Create app.pu

app.py

@@ -0,0 +1,22 @@
+import gradio as gr
+import torch
+from transformers import AutoProcessor, VitsModel
+
+model_id = "facebook/mms-tts-ava"
+
+processor = AutoProcessor.from_pretrained(model_id)
+model = VitsModel.from_pretrained(model_id)
+
+def tts_fn(text):
+    inputs = processor(text=text, return_tensors="pt")
+    with torch.no_grad():
+        output = model(**inputs)
+    waveform = output.waveform.squeeze().numpy()
+    return (16000, waveform)
+
+gr.Interface(
+    fn=tts_fn,
+    inputs=gr.Textbox(label="Nhập văn bản Avar"),
+    outputs=gr.Audio(label="Kết quả TTS", type="numpy"),
+    title="TTS Avar - facebook/mms-tts-ava"
+).launch()