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what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
waterfall burbling
vggsound-mp3/--0PQM4-hqg_000030.mp3
{"0": "--0PQM4-hqg", "1": 30, "2": "waterfall burbling", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
playing tennis
vggsound-mp3/--56QUhyDQM_000185.mp3
{"0": "--56QUhyDQM", "1": 185, "2": "playing tennis", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
people belly laughing
vggsound-mp3/--5OkAjCI7g_000040.mp3
{"0": "--5OkAjCI7g", "1": 40, "2": "people belly laughing", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
car engine starting
vggsound-mp3/--8puiAGLhs_000030.mp3
{"0": "--8puiAGLhs", "1": 30, "2": "car engine starting", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
alarm clock ringing
vggsound-mp3/--96EN9NUQM_000242.mp3
{"0": "--96EN9NUQM", "1": 242, "2": "alarm clock ringing", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
female speech, woman speaking
vggsound-mp3/--9O4XZOge4_000030.mp3
{"0": "--9O4XZOge4", "1": 30, "2": "female speech, woman speaking", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
cricket chirping
vggsound-mp3/--Aa4M484QM_000000.mp3
{"0": "--Aa4M484QM", "1": 0, "2": "cricket chirping", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
wind noise
vggsound-mp3/--Bu2xe4OSo_000430.mp3
{"0": "--Bu2xe4OSo", "1": 430, "2": "wind noise", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
foghorn
vggsound-mp3/--CC5pH97q4_000004.mp3
{"0": "--CC5pH97q4", "1": 4, "2": "foghorn", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
foghorn
vggsound-mp3/--CC5pH97q4_000033.mp3
{"0": "--CC5pH97q4", "1": 33, "2": "foghorn", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
cricket chirping
vggsound-mp3/--CudrykwoE_000067.mp3
{"0": "--CudrykwoE", "1": 67, "2": "cricket chirping", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
cricket chirping
vggsound-mp3/--CudrykwoE_000078.mp3
{"0": "--CudrykwoE", "1": 78, "2": "cricket chirping", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
people battle cry
vggsound-mp3/--DTR0_mIGI_000011.mp3
{"0": "--DTR0_mIGI", "1": 11, "2": "people battle cry", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
people battle cry
vggsound-mp3/--DTR0_mIGI_000032.mp3
{"0": "--DTR0_mIGI", "1": 32, "2": "people battle cry", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
playing volleyball
vggsound-mp3/--EquRwM9IQ_000008.mp3
{"0": "--EquRwM9IQ", "1": 8, "2": "playing volleyball", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
female singing
vggsound-mp3/--FenyW2i_4_000000.mp3
{"0": "--FenyW2i_4", "1": 0, "2": "female singing", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
playing harpsichord
vggsound-mp3/--G-wKyj6JQ_000030.mp3
{"0": "--G-wKyj6JQ", "1": 30, "2": "playing harpsichord", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
male speech, man speaking
vggsound-mp3/--HuBNHXu9I_000030.mp3
{"0": "--HuBNHXu9I", "1": 30, "2": "male speech, man speaking", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
playing bassoon
vggsound-mp3/--I3Bjp_ptc_000254.mp3
{"0": "--I3Bjp_ptc", "1": 254, "2": "playing bassoon", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
playing piano
vggsound-mp3/--IOqc-XgYo_000000.mp3
{"0": "--IOqc-XgYo", "1": 0, "2": "playing piano", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
people clapping
vggsound-mp3/--L3BCCcGEw_000400.mp3
{"0": "--L3BCCcGEw", "1": 400, "2": "people clapping", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
bee, wasp, etc. buzzing
vggsound-mp3/--Lj4Y_96f0_000120.mp3
{"0": "--Lj4Y_96f0", "1": 120, "2": "bee, wasp, etc. buzzing", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
baby babbling
vggsound-mp3/--Nrb6rtheE_000010.mp3
{"0": "--Nrb6rtheE", "1": 10, "2": "baby babbling", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
bee, wasp, etc. buzzing
vggsound-mp3/--PlJNEnf-s_000288.mp3
{"0": "--PlJNEnf-s", "1": 288, "2": "bee, wasp, etc. buzzing", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
people whispering
vggsound-mp3/--Q8wkZvDZE_000150.mp3
{"0": "--Q8wkZvDZE", "1": 150, "2": "people whispering", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
coyote howling
vggsound-mp3/--QVnZXkb_Y_000074.mp3
{"0": "--QVnZXkb_Y", "1": 74, "2": "coyote howling", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
coyote howling
vggsound-mp3/--QVnZXkb_Y_000098.mp3
{"0": "--QVnZXkb_Y", "1": 98, "2": "coyote howling", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
metronome
vggsound-mp3/--R3QLObQ5I_000319.mp3
{"0": "--R3QLObQ5I", "1": 319, "2": "metronome", "3": "train"}
what is the label for audio the labels: ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing ...
playing harp
vggsound-mp3/--SQyOb8eS0_000030.mp3
{"0": "--SQyOb8eS0", "1": 30, "2": "playing harp", "3": "train"}
given the labels ['people marching', 'waterfall burbling', 'playing tennis', 'people belly laughing', 'car engine starting', 'alarm clock ringing', 'female speech, woman speaking', 'cricket chirping', 'wind noise', 'foghorn', 'people battle cry', 'playing volleyball', 'female singing', 'playing harpsichord', 'male spee...
airplane
vggsound-mp3/--SvivLlKLU_000137.mp3
{"0": "--SvivLlKLU", "1": 137, "2": "airplane", "3": "train"}
End of preview. Expand in Data Studio

Zeroshot-Audio-Classification-Instructions

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

  1. VGGSound
  2. FSD50k
  3. Nonspeech7k
  4. urbansound8K
  5. VocalSound
  6. Emotion
  7. Gender
  8. ESD Emotion
  9. Age
  10. Language
  11. TAU Urban Acoustic Scenes 2022
  12. CochlScene
  13. BirdCLEF_2021
  14. EmoBox
  15. AudioSet

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

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!

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