Datasets:

Chand0320
/

fsd50k_hf

Modalities:

Audio

Text

Formats:

parquet

Size:

10K - 100K

ArXiv:

Libraries:

Datasets

Dask

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Auto-converted to Parquet

Split (2)

train · 41k rows

id int64 221 436k	labels stringclasses 663 values	sampling_rate int64 44.1k 44.1k
64,760	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
16,399	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
16,401	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
16,402	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
16,404	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
345,111	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,761	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
268,259	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,762	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
160,826	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
40,515	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
40,516	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
40,517	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
420,945	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
420,946	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
420,947	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
86,100	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,741	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
40,523	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,743	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,744	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
40,525	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
51,319	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,746	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,318	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,258	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,259	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,260	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,261	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,262	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,263	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,264	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,265	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,266	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,267	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,268	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,269	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,270	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,272	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,757	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,276	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,277	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,278	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,279	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,280	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,281	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,283	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,284	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,285	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,286	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,287	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,288	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,289	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,314	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,290	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
4,291	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,310	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,703	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,312	Electric_guitar,Bass_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,704	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,706	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,707	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,708	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,315	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,317	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,711	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,712	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,714	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,715	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,717	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,718	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,720	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,721	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,722	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,723	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,724	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,725	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,726	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,727	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,728	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,729	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,730	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,731	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,732	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,733	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,734	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,736	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,737	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,738	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,350	Electric_guitar,Bass_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,351	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
193,768	Electric_guitar,Bass_guitar,Crash_cymbal,Hi-hat,Bass_drum,Drum,Snare_drum,Drum_kit,Guitar,Plucked_string_instrument,Musical_instrument,Music,Percussion,Cymbal	44,100
64,739	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,740	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,747	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
266,476	Electric_guitar,Bass_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,357	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,750	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
64,742	Electric_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100
5,360	Electric_guitar,Bass_guitar,Guitar,Plucked_string_instrument,Musical_instrument,Music	44,100

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HuggingFace data repo for Multi-label audio classification benchmark FSD50K. All other existing FSD50K repos on HuggingFace were either broken or didn't have the full 50k (40k train + 10k test) split

Original paper: https://arxiv.org/abs/2010.00475

Original Dataset (in .zip format): https://zenodo.org/records/4060432

from datasets import load_dataset
fsd50k = load_dataset("Chand0320/fsd50k_hf", split = "train")

More Information needed

Downloads last month: 179

Size of downloaded dataset files:

31.3 GB

Size of the auto-converted Parquet files:

31.3 GB

Number of rows:

51,197