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Create app.py
Browse files
app.py
ADDED
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import gradio as gr
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from pydub import AudioSegment, silence
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import zipfile
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import os
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def remove_silence(audio):
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# Remove silence
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non_silent_audio = silence.split_on_silence(audio, min_silence_len=1000, silence_thresh=-40)
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return non_silent_audio
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def join_audio_segments(segments, segment_duration):
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joined_segments = []
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current_segment = None
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for segment in segments:
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if current_segment is None:
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current_segment = segment
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elif current_segment.duration_seconds < segment_duration:
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current_segment += segment
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else:
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joined_segments.append(current_segment)
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current_segment = segment
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if current_segment is not None:
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if current_segment.duration_seconds < segment_duration:
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if joined_segments:
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joined_segments[-1] += current_segment
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else:
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joined_segments.append(current_segment)
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else:
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joined_segments.append(current_segment)
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return joined_segments
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def process_audio(files, segment_duration):
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zip_file_name = "audio_segments.zip"
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with zipfile.ZipFile(zip_file_name, 'w') as zip_file:
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for i, audio_file in enumerate(files):
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audio = AudioSegment.from_file(audio_file.name)
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# Check if the file is in mp3 format
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is_mp3 = False
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if audio_file.name.lower().endswith('.mp3'):
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is_mp3 = True
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# Remove silence
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non_silent_audio = remove_silence(audio)
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segments = []
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for j, segment in enumerate(non_silent_audio):
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if segment.duration_seconds >= segment_duration:
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segments.extend(segment[0:segment_duration * 1000] for segment in segment[::segment_duration * 1000])
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else:
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segments.append(segment)
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# Join segments less than the specified duration with the nearest audio segment
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joined_segments = join_audio_segments(segments, segment_duration)
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for k, segment in enumerate(joined_segments):
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segment_file_name = f"segment_{i + 1}_{k + 1}.wav" if not is_mp3 else f"segment_{i + 1}_{k + 1}.mp3"
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segment.export(segment_file_name, format="wav" if not is_mp3 else "mp3")
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zip_file.write(segment_file_name)
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os.remove(segment_file_name)
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return zip_file_name
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def split_audio(files, segment_duration):
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try:
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segment_duration = int(segment_duration)
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except ValueError:
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return "Invalid segment duration. Please enter an integer."
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if len(files) == 0:
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return "Please upload audio files."
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zip_path = process_audio(files, segment_duration)
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return zip_path
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# Gradio Interface
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with gr.Blocks() as app:
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gr.Markdown("## Audio Splitter")
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with gr.Row():
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audio_files = gr.File(label="Upload Audio Files", file_count="multiple", file_types=["audio"])
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segment_duration = gr.Number(label="Segment Duration (seconds)", value=5)
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split_button = gr.Button("Split Audio Files")
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output = gr.File(label="Download Split Audio Segments")
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split_button.click(split_audio, inputs=[audio_files, segment_duration], outputs=output)
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app.launch()
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