Update README.md

README.md

@@ -59,3 +59,17 @@ The model has been finetuned on Coommonvoice-v13 (FR) for 14 epochs on 4x2080 Ti
  
 - The set of hyperparameters used for training are the same as those detailed in Annex B and Table 6 of [wav2vec2 paper](https://arxiv.org/pdf/2006.11477.pdf).
 
+## Usage (with HuggingSound)
+
+The model can be used directly using the [HuggingSound](https://github.com/jonatasgrosman/huggingsound) library:
+
+```python
+from huggingsound import SpeechRecognitionModel
+
+model = SpeechRecognitionModel("jonatasgrosman/wav2vec2-large-xlsr-53-french")
+audio_paths = ["/path/to/file.mp3", "/path/to/another_file.wav"]
+
+transcriptions = model.transcribe(audio_paths)
+```
+
+## Usage