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import gradio as gr | |
import torch | |
from diffusers import StableDiffusionPipeline, DPMSolverMultistepScheduler | |
def modelo1(audio): | |
return gr.Interface.load("models/jonatasgrosman/wav2vec2-large-xlsr-53-english") | |
def modelo2(text): | |
model_id = "stabilityai/stable-diffusion-2-1" | |
# Use the DPMSolverMultistepScheduler (DPM-Solver++) scheduler here instead | |
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16) | |
pipe.scheduler = DPMSolverMultistepScheduler.from_config(pipe.scheduler.config) | |
pipe = pipe.to("cuda") | |
image = pipe(text).images[0] | |
def execution(audio): | |
modelo1res = modelo1(audio) | |
modelo2res = modelo2(modelo1res) | |
return modelo1res | |
if __name__ == "__main__": | |
demo.launch() |