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from diffusers import AudioLDMPipeline
import torch
import gradio as gr
from googletrans import Translator
import os
os.environ["TOKENIZERS_PARALLELISM"] = "false"
if torch.cuda.is_available():
device = "cuda"
torch_dtype = torch.float16
else:
device = "cpu"
torch_dtype = torch.float32
print(device)
repo_id = "cvssp/audioldm-m-full"
pipe = AudioLDMPipeline.from_pretrained(repo_id, torch_dtype=torch_dtype)
pipe = pipe.to(device)
# pipe.unet = torch.compile(pipe.unet)
#pipe.unet = torch.compile(pipe.unet)
def generate_sound(text):
print(text)
# text=translate_text(text)
translator = Translator()
text=translator.translate(text, src='es',dest="en").text
print(text)
waveforms = pipe(text,
num_inference_steps=10,
audio_length_in_s=5,
negative_prompt = "low quality, average quality").audios
rate =16000
return rate, waveforms[0]
#return gr.make_waveform((rate, waveforms[0]))
def translate_text(text):
translator = Translator()
translated_text=translator.translate(text, src='es',dest="en")
return translated_text.text
demo = gr.Blocks()
with demo:
with gr.Row():
with gr.Column():
text = gr.Textbox(value="Ingrese el texto:")
button = gr.Button(value="Generar")
with gr.Column():
output = gr.Audio()
#output = gr.Video(label="Output")
button.click(generate_sound,text,output)
demo.launch() |