Update README.md

README.md

@@ -39,6 +39,21 @@ It achieves the following results on the evaluation set:
 
 More information needed
 
+## Usage
+
+The model can be used directly (without a language model) as follows...
+
+Using the [HuggingSound](https://github.com/jonatasgrosman/huggingsound) library:
+
+```python
+from huggingsound import SpeechRecognitionModel
+
+model = SpeechRecognitionModel("pinot/wav2vec2-xls-r-300m-ja-cv-14_4")
+audio_paths = ["/path/to/file.mp3", "/path/to/another_file.wav"]
+
+transcriptions = model.transcribe(audio_paths)
+```
+
 ## Intended uses & limitations
 
 More information needed