---
license: mit
dataset_info:
  features:
    - name: audio
      dtype:
        audio:
          sampling_rate: 16000
    - name: md5_audio
      dtype: string
    - name: duration
      dtype: float32
    - name: speakers
      dtype: string
    - name: timestamps_start
      dtype: string
    - name: timestamps_end
      dtype: string
    - name: num_speakers
      dtype: int64
    - name: num_segments
      dtype: int64
    - name: file_name
      dtype: string
  splits:
    - name: train
      num_bytes: 2500000
      num_examples: 5
  download_size: 2125000
  dataset_size: 2500000
task_categories:
  - automatic-speech-recognition
  - text-to-speech
language:
  - en
tags:
  - dataset
  - audio
  - speech
  - asr
pretty_name: Speaker Diarization Natural Dataset
size_categories:
  - n<1K
---

# Speaker Diarization Natural Dataset

## Dataset Description

This dataset contains 5 samples organized across multiple splits.
The dataset includes audio data.

### Splits

- **train**: 5 samples

## Dataset Creation

This dataset was created using StreamableDatasetManager on 2025-10-25T10:30:35.261566.

### Data Fields

The dataset includes the following columns:
- **audio**: Audio data (16kHz sampling rate)
- **md5_audio**: String data
- **duration**: Float32 data
- **speakers**: String data
- **timestamps_start**: String data
- **timestamps_end**: String data
- **num_speakers**: Int64 data
- **num_segments**: Int64 data
- **file_name**: String data

## Technical Details

- **Total samples**: 5
- **Shard length**: 5
- **Number of splits**: 1
- **Audio format**: 16kHz sampling rate