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--- |
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annotations_creators: |
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- expert-generated |
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language_creators: |
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- crowdsourced |
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language: |
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- en |
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language_bcp47: |
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- en-US |
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license: |
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- other |
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multilinguality: |
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- monolingual |
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pretty_name: Buckeye Corpus |
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size_categories: |
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- unknown |
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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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--- |
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# Dataset Card for the Buckeye Corpus (buckeye_asr) |
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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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## Dataset Description |
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- **Homepage:** https://buckeyecorpus.osu.edu/ |
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- **Repository:** [Needs More Information] |
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- **Paper:** [Needs More Information] |
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- **Leaderboard:** [Needs More Information] |
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- **Point of Contact:** [Needs More Information] |
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### Dataset Summary |
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The Buckeye Corpus of conversational speech contains high-quality recordings from 40 speakers in Columbus OH conversing freely with an interviewer. The speech has been orthographically transcribed and phonetically labeled. |
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### Supported Tasks and Leaderboards |
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[Needs More Information] |
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### Languages |
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American English (en-US) |
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## Dataset Structure |
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### Data Instances |
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[Needs More Information] |
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### Data Fields |
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- `file`: filename of the audio file containing the utterance. |
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- `audio`: filename of the audio file containing the utterance. |
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- `text`: transcription of the utterance. |
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- `phonetic_detail`: list of phonetic annotations for the utterance (start, stop and label of each phone). |
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- `word_detail`: list of word annotations for the utterance (start, stop, label, broad and narrow transcriptions, syntactic class). |
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- `speaker_id`: string identifying the speaker. |
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- `id`: string identifying the utterance. |
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### Data Splits |
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The data is split in training, validation and test sets with different speakers (32, 4, and 4 speakers respectively) in each set. The sets are all balanced for speaker's gender and age. |
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## Dataset Creation |
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### Curation Rationale |
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[Needs More Information] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[Needs More Information] |
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#### Who are the source language producers? |
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[Needs More Information] |
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### Annotations |
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#### Annotation process |
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[Needs More Information] |
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#### Who are the annotators? |
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[Needs More Information] |
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### Personal and Sensitive Information |
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[Needs More Information] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[Needs More Information] |
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### Discussion of Biases |
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[Needs More Information] |
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### Other Known Limitations |
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[Needs More Information] |
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## Additional Information |
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### Dataset Curators |
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[Needs More Information] |
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### Licensing Information |
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FREE for noncommercial uses. |
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### Citation Information |
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``` |
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@misc{pitt2007Buckeye, |
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title = {Buckeye {Corpus} of {Conversational} {Speech} (2nd release).}, |
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url = {www.buckeyecorpus.osu.edu}, |
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publisher = {Columbus, OH: Department of Psychology, Ohio State University (Distributor)}, |
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author = {Pitt, M.A. and Dilley, L. and Johnson, K. and Kiesling, S. and Raymond, W. and Hume, E. and Fosler-Lussier, E.}, |
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year = {2007}, |
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} |
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``` |
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### Usage |
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The first step is to download a copy of the dataset from [the official website](https://buckeyecorpus.osu.edu). Once done, the dataset can be loaded directly through the `datasets` library by running: |
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``` |
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from datasets import load_dataset |
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dataset = load_dataset("bhigy/buckeye_asr", data_dir=<path_to_the_dataset>) |
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``` |
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where `<path_to_the_dataset>` points to the folder where the dataset is stored. An example of path to one of the audio files is then `<path_to_the_dataset>/s01/s0101a.wav`. |
