autotrain-data-processor
commited on
Commit
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Parent(s):
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Processed data from AutoTrain data processor ([2023-06-16 14:07 ]
Browse files- README.md +74 -0
- processed/dataset_dict.json +1 -0
- processed/train/data-00000-of-00001.arrow +3 -0
- processed/train/dataset_info.json +52 -0
- processed/train/state.json +23 -0
- processed/valid/data-00000-of-00001.arrow +3 -0
- processed/valid/dataset_info.json +52 -0
- processed/valid/state.json +23 -0
README.md
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---
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task_categories:
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- summarization
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---
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# AutoTrain Dataset for project: musicprompt
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## Dataset Description
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This dataset has been automatically processed by AutoTrain for project musicprompt.
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### Languages
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The BCP-47 code for the dataset's language is unk.
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## Dataset Structure
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### Data Instances
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A sample from this dataset looks as follows:
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```json
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[
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{
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"feat_ytid": "XILyHZyyCik",
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"feat_start_s": 140,
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"feat_end_s": 150,
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"feat_audioset_positive_labels": "/m/015lz1,/m/028sqc,/m/04rlf",
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"text": "['pop', 'low quality', 'live performance', 'flat male vocal', 'passionate female vocal', 'wide harmonizing vocals', 'punchy kick', 'punchy snare', 'shimmering hi hats', 'groovy bass', 'crowd cheering', 'crowd singing', 'energetic', 'groovy', 'emotional', 'passionate']",
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"target": "The low quality recording features a live performance of a pop song that consists of flat male vocal talking, passionate female vocal, alongside harmonizing wide female vocals, singing over punchy kick and snare hits, shimmering hi hats and groovy bass. There are crowd singing and cheering sounds in the background. It sounds groovy, emotional, energetic and passionate.",
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"feat_author_id": 4,
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"feat_is_balanced_subset": false,
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"feat_is_audioset_eval": false
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},
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{
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"feat_ytid": "t9aSL2MwEDM",
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"feat_start_s": 30,
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"feat_end_s": 40,
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"feat_audioset_positive_labels": "/m/015lz1,/m/04rlf,/m/04wptg,/m/05w3f,/m/064t9,/m/06rqw",
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"text": "['pop', 'amateur recording', 'e-bass', 'e-guitar', 'acoustic drums', 'synth', 'female voice singing', 'mid range', 'mideum to uptempo']",
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"target": "This song contains a female singer singing with a lower voice. An acoustic drum is playing a simple groove with a catchy bassline. An e-guitar is playing the notes along with the bass. A keyboard is emulating an e-guitar sound by playing a little lick. This song may be playing at a live concert.",
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"feat_author_id": 6,
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"feat_is_balanced_subset": false,
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"feat_is_audioset_eval": false
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}
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]
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```
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### Dataset Fields
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The dataset has the following fields (also called "features"):
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```json
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{
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"feat_ytid": "Value(dtype='string', id=None)",
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"feat_start_s": "Value(dtype='int64', id=None)",
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"feat_end_s": "Value(dtype='int64', id=None)",
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"feat_audioset_positive_labels": "Value(dtype='string', id=None)",
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"text": "Value(dtype='string', id=None)",
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"target": "Value(dtype='string', id=None)",
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"feat_author_id": "Value(dtype='int64', id=None)",
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"feat_is_balanced_subset": "Value(dtype='bool', id=None)",
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"feat_is_audioset_eval": "Value(dtype='bool', id=None)"
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}
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```
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### Dataset Splits
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This dataset is split into a train and validation split. The split sizes are as follow:
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| Split name | Num samples |
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| ------------ | ------------------- |
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| train | 4416 |
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| valid | 1105 |
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processed/dataset_dict.json
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{"splits": ["train", "valid"]}
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processed/train/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:3b91907ceefc40d4b793160385ee4d93d5cf250fcfefa16852106e631baacdab
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size 2397232
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processed/train/dataset_info.json
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{
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"citation": "",
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"description": "AutoTrain generated dataset",
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"features": {
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"feat_ytid": {
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"dtype": "string",
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"_type": "Value"
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},
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"feat_start_s": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_end_s": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_audioset_positive_labels": {
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"dtype": "string",
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"_type": "Value"
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},
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"text": {
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"dtype": "string",
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"_type": "Value"
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},
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"target": {
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"dtype": "string",
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"_type": "Value"
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},
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"feat_author_id": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_is_balanced_subset": {
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"dtype": "bool",
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"_type": "Value"
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},
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"feat_is_audioset_eval": {
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"dtype": "bool",
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"_type": "Value"
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}
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},
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"homepage": "",
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"license": "",
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 2392850,
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"num_examples": 4416,
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"dataset_name": null
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}
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}
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}
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processed/train/state.json
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{
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"_data_files": [
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{
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"filename": "data-00000-of-00001.arrow"
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}
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],
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"_fingerprint": "672b764c805d620e",
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"_format_columns": [
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"feat_audioset_positive_labels",
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"feat_author_id",
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"feat_end_s",
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"feat_is_audioset_eval",
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"feat_is_balanced_subset",
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"feat_start_s",
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"feat_ytid",
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"target",
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"text"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_output_all_columns": false,
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"_split": null
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}
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processed/valid/data-00000-of-00001.arrow
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version https://git-lfs.github.com/spec/v1
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oid sha256:080a34793afc008557727ce279461355762b57ce60fc72232ebc6b58b2f5d9d4
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size 605448
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processed/valid/dataset_info.json
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{
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"citation": "",
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"description": "AutoTrain generated dataset",
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"features": {
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"feat_ytid": {
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"dtype": "string",
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"_type": "Value"
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},
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"feat_start_s": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_end_s": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_audioset_positive_labels": {
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"dtype": "string",
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"_type": "Value"
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},
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"text": {
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"dtype": "string",
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"_type": "Value"
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},
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"target": {
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"dtype": "string",
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"_type": "Value"
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},
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"feat_author_id": {
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"dtype": "int64",
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"_type": "Value"
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},
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"feat_is_balanced_subset": {
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"dtype": "bool",
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"_type": "Value"
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},
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"feat_is_audioset_eval": {
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"dtype": "bool",
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"_type": "Value"
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}
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},
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"homepage": "",
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"license": "",
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"splits": {
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"valid": {
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"name": "valid",
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"num_bytes": 602996,
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"num_examples": 1105,
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"dataset_name": null
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}
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}
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}
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processed/valid/state.json
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{
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"_data_files": [
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{
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"filename": "data-00000-of-00001.arrow"
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}
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],
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"_fingerprint": "1adb1497d93e4d01",
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"_format_columns": [
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"feat_audioset_positive_labels",
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"feat_author_id",
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"feat_end_s",
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"feat_is_audioset_eval",
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"feat_is_balanced_subset",
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"feat_start_s",
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"feat_ytid",
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"target",
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"text"
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],
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"_format_kwargs": {},
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"_format_type": null,
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"_output_all_columns": false,
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"_split": null
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}
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