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Create app.py
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app.py
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import gradio as gr
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import torch
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from transformers import Wav2Vec2ForCTC, Wav2Vec2Tokenizer
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class SongRemixer:
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def __init__(self, model_name="facebook/wav2vec2-base-960h"):
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self.model = Wav2Vec2ForCTC.from_pretrained(model_name)
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self.tokenizer = Wav2Vec2Tokenizer.from_pretrained(model_name)
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def remix_song(self, input_song, genre, length):
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# Placeholder for song remixing logic
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# Implement remixing logic here to change genre and length
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remixed_song = input_song # Placeholder, replace with actual remixing logic
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return remixed_song
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song_remixer = SongRemixer()
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def remix_song(input_song, genre, length):
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remixed_song = song_remixer.remix_song(input_song, genre, length)
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return remixed_song
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input_song = gr.inputs.Audio(label="Input Song (.mp3, .wav, .mp4)")
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genre = gr.inputs.Dropdown(choices=["Rock", "Pop", "Jazz", "Hip-hop", "Electronic"], label="Genre")
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length = gr.inputs.Slider(minimum=0, maximum=8.83, default=3, label="Length (in minutes)")
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gr.Interface(remix_song, inputs=[input_song, genre, length], outputs="audio").launch()
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