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--- |
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dataset_info: |
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features: |
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- name: audio |
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dtype: |
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audio: |
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sampling_rate: 16000 |
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- name: sentence |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 8012803500.0 |
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num_examples: 82215 |
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download_size: 7479090641 |
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dataset_size: 8012803500.0 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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--- |
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# Merged Persian TTS Dataset |
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## Overview |
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This dataset is a comprehensive collection of Persian speech data, merged from several high-quality sources to facilitate Text-to-Speech (TTS) research and development for the Persian language. It combines audio recordings with their corresponding transcriptions, providing a rich resource for training and evaluating Persian TTS systems. |
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## Dataset Details |
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- **Language**: Persian (Farsi) |
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- **Total Samples**: [Insert total number of samples after merging] |
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- **Audio Format**: WAV (16-bit PCM) |
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- **Sampling Rate**: 16000 Hz |
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- **Columns**: |
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- `audio`: Audio file in WAV format |
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- `sentence`: Corresponding transcription of the audio in Persian text |
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## Source Datasets |
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This merged dataset combines data from the following sources: |
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1. **Persian Common Voice 17.0** |
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- Original Dataset: [Ashegh-Sad-Warrior/Persian_Common_Voice_17_0](https://huggingface.co/datasets/Ashegh-Sad-Warrior/Persian_Common_Voice_17_0) |
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- License: CC0 |
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2. **Persian Concatenated** |
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- Original Dataset: [koochikoo25/Persian-Concatenated](https://huggingface.co/datasets/koochikoo25/Persian-Concatenated) |
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- License: [Insert license information if available] |
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3. **Persian Speech Dataset** |
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- Original Dataset: [SeyedAli/Persian-Speech-Dataset](https://huggingface.co/datasets/SeyedAli/Persian-Speech-Dataset) |
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- License: [Insert license information if available] |
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4. **SP_HW5_PersianTTS** |
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- Original Dataset: [mohammadhossein/SP_HW5_PersianTTS](https://huggingface.co/datasets/mohammadhossein/SP_HW5_PersianTTS) |
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- License: [Insert license information if available] |
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5. **General Persian Dataset** |
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- Original Dataset: [m522t/general_persian_dataset](https://huggingface.co/datasets/m522t/general_persian_dataset) |
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- License: [Insert license information if available] |
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## Preprocessing |
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The following preprocessing steps were applied to create this merged dataset: |
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1. Audio files were standardized to a 16000 Hz sampling rate. |
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2. Text transcriptions were unified under the column name 'sentence'. |
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3. Only 'audio' and 'sentence' columns were retained from each source dataset. |
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## Usage |
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This dataset can be easily loaded 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("mshojaei77/persian_tts_merged") |
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``` |
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## Applications |
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This dataset is suitable for various speech-related tasks in Persian, including but not limited to: |
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- Text-to-Speech (TTS) system development |
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- Speech recognition model training |
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- Voice activity detection |
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- Linguistic analysis of Persian speech patterns |
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## Ethical Considerations |
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Users of this dataset should be aware of and respect the following ethical considerations: |
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- Privacy: Ensure that any use of this dataset complies with privacy regulations. |
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- Bias: Be aware of potential biases in the dataset, such as accent or dialect representation. |
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- Responsible AI: Use this dataset to develop AI systems that respect and preserve Persian language and culture. |
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## Acknowledgements |
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We express our gratitude to the creators and contributors of the original datasets, without whom this merged dataset would not have been possible. |
