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Update app.py
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app.py
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import
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import
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from
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model = GPT2LMHeadModel.from_pretrained("gpt2")
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#
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generated_text = tokenizer.decode(output[0], skip_special_tokens=True)
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return generated_text
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#
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iface = gr.Interface(
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generate_text,
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gr.Textbox(lines=5, label="Input Text"),
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"textbox",
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examples=[
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["Once upon a time, in a land far, far away..."]
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],
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title="GPT-2 Text Generation",
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description="Enter some text and GPT-2 will generate more!",
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theme="compact"
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)
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iface.launch()
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from transformers import AutoProcessor, SeamlessM4Tv2Model
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import torchaudio
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from IPython.display import Audio
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processor = AutoProcessor.from_pretrained("facebook/seamless-m4t-v2-large")
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model = SeamlessM4Tv2Model.from_pretrained("facebook/seamless-m4t-v2-large")
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# from text
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text_inputs = processor(text = "Hello, my dog is cute", src_lang="eng", return_tensors="pt")
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audio_array_from_text = model.generate(**text_inputs, tgt_lang="rus")[0].cpu().numpy().squeeze()
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# from audio
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audio, orig_freq = torchaudio.load("https://www2.cs.uic.edu/~i101/SoundFiles/preamble10.wav")
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audio = torchaudio.functional.resample(audio, orig_freq=orig_freq, new_freq=16_000) # must be a 16 kHz waveform array
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audio_inputs = processor(audios=audio, return_tensors="pt")
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audio_array_from_audio = model.generate(**audio_inputs, tgt_lang="rus")[0].cpu().numpy().squeeze()
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sample_rate = model.config.sampling_rate
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Audio(audio_array_from_text, rate=sample_rate)
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# Audio(audio_array_from_audio, rate=sample_rate)
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