Create app.py

app.py

@@ -0,0 +1,17 @@
+from TTS.api import TTS
+import torch
+
+# Initialize TTS
+tts = TTS("tts_models/multilingual/multi-dataset/xtts_v2", gpu=True)
+
+# Generate and save speaker embedding
+def save_speaker_embedding(speaker_wav, output_path):
+    embedding = tts.speaker_manager.compute_embedding_from_clip(speaker_wav)
+    torch.save(embedding, output_path)
+    return output_path
+
+# Example usage
+speaker_wav = "path/to/speaker_audio.wav"
+output_embedding_path = "speaker_embedding.pth"
+save_speaker_embedding(speaker_wav, output_embedding_path)
+print(f"Speaker embedding saved at {output_embedding_path}")