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Create app.py
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app.py
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import gradio as gr
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import numpy as np
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from bark import SAMPLE_RATE, generate_audio
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def predict(text_prompt):
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if len(text_prompt.strip()) == 0:
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return (16000, np.zeros(0).astype(np.int16))
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audio_array = audio_array = generate_audio(text_prompt)
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audio_array = (audio_array * 32767).astype(np.int16)
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return (SAMPLE_RATE, audio_array)
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title = "🐶 Bark"
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description = """
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Bark is a transformer-based text-to-audio model created by [Suno](https://suno.ai/). Bark can generate highly realistic, multilingual speech as well as other audio - including music, background noise and simple sound effects. The model can also produce nonverbal communications like laughing, sighing and crying.
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"""
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article = """
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## 🌎 Foreign Language
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Bark supports various languages out-of-the-box and automatically determines language from input text. When prompted with code-switched text, Bark will even attempt to employ the native accent for the respective languages in the same voice.
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Try the prompt:
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```
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Buenos días Miguel. Tu colega piensa que tu alemán es extremadamente malo. But I suppose your english isn't terrible.
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```
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## 🤭 Non-Speech Sounds
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Below is a list of some known non-speech sounds, but we are finding more every day. Please let us know if you find patterns that work particularly well on Discord!
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* [laughter]
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* [laughs]
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* [sighs]
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* [music]
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* [gasps]
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* [clears throat]
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* — or ... for hesitations
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* ♪ for song lyrics
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* capitalization for emphasis of a word
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* MAN/WOMAN: for bias towards speaker
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Try the prompt:
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```
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" [clears throat] Hello, my name is Suno. And, uh — and I like pizza. [laughs] But I also have other interests such as... ♪ singing ♪."
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```
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## 🎶 Music
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Bark can generate all types of audio, and, in principle, doesn't see a difference between speech and music. Sometimes Bark chooses to generate text as music, but you can help it out by adding music notes around your lyrics.
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Try the prompt:
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```
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♪ In the jungle, the mighty jungle, the lion barks tonight ♪
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```
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## 👥 Speaker Prompts
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You can provide certain speaker prompts such as NARRATOR, MAN, WOMAN, etc. Please note that these are not always respected, especially if a conflicting audio history prompt is given.
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Try the prompt:
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```
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WOMAN: I would like an oatmilk latte please.
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MAN: Wow, that's expensive!
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```
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## Details
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Bark model by [Suno](https://suno.ai/), including official [code](https://github.com/suno-ai/bark/tree/main) and model weights. Gradio demo by 🤗 Hugging Face. Bark is licensed under a non-commercial license: CC-BY 4.0 NC.
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"""
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examples = [
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["Hello, my name is Suno. And, uh — and I like pizza. [laughs] But I also have other interests such as playing tic tac toe."],
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["Buenos días Miguel. Tu colega piensa que tu alemán es extremadamente malo. But I suppose your english isn't terrible."],
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["♪ In the jungle, the mighty jungle, the lion barks tonight ♪"],
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["WOMAN: I would like an oatmilk latte please. MAN: Wow, that's expensive!"],
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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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description=description,
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article=article,
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examples=examples,
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).launch(share=True)
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