Update README.md

README.md

@@ -26,6 +26,25 @@ This model do text to speeche task in italian language
 ## Intended uses & limitations
 
 More information needed
+Example:
+
+
+from transformers import AutoProcessor, SpeechT5ForTextToSpeech
+
+processor = AutoProcessor.from_pretrained("jjsprockel/speecht5_finetuned_voxpopuli_it")
+model = SpeechT5ForTextToSpeech.from_pretrained("jjsprockel/speecht5_finetuned_voxpopuli_it")
+
+speaker_embeddings = torch.tensor(example["speaker_embeddings"]).unsqueeze(0)
+
+text = "Quando pensi che sarà possibile viaggiare?"
+inputs = processor(text=text, return_tensors="pt")
+
+vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
+speech = model.generate_speech(inputs["input_ids"], speaker_embeddings, vocoder=vocoder)
+
+from IPython.display import Audio
+Audio(speech.numpy(), rate=16000)
+
 
 ## Training and evaluation data