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Duplicate from MahtaFetrat/GPTInformal-Persian
Browse filesCo-authored-by: Mahta Fetrat <MahtaFetrat@users.noreply.huggingface.co>
- .gitattributes +58 -0
- README.md +92 -0
- dataset/dataset_part_1.parquet +3 -0
- dataset/dataset_part_2.parquet +3 -0
- dataset/dataset_part_3.parquet +3 -0
- dataset/dataset_part_4.parquet +3 -0
- dataset/dataset_part_5.parquet +3 -0
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# Audio files - uncompressed
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README.md
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---
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license: cc0-1.0
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tags:
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- gptinformal
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- gpt-informal
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- text-to-speech
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- tts
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- speech-synthesis
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- persian
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- data-collection
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- data-preprocessing
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- speech-processing
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- forced-alignment
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- speech-dataset
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- speech-corpus
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- dataset-preparation
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- persian-speech
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- tts-dataset
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- text-to-speech-dataset
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- mana-tts
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- manatts
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- speech-data-collection
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- gpt
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- llm-dataset
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---
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# GPTInformal Persian
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GPTInformal Persian is a Persian dataset of 6+ hours of audio and text pairs designed for speech synthesis and other speech-related tasks. The dataset has been collected, processed, and annotated as a part of the Mana-TTS project. For details on data processing pipeline and statistics, please refer to the paper in the Citation secition.
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## Data Source
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The text for this dataset was generated using GPT4o, with prompts covering a wide range of subjects such as politics and nature. The texts are intentionally crafted in informal Persian. Below is the prompt format used to generate these texts:
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> Please give me a very long text written in informal Persian. I want it to be mostly about [SUBJECT].
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These generated texts were then recorded in a quiet environment. The audio and text files underwent forced alignment using [aeneas](https://github.com/readbeyond/aeneas), resulting in smaller chunks of audio-text pairs as presented in this dataset.
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### Data Columns
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Each Parquet file contains the following columns:
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- **file name** (`string`): The unique identifier of the audio file.
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- **transcript** (`string`): The ground-truth transcript of the audio.
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- **duration** (`float64`): Duration of the audio file in seconds.
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- **subject** (`string`): The subject used in prompt to get the original text file.
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- **audio** (`sequence`): The actual audio data.
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- **samplerate** (`float64`): The sample rate of the audio.
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## Usage
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To use the dataset, you can load it directly using the Hugging Face datasets library:
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```python
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from datasets import load_dataset
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dataset = load_dataset("MahtaFetrat/GPTInformal-Persian", split='train')
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```
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You can also download specific parts or the entire dataset:
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```bash
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# Download a specific part
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wget https://huggingface.co/datasets/MahtaFetrat/GPTInformal-Persian/resolve/main/dataset/dataset_part_1.parquet
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# Download the entire dataset
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git clone https://huggingface.co/datasets/MahtaFetrat/GPTInformal-Persian
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```
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## Citation
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If you use GPTInformal-Persian in your research or projects, please cite the following paper:
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```bash
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@inproceedings{qharabagh-etal-2025-manatts,
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title = "{M}ana{TTS} {P}ersian: a recipe for creating {TTS} datasets for lower resource languages",
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author = "Qharabagh, Mahta Fetrat and Dehghanian, Zahra and Rabiee, Hamid R.",
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booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
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month = apr,
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year = "2025",
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address = "Albuquerque, New Mexico",
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publisher = "Association for Computational Linguistics",
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url = "https://aclanthology.org/2025.naacl-long.464/",
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pages = "9177--9206",
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}
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```
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## License
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This dataset is available under the cc0-1.0. However, the dataset should not be utilized for replicating or imitating the speaker’s voice for malicious
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purposes or unethical activities, including voice cloning for malicious intent.
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dataset/dataset_part_1.parquet
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dataset/dataset_part_2.parquet
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version https://git-lfs.github.com/spec/v1
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dataset/dataset_part_3.parquet
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dataset/dataset_part_4.parquet
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dataset/dataset_part_5.parquet
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