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+ ---
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+ annotations_creators:
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+ - crowdsourced
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+ - machine-generated
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+ language_creators:
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+ - crowdsourced
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+ - machine-generated
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+ languages:
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+ - en
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+ licenses:
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+ - cc-by-2.0
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+ - cc-by-2.5
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+ - cc-by-3.0
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+ - cc-by-4.0
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+ - cc-by-sa-2.5
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+ - cc-by-sa-3.0
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+ - cc-by-sa-4.0
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+ multilinguality:
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+ - monolingual
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+ pretty_name: People's Speech
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+ size_categories:
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+ - 1T<n
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+ source_datasets:
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+ - original
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+ task_categories:
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+ - automatic-speech-recognition
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+ task_ids:
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+ - speech-recognition
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+ - robust-speech-recognition
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+ - noisy-speech-recognition
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+ ---
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+
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+ # Dataset Card for People's Speech
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+
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+ ## Table of Contents
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+ - [Dataset Description](#dataset-description)
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+ - [Dataset Summary](#dataset-summary)
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+ - [Supported Tasks](#supported-tasks-and-leaderboards)
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+ - [Languages](#languages)
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+ - [Dataset Structure](#dataset-structure)
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+ - [Data Instances](#data-instances)
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+ - [Data Fields](#data-instances)
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+ - [Data Splits](#data-instances)
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+ - [Dataset Creation](#dataset-creation)
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+ - [Curation Rationale](#curation-rationale)
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+ - [Source Data](#source-data)
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+ - [Annotations](#annotations)
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+ - [Personal and Sensitive Information](#personal-and-sensitive-information)
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+ - [Considerations for Using the Data](#considerations-for-using-the-data)
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+ - [Social Impact of Dataset](#social-impact-of-dataset)
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+ - [Discussion of Biases](#discussion-of-biases)
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+ - [Other Known Limitations](#other-known-limitations)
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+ - [Additional Information](#additional-information)
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+ - [Dataset Curators](#dataset-curators)
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+ - [Licensing Information](#licensing-information)
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+ - [Citation Information](#citation-information)
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+
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+ ## Dataset Description
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+
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+ - **Homepage:** https://mlcommons.org/en/peoples-speech/
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+ - **Repository:** https://github.com/mlcommons/peoples-speech
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+ - **Paper:** https://arxiv.org/abs/2111.09344
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+ - **Leaderboard:** [Needs More Information]
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+ - **Point of Contact:** datasets@mlcommons.org
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+
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+ ### Dataset Summary
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+
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+ The People's Speech Dataset is among the world's largest English speech recognition corpus today that is licensed for academic and commercial usage under CC-BY-SA and CC-BY 4.0. It includes 30,000+ hours of transcribed speech in English languages with a diverse set of speakers. This open dataset is large enough to train speech-to-text systems and crucially is available with a permissive license.
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+
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+ ### Supported Tasks and Leaderboards
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+
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+ [Needs More Information]
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+
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+ ### Languages
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+
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+ English
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+
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+ ## Dataset Structure
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+
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+ ### Data Instances
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+
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+ {
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+ "id": "gov_DOT_uscourts_DOT_scotus_DOT_19-161/gov_DOT_uscourts_DOT_scotus_DOT_19-161_DOT_2020-03-02_DOT_mp3_00002.flac",
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+ "audio": {
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+ "path": "gov_DOT_uscourts_DOT_scotus_DOT_19-161/gov_DOT_uscourts_DOT_scotus_DOT_19-161_DOT_2020-03-02_DOT_mp3_00002.flac"
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+ "array": array([-6.10351562e-05, ...]),
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+ "sampling_rate": 16000
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+ }
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+ "duration_ms": 14490,
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+ "text": "contends that the suspension clause requires a [...]"
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+ }
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+
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+ ### Data Fields
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+
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+ {
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+ "id": datasets.Value("string"),
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+ "audio": datasets.Audio(sampling_rate=16_000),
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+ "duration_ms": datasets.Value("int32"),
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+ "text": datasets.Value("string"),
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+ }
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+
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+ ### Data Splits
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+
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+ We provide the following configurations for the dataset: `cc-by-clean`, `cc-by-dirty`, `cc-by-sa-clean`, `cc-by-sa-dirty`, and `microset`. We don't provide splits for any of the configurations.
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+
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+ ## Dataset Creation
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+
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+ ### Curation Rationale
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ ### Source Data
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+
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+ #### Initial Data Collection and Normalization
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ #### Who are the source language producers?
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ ### Annotations
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+
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+ #### Annotation process
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ #### Who are the annotators?
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ ### Personal and Sensitive Information
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ ## Considerations for Using the Data
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+
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+ ### Social Impact of Dataset
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ ### Discussion of Biases
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+
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+ See our [paper](https://arxiv.org/abs/2111.09344).
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+
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+ ### Other Known Limitations
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+
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+ [Needs More Information]
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+
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+ ## Additional Information
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+
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+ ### Dataset Curators
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+
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+ [Needs More Information]
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+
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+ ### Licensing Information
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+
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+ We provide CC-BY and CC-BY-SA subsets of the dataset.
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+
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+ ### Citation Information
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+
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+ [Needs More Information]