Update README.md

README.md

@@ -20,4 +20,37 @@ tags:
 - vc
 - svc
 - multilingual
----
+---
+
+# FreeSVC: Zero-shot Multilingual Singing Voice Conversion
+
+**FreeSVC** is a state-of-the-art multilingual singing voice conversion model designed for zero-shot learning. It enables the conversion of singing voices across various languages without the need for extensive language-specific training.
+
+## Supported Languages
+
+FreeSVC supports the following languages:
+
+```yaml
+lang2id:
+    chinese: 0
+    dutch: 1
+    english: 2
+    french: 3
+    german: 4
+    italian: 5
+    japanese: 6
+    other: 7  # Vocal techniques
+    polish: 8
+    portuguese: 9
+    spanish: 10
+```
+Note: The "other" category includes various vocal techniques.
+
+## Model Overview
+FreeSVC leverages an enhanced VITS architecture integrated with Speaker-invariant Clustering (SPIN) and the ECAPA2 speaker encoder. This combination effectively separates speaker characteristics from linguistic content, ensuring high-quality and natural-sounding voice conversions across multiple languages.
+
+## Original Repository
+For more detailed information, please visit the [original GitHub repository](https://github.com/freds0/free-svc).
+
+## License
+This project is licensed under the MIT License.