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--- |
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annotations_creators: |
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- expert-generated |
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language: |
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- pl |
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license: |
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- other |
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multilinguality: |
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- monolingual |
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size_categories: |
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- 10K<n<100K |
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source_datasets: |
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- original |
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task_categories: |
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- other |
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task_ids: |
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- other-other-automatic speech recognition |
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--- |
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# Dataset Card for ClarinPL Studio Speech Corpus |
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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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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [CLARIN-PL mowa](https://mowa.clarin-pl.eu/) |
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- **Repository:** [Kaldi Baseline](https://github.com/danijel3/ClarinStudioKaldi) |
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- **Paper:** [Polish Read Speech Corpus for Speech Tools and Services](https://arxiv.org/abs/1706.00245) |
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- **Leaderboard:** [Paperswithcode Leaderboard][Needs More Information] |
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- **Point of Contact:** [Danijel Koržinek](https://github.com/danijel3/) |
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### Dataset Summary |
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The corpus consists of 317 speakers recorded in 554 |
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sessions, where each session consists of 20 read sentences and 10 phonetically rich words. The size of |
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the audio portion of the corpus amounts to around 56 hours, with transcriptions containing 356674 words |
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from a vocabulary of size 46361. |
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### Supported Tasks and Leaderboards |
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[Needs More Information] |
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### Languages |
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The audio is in Polish. |
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## Dataset Structure |
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### Data Instances |
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A typical data point comprises the path to the audio file, usually called `file` and its transcription, called `text`. |
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An example from the dataset is: |
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``` |
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{'file': '/root/.cache/huggingface/datasets/downloads/extracted/333ddc746f2df1e1d19b44986992d4cbe28710fde81d533a220e755ee6c5c519/audio/SES0001/rich001.wav', |
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'id': 'SES0001_rich001', |
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'speaker_id': 'SPK0001', |
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'text': 'drożdże dżip gwożdżenie ozimina wędzarz rdzeń wędzonka ingerować kładzenie jutrzenka'} |
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``` |
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### Data Fields |
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- file: A path to the downloaded audio file in .wav format. |
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- text: the transcription of the audio file. |
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- speaker_id: The ID of the speaker of the audio. |
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### Data Splits |
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| | Train | Test | Valid | |
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| ----- | ----- | ---- | ----- | |
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| dataset | 11222 | 1362 | 1229 | |
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## Dataset Creation |
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### Curation Rationale |
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The purpose of this segment of the project was to develop specific tools that would allow for automatic and semi-automatic processing of large quantities of acoustic speech data. Another purpose of the corpus was to serve as a reference for studies in phonetics and pronunciation. |
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### Source Data |
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#### Initial Data Collection and Normalization |
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The corpus was recorded in a studio environment using two microphones: a high-quality studio microphone and a typical consumer audio headset. |
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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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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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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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[CLARIN PUB+BY+INF+NORED](https://mowa.clarin-pl.eu/korpusy/LICENSE) |
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### Citation Information |
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``` |
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@article{korvzinek2017polish, |
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title={Polish read speech corpus for speech tools and services}, |
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author={Kor{\v{z}}inek, Danijel and Marasek, Krzysztof and Brocki, {\L}ukasz and Wo{\l}k, Krzysztof}, |
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journal={arXiv preprint arXiv:1706.00245}, |
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year={2017} |
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} |
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``` |
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### Contributions |
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[Needs More Information] |
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