---
language:
- en
dataset_info:
  features:
  - name: question
    dtype: string
  - name: answer
    dtype: string
  - name: audio_filename
    dtype: string
  - name: metadata
    dtype: string
  splits:
  - name: vggsound_train
    num_bytes: 1189877449
    num_examples: 182615
  - name: vggsound_test
    num_bytes: 99939976
    num_examples: 15341
  - name: nonspeech7k_train
    num_bytes: 2451589
    num_examples: 6289
  - name: nonspeech7k_test
    num_bytes: 285542
    num_examples: 725
  - name: vocalsound_train
    num_bytes: 3646349
    num_examples: 15531
  - name: vocalsound_test
    num_bytes: 842929
    num_examples: 3591
  - name: urbansound8k
    num_bytes: 3453567
    num_examples: 8732
  - name: emotion
    num_bytes: 16432408
    num_examples: 19974
  - name: age
    num_bytes: 62968387
    num_examples: 48767
  - name: gender
    num_bytes: 60029824
    num_examples: 48767
  - name: language
    num_bytes: 93887480
    num_examples: 48767
  - name: fsd50k
    num_bytes: 175199243
    num_examples: 51197
  - name: CochlScene_train
    num_bytes: 17713725
    num_examples: 60855
  - name: CochlScene_test
    num_bytes: 2230052
    num_examples: 7687
  - name: CochlScene_val
    num_bytes: 2189339
    num_examples: 7573
  - name: tau2022
    num_bytes: 100770546
    num_examples: 230350
  - name: esd_emotion
    num_bytes: 4977344
    num_examples: 35000
  - name: BirdCLEF_2021_scientific_name
    num_bytes: 265135140
    num_examples: 27740
  - name: BirdCLEF_2021_common_name
    num_bytes: 250890697
    num_examples: 27740
  - name: audioset
    num_bytes: 2616069868
    num_examples: 312883
  - name: emobox
    num_bytes: 38409103
    num_examples: 184821
  download_size: 99507577
  dataset_size: 5007400557
configs:
- config_name: default
  data_files:
  - split: vggsound_train
    path: data/vggsound_train-*
  - split: vggsound_test
    path: data/vggsound_test-*
  - split: nonspeech7k_train
    path: data/nonspeech7k_train-*
  - split: nonspeech7k_test
    path: data/nonspeech7k_test-*
  - split: vocalsound_train
    path: data/vocalsound_train-*
  - split: vocalsound_test
    path: data/vocalsound_test-*
  - split: urbansound8k
    path: data/urbansound8k-*
  - split: emotion
    path: data/emotion-*
  - split: age
    path: data/age-*
  - split: gender
    path: data/gender-*
  - split: language
    path: data/language-*
  - split: fsd50k
    path: data/fsd50k-*
  - split: CochlScene_train
    path: data/CochlScene_train-*
  - split: CochlScene_test
    path: data/CochlScene_test-*
  - split: CochlScene_val
    path: data/CochlScene_val-*
  - split: tau2022
    path: data/tau2022-*
  - split: esd_emotion
    path: data/esd_emotion-*
  - split: BirdCLEF_2021_scientific_name
    path: data/BirdCLEF_2021_scientific_name-*
  - split: BirdCLEF_2021_common_name
    path: data/BirdCLEF_2021_common_name-*
  - split: audioset
    path: data/audioset-*
  - split: emobox
    path: data/emobox-*
---
# Zeroshot-Audio-Classification-Instructions

Convert audio classification dataset into zero-shot format speech instructions, support both single label and multi-label,

1. [VGGSound](https://huggingface.co/datasets/Loie/VGGSound)
2. [FSD50k](https://huggingface.co/datasets/Fhrozen/FSD50k)
3. [Nonspeech7k](https://huggingface.co/datasets/W4ng1204/Nonspeech7k)
4. [urbansound8K](https://huggingface.co/datasets/danavery/urbansound8K)
5. [VocalSound](https://huggingface.co/datasets/MahiA/VocalSound)
6. [Emotion](https://huggingface.co/datasets/mesolitica/Classification-Speech-Instructions/viewer/default/emotion)
7. [Gender](https://huggingface.co/datasets/mesolitica/Classification-Speech-Instructions/viewer/default/gender_age)
8. [ESD Emotion](https://github.com/HLTSingapore/Emotional-Speech-Data)
9. [Age](https://huggingface.co/datasets/mesolitica/Classification-Speech-Instructions/viewer/default/gender_age)
10. [Language](https://huggingface.co/datasets/mesolitica/Classification-Speech-Instructions/viewer/default/gender_age)
11. [TAU Urban Acoustic Scenes 2022](https://zenodo.org/records/6337421)
12. [CochlScene](https://zenodo.org/records/7080122)
13. [BirdCLEF_2021](https://huggingface.co/datasets/mesolitica/Animal-Sound-Instructions/viewer/default/BirdCLEF_2021)
14. [EmoBox](https://huggingface.co/datasets/mesolitica/EmoBox)
15. [AudioSet](https://huggingface.co/datasets/mesolitica/AudioSet-Audio-Instructions)

We also converted huge WAV files into MP3 16k sample rate to reduce storage size.

**To prevent leakage, please do not include test set in training session**.

## how to prepare the dataset

```bash
huggingface-cli download \
mesolitica/Zeroshot-Audio-Classification-Instructions \
--include "*.zip" \
--repo-type "dataset" \
--local-dir './'

huggingface-cli download \
mesolitica/Audio-Adversarial-Instructions \
--include "*.zip" \
--repo-type "dataset" \
--local-dir './'

huggingface-cli download \
mesolitica/Animal-Sound-Instructions \
--include "*.zip" \
--repo-type "dataset" \
--local-dir './'

huggingface-cli download \
mesolitica/EmoBox \
--include "*.zip" \
--repo-type "dataset" \
--local-dir './'

wget https://gist.githubusercontent.com/huseinzol05/2e26de4f3b29d99e993b349864ab6c10/raw/9b2251f3ff958770215d70c8d82d311f82791b78/unzip.py
python3 unzip.py
```

## Acknowledgement

Special thanks to https://www.sns.com.my and Nvidia for 8x H100 node!