update readmie

README.md

@@ -18,6 +18,17 @@ We introduce a new discretized audio tokenizer that runs at just **25 frames per
     <img src="./higgs_audio_tokenizer_architecture.png" alt="Architecture diagram of the Higgs Audio Tokenizer" width=900>
 </p>
 
+## Usage
+
+### Transformers 🤗
+
+Higgs Audio V2 Tokenizer is supported natively in `transformers`: [see the doc](https://huggingface.co/docs/transformers/en/model_doc/higgs_audio_v2_tokenizer).
+
+```bash
+uv pip install "transformers>=5.3.0"
+```
+
+
 ## Basics of Audio Quantization
 
 An audio signal sampled at \\(f_s\\) Hz is first split into frames by an encoder with hop size \\(M\\), giving a frame rate \\(f_r = \frac{f_s}{M}\quad\text{(frames/s)}.\\)