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burraco135
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9eb0431
Delete test.py
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test.py
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import gradio as gr
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import librosa
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import numpy as np
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import torch
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from transformers import SpeechT5Processor, SpeechT5ForTextToSpeech, SpeechT5HifiGan
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checkpoint = "burraco135/speecht5_finetuned_voxpopuli_it"
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processor = SpeechT5Processor.from_pretrained(checkpoint)
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model = SpeechT5ForTextToSpeech.from_pretrained(checkpoint)
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
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speaker_embeddings = r"C:\Users\ester\OneDrive\Documenti\VSCode\Hugging Face\tts\speaker_embeddings.npy"
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def predict(text, speaker):
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# se il testo è vuoto, fai un array vuoto da 16000
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if len(text.strip()) == 0:
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return (16000, np.zeros(0).astype(np.int16))
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# preprocess text
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inputs = processor(text=text, return_tensors="pt")
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vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan")
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speech = model.generate_speech(speaker_embeddings, vocoder=vocoder)
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return (16000, speech)
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title = "SpeechT5: Speech Synthesis"
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examples = [
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["It is not in the stars to hold our destiny but in ourselves.", "BDL (male)"],
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["The octopus and Oliver went to the opera in October.", "CLB (female)"],
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["She sells seashells by the seashore. I saw a kitten eating chicken in the kitchen.", "RMS (male)"],
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["Brisk brave brigadiers brandished broad bright blades, blunderbusses, and bludgeons—balancing them badly.", "SLT (female)"],
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["A synonym for cinnamon is a cinnamon synonym.", "BDL (male)"],
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["How much wood would a woodchuck chuck if a woodchuck could chuck wood? He would chuck, he would, as much as he could, and chuck as much wood as a woodchuck would if a woodchuck could chuck wood.", "CLB (female)"],
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]
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gr.Interface(
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fn=predict,
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inputs=[
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gr.Text(label="Input Text")
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],
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outputs=[
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gr.Audio(label="Generated Speech", type="numpy"),
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],
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title=title,
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examples=examples,
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).launch()
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