---
license: apache-2.0
tags:
- dataset
- dialogue
- audio-text
---

# Dialogue Audio Text Data Notes

## Overview

Preparation notes and schema examples for **Dialogue** tasks using **Audio Text** data. Full source material is intentionally not bundled, so provenance and licensing remain explicit.

## Validation checklist

1. check source licenses before redistribution
2. scan for duplicates across splits
3. inspect missing values and label balance
4. watch for modality-specific corruption

## Intended use

The repository is suitable for testing the data pipeline, adapting it to a documented source, and preparing controlled research splits. Release status: **metadata sample; full source data not bundled**. The sample is for schema inspection only and should not be reported as a full training corpus.

## Citation

```bibtex
@misc{dialogueaudiotextdat},
  title = {Dialogue Audio Text Data Notes},
  year = {{2026}},
  publisher = {{Hugging Face}},
}
```

## Risks and limitations

The loader cannot guarantee that an external source is representative, correctly licensed, or free of sensitive information. Users remain responsible for source review, privacy checks, and bias analysis before training or redistribution.

## Included material

1. `build_dataset.py` — loading, cleaning and split preparation.
2. `dataset_infos.json` — schema and split metadata.
3. `metadata_sample.jsonl` — readable records for schema checks.

## Processing choices

| Item | Value |
|---|---|
| Storage format | parquet |
| Preprocessing | curriculum |
| Augmentation | randaugment |
| Split strategy | random 90 10 |
| Sampling | hard negative |
| Quality checks | strict |
| Labeling | pseudo label |

## Environment

| Item | Value |
|---|---|
| Python | >= 3.9 |
| torch | 2.x |
| safetensors | any recent |

## Data sources

Source material is referenced but not bundled. Record the source version, retrieval date and any filtering rule so the same rows can be reproduced later.

## Files

| File | Purpose |
|---|---|
| `build_dataset.py` | primary artifact |
| `README.md` | this documentation |
| `dataset_infos.json` | schema metadata |
| `metadata_sample.jsonl` | schema sample |

## License

Distributed under the **apache-2.0** license. External datasets keep their own terms — check them separately.