Mahta Fetrat
6 months ago
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README.md
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| The dataset contains 528,891 annotated Persian sentences (327,475 homograph-focused) covering 285 homograph words with 2-4 pronunciation variants each. Variants are equally represented (~500 samples each) to mitigate bias. The composition blends multiple sources for diversity, as shown below: | The dataset contains 528,891 annotated Persian sentences (327,475 homograph-focused) covering 285 homograph words with 2-4 pronunciation variants each. Variants are equally represented (~500 samples each) to mitigate bias. The composition blends multiple sources for diversity, as shown below: | ||||
| <div align="center"> | <div align="center"> | ||||
| <div style="display: flex; justify-content: center; gap: 20px; margin-bottom: 10px; flex-wrap: wrap;"> | |||||
| <!-- Distribution Plot --> | |||||
| <div style="text-align: center;"> | |||||
| <img src="https://github.com/MahtaFetrat/HomoRich-G2P-Persian/blob/main/assets/composition-figure.png" width="400"/> | |||||
| <table style="border: none; border-collapse: collapse; margin: 0 auto;"> | |||||
| <tr style="border: none;"> | |||||
| <td style="border: none; padding: 0 10px; text-align: center;"> | |||||
| <img src="./assets/composition-figure.png" width="400"/> | |||||
| <p style="margin-top: 5px;">Distribution of data sources in HomoRich dataset</p> | <p style="margin-top: 5px;">Distribution of data sources in HomoRich dataset</p> | ||||
| </div> | |||||
| <div style="text-align: center;"> | |||||
| <img src="https://github.com/MahtaFetrat/HomoRich-G2P-Persian/blob/main/assets/composition-table.png" width="362"/> | |||||
| </td> | |||||
| <td style="border: none; padding: 0 10px; text-align: center;"> | |||||
| <img src="./assets/composition-table.png" width="362"/> | |||||
| <p style="margin-top: 5px;">The source for different parts of the HomoRich dataset</p> | <p style="margin-top: 5px;">The source for different parts of the HomoRich dataset</p> | ||||
| </div> | |||||
| </div> | |||||
| </td> | |||||
| </tr> | |||||
| </table> | |||||
| </div> | </div> | ||||
| The HomoRich dataset includes both formats for broad compatibility. Below is a visual comparison: | The HomoRich dataset includes both formats for broad compatibility. Below is a visual comparison: | ||||
| <div align="center"> | <div align="center"> | ||||
| <div style="display: flex; justify-content: center; gap: 20px; margin-bottom: 10px;"> | |||||
| <div style="text-align: center;"> | |||||
| <img src="https://github.com/MahtaFetrat/HomoRich-G2P-Persian/blob/main/assets/our-repr.png" width="400"/> | |||||
| <table style="border: none; border-collapse: collapse; margin: 0 auto; width: auto;"> | |||||
| <tr style="border: none;"> | |||||
| <td style="border: none; padding: 0 10px; text-align: center;"> | |||||
| <img src="./assets/our-repr.png" width="400"/> | |||||
| <p style="margin-top: 5px;">Repr. 1</p> | <p style="margin-top: 5px;">Repr. 1</p> | ||||
| </div> | |||||
| <div style="text-align: center;"> | |||||
| <img src="https://github.com/MahtaFetrat/HomoRich-G2P-Persian/blob/main/assets/ge2pe-repr.png" width="400"/> | |||||
| </td> | |||||
| <td style="border: none; padding: 0 10px; text-align: center;"> | |||||
| <img src="./assets/ge2pe-repr.png" width="400"/> | |||||
| <p style="margin-top: 5px;">Repr. 2</p> | <p style="margin-top: 5px;">Repr. 2</p> | ||||
| </div> | |||||
| </div> | |||||
| </td> | |||||
| </tr> | |||||
| </table> | |||||
| </div> | </div> | ||||
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