Update README.md

README.md

@@ -10,3 +10,18 @@ datasets:
 metrics:
 - WER
 ---
+## Model
+* Name: Whisper Medium Swahili
+* Description: Whisper weights for speech-to-text task, fine-tuned and evaluated on normalized data.
+
+## Weights
+* Date of release: 12.09.2022
+* License: MIT
+
+## Usage
+To use these weights in HuggingFace's `transformers` library, you can do the following:
+```python
+from transformers import WhisperForConditionalGeneration
+
+model = WhisperForConditionalGeneration.from_pretrained("hedronstone/whisper-small-sw")
+```