Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language
Introduced by Faria et al. in Vashantor: A Large-scale Multilingual Benchmark Dataset for Automated Translation of Bangla Regional Dialects to Bangla Language
The Vashantor dataset consists of 32,500 sentences from different regions, including Chittagong, Noakhali, Sylhet, Barishal, and Mymensingh. It is categorized into two language formats: "Bangla" and "Banglish." Each region and language combination has specified quantities for training, testing, and validation samples. The dataset details are as follows:
Specifics of the Core Data:
| Type | Bangla | Banglish | English |
|---|---|---|---|
| Train | 1875 | 1875 | 1875 |
| Test | 375 | 375 | 375 |
| Validation | 250 | 250 | 250 |
Specifics of the Regional Data:
| Region | Type | Train | Test | Validation |
|---|---|---|---|---|
| Chittagong | Bangla | 1875 | 375 | 250 |
| Banglish | 1875 | 375 | 250 | |
| Noakhali | Bangla | 1875 | 375 | 250 |
| Banglish | 1875 | 375 | 250 | |
| Sylhet | Bangla | 1875 | 375 | 250 |
| Banglish | 1875 | 375 | 250 | |
| Barishal | Bangla | 1875 | 375 | 250 |
| Banglish | 1875 | 375 | 250 | |
| Mymensingh | Bangla | 1875 | 375 | 250 |
| Banglish | 1875 | 375 | 250 |
Papers
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