mirror of
https://github.com/ParisNeo/lollms-webui.git
synced 2024-12-26 07:21:03 +00:00
78 lines
2.9 KiB
Python
78 lines
2.9 KiB
Python
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import tkinter as tk
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import customtkinter as ctk
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import os
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import torch
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import torchaudio
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from transformers import AutoModelForCausalLM, AutoTokenizer
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from tortoise.api import TextToSpeech
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from tortoise.utils.audio import load_voice
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import vlc
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from tkVideoPlayer import TkinterVideo
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# Setup the app
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app = tk.Tk()
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app.geometry("600x550")
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app.title("Rap God v2.0")
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ctk.set_appearance_mode("dark")
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promptFrame = tk.Frame()
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promptFrame.pack(padx=10, pady=10)
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buttonFrame = tk.Frame()
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buttonFrame.pack()
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prompt = ctk.CTkEntry(promptFrame, height=40, width=300, text_color="black", fg_color="white")
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prompt.pack(side='left', padx=10)
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lyrics = ctk.CTkEntry(None,height=240, width=500, text_color="black", fg_color="white")
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lyrics.pack()
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def generateText():
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model = AutoModelForCausalLM.from_pretrained('stormzy').to("cuda")
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tokenizer = AutoTokenizer.from_pretrained('distilgpt2', use_fast=True)
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tokens = tokenizer.encode(prompt.get(), return_tensors='pt')
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tokens = tokens.to("cuda")
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attn_mask = torch.ones_like(tokens)
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out = model.generate(tokens, attention_mask=attn_mask, num_beams=5, early_stopping=True, max_length=200, no_repeat_ngram_size=2)
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rap = tokenizer.decode(out[0])
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lyrics.delete(0, tk.END)
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lyrics.insert(0, rap)
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def generateAudio():
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voice_samples, conditioning_latents = load_voice('stormzy', extra_voice_dirs=['stormzy_samples'])
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tts = TextToSpeech()
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gen = tts.tts_with_preset(lyrics.get(), voice_samples=voice_samples, conditioning_latents=conditioning_latents, preset='ultra_fast')
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torchaudio.save('generated.wav', gen.squeeze(0).cpu(), 24000)
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def playAudio():
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if os.path.exists('generated.wav'):
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p = vlc.MediaPlayer('file:///generated.wav')
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p.play()
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videoplayer = TkinterVideo(master=app, scaled=True, keep_aspect=True)
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def generateVideo():
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os.system("xcopy /y generated.wav .\MakeItTalk\examples")
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os.system("cd MakeItTalk & python generate.py")
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if os.path.exists('generated.wav'):
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p = vlc.MediaPlayer('file:///generated.wav')
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p.play()
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videoplayer.load("MakeItTalk\examples\stormzy_pred_fls_generated_audio_embed.mp4")
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videoplayer.pack(fill="both", expand=True)
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videoplayer.play()
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genTextButton =ctk.CTkButton(promptFrame, height=40, width=120, text_color="black", text="Generate", command=generateText)
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genTextButton.pack(side='right')
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genAudioButton =ctk.CTkButton(buttonFrame, height=40, width=120, text_color="black", text="Syn Audio", command=generateAudio)
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genAudioButton.pack(side='left', padx=10)
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playAudioButton =ctk.CTkButton(buttonFrame, height=40, width=120, text_color="black", text="Play Rap", command=playAudio)
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playAudioButton.pack(side='left', padx=10)
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genVideoButton =ctk.CTkButton(buttonFrame, height=40, width=120, text_color="black", text="Syn Video", command=generateVideo)
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genVideoButton.pack(side='left', padx=10)
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# Run the app
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app.mainloop()
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