Update README.md

README.md

@@ -10,13 +10,13 @@ dataset_info:
     dtype: string
   splits:
   - name: train
-    num_bytes: 277452582.0
+    num_bytes: 277452582
     num_examples: 907
   - name: test
-    num_bytes: 32977207.0
+    num_bytes: 32977207
     num_examples: 100
   download_size: 302126264
-  dataset_size: 310429789.0
+  dataset_size: 310429789
 - config_name: Synthetic
   features:
   - name: file_name
@@ -77,4 +77,34 @@ task_categories:
 - automatic-speech-recognition
 language:
 - ar
+pretty_name: arvoice
+size_categories:
+- 10K<n<100K
 ---
+
+<h2 align="center">
+  <b>ArVoice: A Multi-Speaker Dataset for Arabic Speech Synthesis</b>
+</h2>
+
+<div style="font-size: 16px; text-align: justify;">
+    <p>ArVoice is a multi-speaker Modern Standard Arabic (MSA) speech corpus with fully diacritized transcriptions, intended  for multi-speaker speech synthesis, and can be useful for other tasks such as speech-based diacritic restoration, voice conversion, and deepfake detection. ArVoice comprises: (1) a new professionally recorded set from 6 voice talents with diverse demographics, (2) a modified subset of the Arabic Speech Corpus; and (3) high-quality synthetic speech from 2 commercial systems. The complete corpus consists of a total of 83.52 hours of speech across 11 voices; around 10 hours consist of human voices from 7 speakers.The modified subset and full synthetic subset are available in this repo. To access the new professionally recorded subset, <a href="/"> sign this agreement</a>. If you use the dataset or transcriptions provided in Huggingface, <u>place cite the paper</u>. 
+</p>
+</div>
+
+Usage Example
+
+```python
+df = load_dataset(path="herwoww/ArVoice", data_dir="Human_3") #data_dir options: Human_3, Synthetic, 
+print(df) 
+
+    DatasetDict({
+        train: Dataset({
+            features: ['audio', 'transcription', 'speaker_id'],
+            num_rows: 907
+        })
+        test: Dataset({
+            features: ['audio', 'transcription', 'speaker_id'],
+            num_rows: 100
+        })
+    })
+```