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Upload app.py
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app.py
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import time
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import streamlit as st
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import numpy as np
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import torch
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from espnet2.bin.tts_inference import Text2Speech
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from scipy.io.wavfile import write
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from PIL import Image
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fs, lang = 44100, "Japanese"
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model= "./100epoch.pth"
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x = "これはテストメッセージです"
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text2speech = Text2Speech.from_pretrained(
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model_file=model,
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device="cpu",
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speed_control_alpha=1.0,
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noise_scale=0.333,
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noise_scale_dur=0.333,
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)
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pause = np.zeros(30000, dtype=np.float32)
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st.title("おしゃべりAI安倍晋三メーカー")
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image = Image.open('abe.jpg')
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st.image(image)
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text = st.text_area(label='ここにテキストを入力 (Input Text)↓', height=100, max_chars=2048)
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if st.button("生成(Generate)"):
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with torch.no_grad():
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wav = text2speech(text)["wav"]
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wav_list = []
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wav_list.append(np.concatenate([wav.view(-1).cpu().numpy(), pause]))
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final_wav = np.concatenate(wav_list)
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st.audio(final_wav, sample_rate=fs)
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