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Co-authored-by: Mahta Fetrat <MahtaFetrat@users.noreply.huggingface.co>

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+ # Audio files - uncompressed
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+ # Audio files - compressed
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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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+
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+ # GPTInformal Persian
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+
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+ ![Hugging Face](https://img.shields.io/badge/Hugging%20Face-Dataset-orange)
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+
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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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+
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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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+
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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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+
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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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+
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+ ### Data Columns
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+
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+ Each Parquet file contains the following columns:
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+
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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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+
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+ ## Usage
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+
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+ To use the dataset, you can load it directly using the Hugging Face datasets library:
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+
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+ ```python
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+ from datasets import load_dataset
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+
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+ dataset = load_dataset("MahtaFetrat/GPTInformal-Persian", split='train')
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+ ```
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+
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+ You can also download specific parts or the entire dataset:
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+
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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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+
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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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+
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+ ## Citation
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+
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+ If you use GPTInformal-Persian in your research or projects, please cite the following paper:
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+
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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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+
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+ ## License
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+
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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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