kkoutini
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Duplicate from CPJKU/openmic
Browse files- .gitattributes +55 -0
- README.md +60 -0
- data/shard_test_0.parquet +3 -0
- data/shard_train_0.parquet +3 -0
.gitattributes
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*.ckpt filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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# Audio files - uncompressed
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*.pcm filter=lfs diff=lfs merge=lfs -text
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*.sam filter=lfs diff=lfs merge=lfs -text
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*.raw filter=lfs diff=lfs merge=lfs -text
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# Audio files - compressed
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*.aac filter=lfs diff=lfs merge=lfs -text
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*.flac filter=lfs diff=lfs merge=lfs -text
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*.mp3 filter=lfs diff=lfs merge=lfs -text
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*.ogg filter=lfs diff=lfs merge=lfs -text
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*.wav filter=lfs diff=lfs merge=lfs -text
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# Image files - uncompressed
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*.tiff filter=lfs diff=lfs merge=lfs -text
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# Image files - compressed
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README.md
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---
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dataset_info:
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features:
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- name: filename
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dtype: string
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- name: 'true'
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sequence: float32
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length: 20
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- name: mask
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sequence: int32
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length: 20
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- name: mp3_bytes
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dtype: binary
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splits:
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- name: train
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num_bytes: 1790991884
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num_examples: 14915
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- name: test
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num_bytes: 611455142
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num_examples: 5085
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download_size: 0
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dataset_size: 2402447026
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/shard_train_*
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- split: test
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path: data/shard_test_*
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---
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# CPJKU/openmic
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The dataset is made available by Spotify AB under a Creative Commons Attribution 4.0 International (CC BY 4.0) license. The full terms of this license are included alongside this dataset.
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This dataset is preprocessed and compressed to 32khz mp3 files. The bytes of the mp3 files are embedded.
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The mp3 bytes can be decoded quickly using for [example](https://github.com/kkoutini/PaSST/blob/4519e4605989b8c2e62dccb5b928af9bf7bf8602/audioset/dataset.py#L55) or [minimp3](https://github.com/f0k/minimp3py).
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Take a look at the original dataset for more information.
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The original dataset contains the following:
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10 second snippets of audio, in a directory format like 'audio/{0:3}/{0}.ogg'.format(sample_key)
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VGGish features as JSON objects, in a directory format like 'vggish/{0:3}/{0}.json'.format(sample_key)
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MD5 checksums for each OGG and JSON file
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Anonymized individual responses, in 'openmic-2018-individual-responses.csv'
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Aggregated labels, in 'openmic-2018-aggregated-labels.csv'
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Track metadata, with licenses for each audio recording, in 'openmic-2018-metadata.csv'
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A Python-friendly NPZ file of features and labels, 'openmic-2018.npz'
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Sample partitions for train and test, in 'partitions/*.txt'
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## Homepage
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https://zenodo.org/records/1432913
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## Citation
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```
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Humphrey, Eric J., Durand, Simon, and McFee, Brian. "OpenMIC-2018: An Open Dataset for Multiple Instrument Recognition." in Proceedings of the 19th International Society for Music Information Retrieval Conference (ISMIR), 2018.
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```
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## License
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CC BY 4.0
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data/shard_test_0.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:fcf1074c461b0a0517159485b3f6b86f8583c4681a1f8473a53625c53621a57a
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size 609383326
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data/shard_train_0.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:411d1cd908d6e8f2a8122dcbc56fcc1e93abdb0f094ec4f1a03dbdb259bb2ca6
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size 1785331179
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