Update README.md

README.md

@@ -52,4 +52,89 @@ configs:
     path: data/validation-*
   - split: test
     path: data/test-*
+task_categories:
+- automatic-speech-recognition
+language:
+- fa
+tags:
+- common_voice
+- common_voice_21_0
+- asr
+- automatic_speech_recognition
+- persian
+- farsi
+- persian_language
+pretty_name: Common Voice 21.0
 ---
+
+
+
+# Common Voice 21.0 - Persian (fa)
+
+This is the filtered Persian (farsi) version of the latest (21.0) [Common Voice](https://commonvoice.mozilla.org/en/datasets) dataset, including only fully validated samples with zero down votes (`down_votes = 0`).
+
+---
+
+## 📊 Dataset Statistics
+
+### 🔹 Train Set (`train`)
+| Metric                     | Value                     |
+|----------------------------|---------------------------|
+| Number of samples          | 29,729                    |
+| Total duration             | 31.53 hours (113505.36 seconds) |
+| Average sample duration    | 3.82 seconds              |
+
+### 🔹 Validation Set (`validation`)
+| Metric                     | Value                     |
+|----------------------------|---------------------------|
+| Number of samples          | 10,668                    |
+| Total duration             | 12.60 hours (45376.80 seconds) |
+| Average sample duration    | 4.25 seconds              |
+
+### 🔹 Test Set (`test`)
+| Metric                     | Value                     |
+|----------------------------|---------------------------|
+| Number of samples          | 10,668                    |
+| Total duration             | 14.65 hours (52735.08 seconds) |
+| Average sample duration    | 4.94 seconds              |
+
+---
+### 📈 Overall Statistics
+| Metric                     | Value                     |
+|----------------------------|---------------------------|
+| Number of splits           | 3                         |
+| Total number of samples    | 51,065                   |
+| Total duration             | 58.78 hours (211617.24 seconds) |
+| Average sample duration    | 4.14 seconds              |
+
+---
+
+## 🧪 Usage
+
+```python
+from datasets import load_dataset, Audio
+
+dataset = load_dataset("aliyzd95/common_voice_21_0_fa", split="train")
+dataset = dataset.cast_column("audio", Audio(sampling_rate=16000))
+print(dataset[0]['audio'])
+```
+
+---
+
+## 📜 Licensing Information
+
+**Public Domain, CC-0**
+
+---
+
+## 📚 Citation
+
+```bibtex
+@inproceedings{commonvoice:2020,
+  author    = {Ardila, R. and Branson, M. and Davis, K. and Henretty, M. and Kohler, M. and Meyer, J. and Morais, R. and Saunders, L. and Tyers, F. M. and Weber, G.},
+  title     = {Common Voice: A Massively-Multilingual Speech Corpus},
+  booktitle = {Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020)},
+  pages     = {4211--4215},
+  year      = {2020}
+}
+```