README.md

metadata

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

<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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