Quality (Q) 0

đŸ’Ŧ Index Insight

FNI V2.0 for N0q5t8z3 Xk2j7 Tran: Semantic (S:0), Authority (A:0), Popularity (P:0), Recency (R:0), Quality (Q:0).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
Unbiased Data Node Refresh: VFS Live
âŦ‡ī¸
Downloads
64,760

👁ī¸ Data Preview

📊

Row-level preview not available for this dataset.

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

🔗 Explore Full Dataset ↗

đŸ§Ŧ Field Logic

đŸ§Ŧ

Schema not yet indexed for this dataset.

Dataset Specification

kl-88/n0q5t8z3-xk2j7_tran

This dataset contains transcribed audio files organized in folders for scalability.

Dataset Structure

The dataset is organized with:

  • Audio files: Stored in audio_XXXXX/ folders (5000 files per folder)
  • Metadata: Stored in data_XXXXX/ folders as parquet files

This organization follows Hugging Face best practices for datasets with millions of files.

Statistics

  • Total files: 12,392
  • Total batches: 10051
  • Audio folders: 12
  • Files per folder: max 5000

Loading the Dataset

python 
from datasets import load_dataset

# Load the complete dataset
dataset = load_dataset("kl-88/n0q5t8z3-xk2j7_tran")

# The 'audio' column contains paths like "audio_00000/0000000001_filename.wav"
# Files are automatically resolved when accessing the dataset

Folder Organization

Audio files are distributed across folders to respect HuggingFace storage limits:

  • audio_00000/: Files 0-4,999
  • audio_00001/: Files 5,000-9,999
  • etc.

Metadata (parquet files) are grouped by batch ranges:

  • data_00000/batches_0000000001_to_0000000020.parquet
  • etc.

📊 Structured Schema (Zero-Fabrication)

Feature Key Data Type
audio Audio
label ClassLabel

Estimated Rows: 19,900

Social Proof

HuggingFace Hub
64.8KDownloads
Hub Discussions
🤗 Data Source: Hugging Face ↗
🔄 Daily sync (03:00 UTC)

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

📊 FNI Methodology 📚 Knowledge Baseℹī¸ Verify with original source

🛡ī¸ Dataset Transparency Report

Verified data manifest for traceability and transparency.

100% Data Disclosure Active

🆔 Identity & Source

id
hf-dataset--kl-88--n0q5t8z3-xk2j7_tran
slug
kl-88--n0q5t8z3-xk2j7_tran
source
huggingface
author
Kl 88
license
MIT
tags
task_categories:automatic-speech-recognition, language:am, language:multilingual, license:mit, size_categories:10k

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
64,760
stars
0
forks
0

Free2AITools Constitutional Data Pipeline: Curated disclosure mode active. (V15.x Standard)