stapesai/ssi-speech-emotion-recognition

---
language:
- en
- hi
license: mit
size_categories:
- 10K<n<100K
pretty_name: 'SSI: Speech Emotion Recognition - Stapes AI'
dataset_info:
features:
- name: file_path
dtype:
audio:
sampling_rate: 16000
- name: emotion
dtype: string
- name: emotion_intensity
dtype: string
- name: gender
dtype: string
- name: age_group
dtype: string
- name: dataset
dtype: string
- name: speaker_id
dtype: string
- name: text
dtype: string
- name: utterance_number
dtype: string
splits:
- name: train
num_bytes: 1344033641.435619
num_examples: 10000
- name: validation
num_bytes: 269235285.30198026
num_examples: 1999
- name: test
num_bytes: 19634415.54440059
num_examples: 163
download_size: 1360110709
dataset_size: 1632903342.282
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
---
# Dataset Card for `SSI: Speech Emotion Recognition - Stapes AI`

## Dataset Details

# Dataset Format for Audio Files

This is the format for the audio files in the dataset. We'll open-source the dataset soon.

## Gender

- `M` - Male
- `F` - Female

## Age Group

- `CH` - Child (0-12)
- `TE` - Teenager (13-19)
- `AD` - Adult (20-60)
- `SE` - Senior (60+)
- `UNK` - Unknown

## Utterance Type

- `SEN`: Sentence
- `WOR`: Word
- `PHR`: Phrase

## Sentence

- `DFA`: "Don't Forget A jacket"
- `IEO`: "It's Eleven O' Clock"
- `IOM`: "I'm On My way to the meeting"
- `KTD`: "Kids are talking by the door"
- `DSD`: "Dogs are sitting by the door"

## Word

- refer `words.txt`

## Emotion

- `ANG`: Anger
- `DIS`: Disgust
- `FEA`: Fear
- `HAP`: Happy
- `NEU`: Neutral
- `SAD`: Sad
- `CAL`: Calm
- `SUR`: Surprised

## Emotion Intensity

- `LO`: Low intensity
- `MD`: Medium intensity
- `HI`: High intensity
- `UNK`: Unknown intensity
-
## File name format

```bash
<Emotion>_<EmotionIntensity>_<Gender>_<AgeGroup>_<Dataset>_<SpeakerID>_<UtteranceType>_<Sentence/Word>_<UtteranceNumber>.wav
```

Note: `Sentence` is written in short form and `Word` is written in full form (small case).

Note: metadata will be provided with all files

### Dataset Description

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## Uses

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### Source Data

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#### Personal and Sensitive Information

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## Bias, Risks, and Limitations

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