Update app.py

app.py

@@ -1,81 +1,49 @@
-import os
 import gradio as gr
-import numpy as np
-from magenta.music import melodies, midi_io
-from moviepy.editor import ImageSequenceClip, AudioFileClip
-from transformers import GPT2LMHeadModel, GPT2Tokenizer
-from PIL import Image
-import requests
-import torch
+from transformers import pipeline
+from pydub.generators import Sine
+from pydub import AudioSegment
 
-# Load pre-trained GPT-Neo model from Hugging Face
-model_name = "EleutherAI/gpt-neo-125M"  # Open-source GPT-Neo
-tokenizer = GPT2Tokenizer.from_pretrained(model_name)
-model = GPT2LMHeadModel.from_pretrained(model_name)
+# Load pre-trained Hugging Face text generation model for comedy scripts
+script_generator = pipeline("text-generation", model="gpt2")
 
-# Function to generate kids' music using Magenta's MelodyGenerator
+# Function to generate a kids' music track using Sine waves
 def generate_kids_music(theme):
-    melody = melodies.MelodyGenerator()  # Create melody generator instance
-    generated_melody = melody.generate()  # Generate a random melody
+    # Use sine wave for simple tone-based music
+    frequencies = [220, 247, 262, 294, 330, 349]  # A sequence of basic notes (Hz)
+    duration_per_note = 500  # 0.5 seconds per note
+    song = AudioSegment.silent(duration=0)
     
-    # Save the generated melody to a MIDI file
-    midi_file_path = 'output_music.mid'
-    midi_io.sequence_proto_to_midi_file(generated_melody, midi_file_path)
+    # Generate a basic sequence of notes
+    for freq in frequencies:
+        sine_wave = Sine(freq).to_audio_segment(duration=duration_per_note)
+        song += sine_wave
     
-    return midi_file_path
-
-# Function to generate a comedic script
-def generate_script(theme):
-    prompt = f"Create a funny script for kids based on the theme: {theme}."
-    inputs = tokenizer.encode(prompt, return_tensors="pt")
-    outputs = model.generate(inputs, max_length=150, num_return_sequences=1)
-    script = tokenizer.decode(outputs[0], skip_special_tokens=True)
-    return script
-
-# Function to generate image frames based on script
-def generate_frames_from_script(script):
-    frames = []
-    for line in script.split('.'):
-        line = line.strip()
-        if line:
-            image = generate_image(line)  # Placeholder image generation
-            frames.append(image)
-    return frames
-
-# Function to generate placeholder images (replace with DALL-E Mini if needed)
-def generate_image(text):
-    image = Image.new('RGB', (1024, 1024), color=(255, 255, 255))  # Blank image
-    return image
-
-# Create a video based on the generated frames
-def create_video_from_frames(frames):
-    images = []
-    for frame in frames:
-        images.append(frame)  # Placeholder images
-    video_file_path = 'output_video.mp4'
-    clip = ImageSequenceClip(images, fps=24)
-    clip.write_videofile(video_file_path, codec='libx264')
-    return video_file_path
-
-# Main function to handle both music and comedy generation
-def generate_music_and_comedy(theme):
-    script = generate_script(theme)  # Generate a comedic script
-    music_file = generate_kids_music(theme)  # Generate kid-friendly music
-    frames = generate_frames_from_script(script)  # Generate frames from script
-    video_file = create_video_from_frames(frames)  # Create video from frames
-
-    return video_file, music_file
-
-# Gradio UI setup
-interface = gr.Interface(
+    # Export the generated song
+    file_path = f"kids_music_{theme}.mp3"
+    song.export(file_path, format="mp3")
+    return file_path
+
+# Function to generate a comedy script using GPT-2
+def generate_comedy_script(prompt):
+    result = script_generator(prompt, max_length=100, num_return_sequences=1)
+    return result[0]["generated_text"]
+
+# Gradio interface
+def generate_music_and_comedy(theme, prompt):
+    music_file = generate_kids_music(theme)
+    script = generate_comedy_script(prompt)
+    return script, music_file
+
+# Gradio interface
+demo = gr.Interface(
     fn=generate_music_and_comedy,
-    inputs=gr.Textbox(label="Theme for Kids Music & Comedy"),
-    outputs=[gr.Video(label="Generated Animated Video"), gr.File(label="Generated Music")],
-    title="AI Kids Music & Comedy Generator",
-    description="Generate unique music and animated videos for kids based on a theme."
+    inputs=[gr.Textbox(label="Music Theme"), gr.Textbox(label="Comedy Prompt")],
+    outputs=[gr.Textbox(label="Generated Comedy Script"), gr.Audio(label="Generated Kids Music")],
+    title="AI Kids Music and Comedy Generator",
+    description="Generate kids' music based on a theme and comedy scripts based on a prompt.",
 )
 
-# Launch the interface
 if __name__ == "__main__":
-    interface.launch()
+    demo.launch()
+