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|
""" |
|
|
π΅ Audio Segment Extractor |
|
|
- Upload audio file |
|
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- Timeline visualization |
|
|
- Start/End time segment extraction |
|
|
- Download |
|
|
""" |
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|
|
|
import gradio as gr |
|
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import os |
|
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import json |
|
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import subprocess |
|
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import tempfile |
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import time |
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UPLOAD_DIR = tempfile.mkdtemp() |
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def get_audio_info_and_waveform(audio_file): |
|
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"""Get audio info and generate waveform data""" |
|
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if not audio_file: |
|
|
return None, 0, 0, 10, "π΅ Please upload an audio file" |
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try: |
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path = audio_file.name if hasattr(audio_file, 'name') else audio_file |
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probe_cmd = ['ffprobe', '-v', 'error', |
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'-show_entries', 'format=duration,bit_rate,format_name:stream=sample_rate,channels,codec_name', |
|
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'-of', 'json', path] |
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result = subprocess.run(probe_cmd, capture_output=True, text=True, timeout=30) |
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info = json.loads(result.stdout) |
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format_info = info.get('format', {}) |
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stream_info = info.get('streams', [{}])[0] if info.get('streams') else {} |
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duration = float(format_info.get('duration', 0)) |
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bit_rate = int(format_info.get('bit_rate', 0)) // 1000 if format_info.get('bit_rate') else 0 |
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format_name = format_info.get('format_name', 'N/A') |
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sample_rate = stream_info.get('sample_rate', 'N/A') |
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channels = stream_info.get('channels', 'N/A') |
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codec = stream_info.get('codec_name', 'N/A') |
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file_size = os.path.getsize(path) / (1024 * 1024) |
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info_text = f"""π΅ Audio Information |
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ββββββββββββββββββββββββββββββ |
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β±οΈ Duration: {duration:.2f}s ({duration/60:.1f}min) |
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ποΈ Bitrate: {bit_rate} kbps |
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π Sample Rate: {sample_rate} Hz |
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π’ Channels: {channels} |
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ποΈ Codec: {codec} |
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π Format: {format_name} |
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πΎ Size: {file_size:.2f} MB |
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ββββββββββββββββββββββββββββββ""" |
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return path, 0, min(duration, 10), duration, info_text |
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except Exception as e: |
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return None, 0, 10, 100, f"β Failed to get info: {str(e)}" |
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def extract_audio_segment(audio_file, start_time, end_time): |
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"""Extract audio segment""" |
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if not audio_file: |
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return None, "β Please upload an audio file", None |
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try: |
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path = audio_file.name if hasattr(audio_file, 'name') else audio_file |
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start_time = float(start_time) if start_time else 0 |
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end_time = float(end_time) if end_time else 10 |
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if end_time <= start_time: |
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return None, "β End time must be greater than start time", None |
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duration = end_time - start_time |
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ext = os.path.splitext(path)[1].lower() |
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if ext not in ['.mp3', '.wav', '.ogg', '.m4a', '.aac', '.flac']: |
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ext = '.mp3' |
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output_path = os.path.join(UPLOAD_DIR, f"audio_cut_{int(time.time())}{ext}") |
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cmd = [ |
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'ffmpeg', '-y', '-i', path, |
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'-ss', str(start_time), '-t', str(duration), |
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'-c', 'copy', output_path |
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] |
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result = subprocess.run(cmd, capture_output=True, text=True, timeout=120) |
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if not os.path.exists(output_path) or os.path.getsize(output_path) == 0: |
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output_path = os.path.join(UPLOAD_DIR, f"audio_cut_{int(time.time())}.mp3") |
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cmd = [ |
|
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'ffmpeg', '-y', '-i', path, |
|
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'-ss', str(start_time), '-t', str(duration), |
|
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'-acodec', 'libmp3lame', '-b:a', '192k', output_path |
|
|
] |
|
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subprocess.run(cmd, capture_output=True, timeout=120) |
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if os.path.exists(output_path) and os.path.getsize(output_path) > 0: |
|
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file_size = os.path.getsize(output_path) / 1024 |
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status_text = f"""β
Audio Extraction Complete! |
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ββββββββββββββββββββββββββββββ |
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β±οΈ Start: {start_time:.2f}s |
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β±οΈ End: {end_time:.2f}s |
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β±οΈ Duration: {duration:.2f}s |
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|
π Size: {file_size:.1f} KB |
|
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ββββββββββββββββββββββββββββββ""" |
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|
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return output_path, status_text, output_path |
|
|
else: |
|
|
return None, "β Audio extraction failed", None |
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except Exception as e: |
|
|
return None, f"β Error: {str(e)}", None |
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def format_time(seconds): |
|
|
"""Convert seconds to MM:SS.ms format""" |
|
|
if seconds is None: |
|
|
return "00:00.00" |
|
|
mins = int(seconds // 60) |
|
|
secs = seconds % 60 |
|
|
return f"{mins:02d}:{secs:05.2f}" |
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def update_time_display(start_time, end_time): |
|
|
"""Update time display based on slider values""" |
|
|
if start_time is not None and end_time is not None: |
|
|
duration = end_time - start_time |
|
|
if duration < 0: |
|
|
return "β οΈ End time must be greater than start time" |
|
|
return f"π {format_time(start_time)} β {format_time(end_time)} (Duration: {duration:.2f}s)" |
|
|
return "π Select a segment" |
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def update_end_slider(start_time, max_duration): |
|
|
"""Update end slider minimum based on start time""" |
|
|
return gr.update(minimum=start_time + 0.1) |
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|
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css = """ |
|
|
/* ===== π¨ Google Fonts Import ===== */ |
|
|
@import url('https://fonts.googleapis.com/css2?family=Bangers&family=Comic+Neue:wght@400;700&display=swap'); |
|
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|
|
|
/* ===== π¨ Comic Classic Background ===== */ |
|
|
.gradio-container { |
|
|
background-color: #FEF9C3 !important; |
|
|
background-image: |
|
|
radial-gradient(#1F2937 1px, transparent 1px) !important; |
|
|
background-size: 20px 20px !important; |
|
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min-height: 100vh !important; |
|
|
font-family: 'Comic Neue', cursive, sans-serif !important; |
|
|
} |
|
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|
|
|
/* ===== Hide HuggingFace Elements ===== */ |
|
|
.tabs, |
|
|
.tab-nav, |
|
|
.huggingface-space-header, |
|
|
#space-header, |
|
|
.space-header, |
|
|
[class*="space-header"], |
|
|
.h-header, |
|
|
.gradio-container > header, |
|
|
.contain > header, |
|
|
.svelte-1ed2p3z, |
|
|
.space-header-badge, |
|
|
.header-badge, |
|
|
[data-testid="space-header"], |
|
|
.gr-prose > div:first-child, |
|
|
.contain > div:first-child > div:first-child, |
|
|
.app > div:first-child > header, |
|
|
iframe[src*="huggingface"], |
|
|
.huggingface-logo, |
|
|
.hf-logo, |
|
|
.svelte-kqij2n, |
|
|
.svelte-1ax1toq, |
|
|
.embed-container > div:first-child { |
|
|
display: none !important; |
|
|
visibility: hidden !important; |
|
|
height: 0 !important; |
|
|
width: 0 !important; |
|
|
overflow: hidden !important; |
|
|
opacity: 0 !important; |
|
|
pointer-events: none !important; |
|
|
} |
|
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|
|
|
/* ===== Hide Footer ===== */ |
|
|
footer, |
|
|
.footer, |
|
|
.gradio-container footer, |
|
|
.built-with, |
|
|
[class*="footer"], |
|
|
.gradio-footer, |
|
|
.main-footer, |
|
|
div[class*="footer"], |
|
|
.show-api, |
|
|
.built-with-gradio, |
|
|
a[href*="gradio.app"], |
|
|
a[href*="huggingface.co/spaces"] { |
|
|
display: none !important; |
|
|
visibility: hidden !important; |
|
|
height: 0 !important; |
|
|
padding: 0 !important; |
|
|
margin: 0 !important; |
|
|
} |
|
|
|
|
|
/* ===== Main Container ===== */ |
|
|
#col-container { |
|
|
max-width: 1000px; |
|
|
margin: 0 auto; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Header Title - Comic Style ===== */ |
|
|
.header-text h1 { |
|
|
font-family: 'Bangers', cursive !important; |
|
|
color: #1F2937 !important; |
|
|
font-size: 3.5rem !important; |
|
|
font-weight: 400 !important; |
|
|
text-align: center !important; |
|
|
margin-bottom: 0.5rem !important; |
|
|
text-shadow: |
|
|
4px 4px 0px #FACC15, |
|
|
6px 6px 0px #1F2937 !important; |
|
|
letter-spacing: 3px !important; |
|
|
-webkit-text-stroke: 2px #1F2937 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Subtitle ===== */ |
|
|
.subtitle { |
|
|
text-align: center !important; |
|
|
font-family: 'Comic Neue', cursive !important; |
|
|
font-size: 1.2rem !important; |
|
|
color: #1F2937 !important; |
|
|
margin-bottom: 1.5rem !important; |
|
|
font-weight: 700 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Cards/Panels - Comic Frame Style ===== */ |
|
|
.gr-panel, |
|
|
.gr-box, |
|
|
.gr-form, |
|
|
.block, |
|
|
.gr-group { |
|
|
background: #FFFFFF !important; |
|
|
border: 3px solid #1F2937 !important; |
|
|
border-radius: 8px !important; |
|
|
box-shadow: 6px 6px 0px #1F2937 !important; |
|
|
transition: all 0.2s ease !important; |
|
|
} |
|
|
|
|
|
.gr-panel:hover, |
|
|
.block:hover { |
|
|
transform: translate(-2px, -2px) !important; |
|
|
box-shadow: 8px 8px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Input Fields ===== */ |
|
|
textarea, |
|
|
input[type="text"], |
|
|
input[type="number"] { |
|
|
background: #FFFFFF !important; |
|
|
border: 3px solid #1F2937 !important; |
|
|
border-radius: 8px !important; |
|
|
color: #1F2937 !important; |
|
|
font-family: 'Comic Neue', cursive !important; |
|
|
font-size: 1rem !important; |
|
|
font-weight: 700 !important; |
|
|
transition: all 0.2s ease !important; |
|
|
} |
|
|
|
|
|
textarea:focus, |
|
|
input[type="text"]:focus, |
|
|
input[type="number"]:focus { |
|
|
border-color: #3B82F6 !important; |
|
|
box-shadow: 4px 4px 0px #3B82F6 !important; |
|
|
outline: none !important; |
|
|
} |
|
|
|
|
|
textarea::placeholder { |
|
|
color: #9CA3AF !important; |
|
|
font-weight: 400 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Primary Button - Comic Blue ===== */ |
|
|
.gr-button-primary, |
|
|
button.primary, |
|
|
.gr-button.primary { |
|
|
background: #3B82F6 !important; |
|
|
border: 3px solid #1F2937 !important; |
|
|
border-radius: 8px !important; |
|
|
color: #FFFFFF !important; |
|
|
font-family: 'Bangers', cursive !important; |
|
|
font-weight: 400 !important; |
|
|
font-size: 1.3rem !important; |
|
|
letter-spacing: 2px !important; |
|
|
padding: 14px 28px !important; |
|
|
box-shadow: 5px 5px 0px #1F2937 !important; |
|
|
transition: all 0.1s ease !important; |
|
|
text-shadow: 1px 1px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
.gr-button-primary:hover, |
|
|
button.primary:hover, |
|
|
.gr-button.primary:hover { |
|
|
background: #2563EB !important; |
|
|
transform: translate(-2px, -2px) !important; |
|
|
box-shadow: 7px 7px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
.gr-button-primary:active, |
|
|
button.primary:active, |
|
|
.gr-button.primary:active { |
|
|
transform: translate(3px, 3px) !important; |
|
|
box-shadow: 2px 2px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Secondary Button - Comic Red ===== */ |
|
|
.gr-button-secondary, |
|
|
button.secondary { |
|
|
background: #EF4444 !important; |
|
|
border: 3px solid #1F2937 !important; |
|
|
border-radius: 8px !important; |
|
|
color: #FFFFFF !important; |
|
|
font-family: 'Bangers', cursive !important; |
|
|
font-weight: 400 !important; |
|
|
font-size: 1.1rem !important; |
|
|
letter-spacing: 1px !important; |
|
|
box-shadow: 4px 4px 0px #1F2937 !important; |
|
|
transition: all 0.1s ease !important; |
|
|
text-shadow: 1px 1px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
.gr-button-secondary:hover, |
|
|
button.secondary:hover { |
|
|
background: #DC2626 !important; |
|
|
transform: translate(-2px, -2px) !important; |
|
|
box-shadow: 6px 6px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
.gr-button-secondary:active, |
|
|
button.secondary:active { |
|
|
transform: translate(2px, 2px) !important; |
|
|
box-shadow: 2px 2px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Extract Button - Comic Green ===== */ |
|
|
.extract-btn { |
|
|
background: #10B981 !important; |
|
|
border: 3px solid #1F2937 !important; |
|
|
border-radius: 8px !important; |
|
|
color: #FFFFFF !important; |
|
|
font-family: 'Bangers', cursive !important; |
|
|
font-weight: 400 !important; |
|
|
font-size: 1.3rem !important; |
|
|
letter-spacing: 2px !important; |
|
|
box-shadow: 5px 5px 0px #1F2937 !important; |
|
|
transition: all 0.1s ease !important; |
|
|
text-shadow: 1px 1px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
.extract-btn:hover { |
|
|
background: #059669 !important; |
|
|
transform: translate(-2px, -2px) !important; |
|
|
box-shadow: 7px 7px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
.extract-btn:active { |
|
|
transform: translate(3px, 3px) !important; |
|
|
box-shadow: 2px 2px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Slider ===== */ |
|
|
input[type="range"] { |
|
|
accent-color: #10B981 !important; |
|
|
height: 8px !important; |
|
|
} |
|
|
|
|
|
.gr-slider { |
|
|
background: #FACC15 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Labels ===== */ |
|
|
label, |
|
|
.gr-input-label, |
|
|
.gr-block-label { |
|
|
color: #1F2937 !important; |
|
|
font-family: 'Comic Neue', cursive !important; |
|
|
font-weight: 700 !important; |
|
|
font-size: 1rem !important; |
|
|
} |
|
|
|
|
|
span.gr-label { |
|
|
color: #1F2937 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Info Text ===== */ |
|
|
.gr-info, |
|
|
.info { |
|
|
color: #6B7280 !important; |
|
|
font-family: 'Comic Neue', cursive !important; |
|
|
font-size: 0.9rem !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Status Text Area ===== */ |
|
|
.status-text textarea { |
|
|
background: #E0F2FE !important; |
|
|
border: 3px solid #0EA5E9 !important; |
|
|
color: #0C4A6E !important; |
|
|
font-family: 'Comic Neue', cursive !important; |
|
|
font-weight: 700 !important; |
|
|
font-size: 0.95rem !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Info Box ===== */ |
|
|
.info-box textarea { |
|
|
background: #FEF3C7 !important; |
|
|
border: 3px solid #F59E0B !important; |
|
|
color: #92400E !important; |
|
|
font-family: 'Courier New', monospace !important; |
|
|
font-weight: 600 !important; |
|
|
font-size: 0.9rem !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Time Display ===== */ |
|
|
.time-display { |
|
|
font-family: 'Bangers', cursive !important; |
|
|
font-size: 1.5rem !important; |
|
|
color: #1F2937 !important; |
|
|
text-align: center !important; |
|
|
padding: 15px !important; |
|
|
background: linear-gradient(135deg, #FACC15 0%, #FDE68A 100%) !important; |
|
|
border: 3px solid #1F2937 !important; |
|
|
border-radius: 8px !important; |
|
|
box-shadow: 4px 4px 0px #1F2937 !important; |
|
|
letter-spacing: 1px !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Audio Player ===== */ |
|
|
audio { |
|
|
width: 100% !important; |
|
|
border-radius: 8px !important; |
|
|
border: 3px solid #1F2937 !important; |
|
|
box-shadow: 4px 4px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
/* ===== π¨ Scrollbar - Comic Style ===== */ |
|
|
::-webkit-scrollbar { |
|
|
width: 12px; |
|
|
height: 12px; |
|
|
} |
|
|
|
|
|
::-webkit-scrollbar-track { |
|
|
background: #FEF9C3; |
|
|
border: 2px solid #1F2937; |
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} |
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|
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::-webkit-scrollbar-thumb { |
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background: #3B82F6; |
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border: 2px solid #1F2937; |
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border-radius: 0px; |
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} |
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::-webkit-scrollbar-thumb:hover { |
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background: #EF4444; |
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} |
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|
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/* ===== π¨ Selection Highlight ===== */ |
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::selection { |
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background: #FACC15; |
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color: #1F2937; |
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} |
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/* ===== π¨ Links ===== */ |
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a { |
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color: #3B82F6 !important; |
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text-decoration: none !important; |
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font-weight: 700 !important; |
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border-bottom: 2px solid #3B82F6 !important; |
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} |
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a:hover { |
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color: #EF4444 !important; |
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border-bottom-color: #EF4444 !important; |
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} |
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|
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/* ===== π¨ Row/Column Spacing ===== */ |
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.gr-row { |
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gap: 1.5rem !important; |
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|
} |
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|
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|
.gr-column { |
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gap: 1rem !important; |
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|
} |
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|
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|
/* ===== π¨ File Upload Area ===== */ |
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|
.gr-file-upload { |
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|
border: 3px dashed #1F2937 !important; |
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|
border-radius: 8px !important; |
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|
background: #FEF9C3 !important; |
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|
} |
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|
.gr-file-upload:hover { |
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|
border-color: #3B82F6 !important; |
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|
background: #EFF6FF !important; |
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|
} |
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|
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|
/* ===== Responsive Adjustments ===== */ |
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|
@media (max-width: 768px) { |
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|
.header-text h1 { |
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|
font-size: 2.2rem !important; |
|
|
text-shadow: |
|
|
3px 3px 0px #FACC15, |
|
|
4px 4px 0px #1F2937 !important; |
|
|
} |
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|
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|
.gr-button-primary, |
|
|
button.primary { |
|
|
padding: 12px 20px !important; |
|
|
font-size: 1.1rem !important; |
|
|
} |
|
|
|
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|
.gr-panel, |
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|
.block { |
|
|
box-shadow: 4px 4px 0px #1F2937 !important; |
|
|
} |
|
|
|
|
|
.time-display { |
|
|
font-size: 1.2rem !important; |
|
|
} |
|
|
} |
|
|
|
|
|
/* ===== π¨ Disable Dark Mode ===== */ |
|
|
@media (prefers-color-scheme: dark) { |
|
|
.gradio-container { |
|
|
background-color: #FEF9C3 !important; |
|
|
} |
|
|
} |
|
|
""" |
|
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|
|
with gr.Blocks(title="Audio Segment Extractor") as demo: |
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gr.HTML(f"<style>{css}</style>") |
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|
gr.HTML(""" |
|
|
<div style="text-align: center; margin: 20px 0 10px 0;"> |
|
|
<a href="https://www.humangen.ai" target="_blank" style="text-decoration: none;"> |
|
|
<img src="https://img.shields.io/static/v1?label=π HOME&message=HUMANGEN.AI&color=0000ff&labelColor=ffcc00&style=for-the-badge" alt="HOME"> |
|
|
</a> |
|
|
</div> |
|
|
""") |
|
|
|
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|
|
gr.Markdown( |
|
|
""" |
|
|
# π΅ AUDIO SEGMENT EXTRACTOR π΅ |
|
|
""", |
|
|
elem_classes="header-text" |
|
|
) |
|
|
|
|
|
gr.Markdown( |
|
|
""" |
|
|
<p class="subtitle">βοΈ Cut any segment from your audio file! πΆ</p> |
|
|
""", |
|
|
) |
|
|
|
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|
|
max_duration = gr.State(100) |
|
|
|
|
|
with gr.Row(equal_height=False): |
|
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|
|
with gr.Column(scale=1, min_width=350): |
|
|
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|
|
audio_input = gr.File( |
|
|
label="π΅ Upload Audio File", |
|
|
file_types=["audio"], |
|
|
) |
|
|
|
|
|
|
|
|
audio_info = gr.Textbox( |
|
|
label="π Audio Information", |
|
|
placeholder="Upload an audio file to see information...", |
|
|
lines=10, |
|
|
interactive=False, |
|
|
elem_classes="info-box" |
|
|
) |
|
|
|
|
|
|
|
|
gr.Markdown("### π§ Original Audio Preview") |
|
|
original_audio = gr.Audio( |
|
|
label="", |
|
|
type="filepath", |
|
|
interactive=False, |
|
|
) |
|
|
|
|
|
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|
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|
|
with gr.Column(scale=1, min_width=350): |
|
|
|
|
|
gr.Markdown("### βοΈ Select Extraction Segment") |
|
|
|
|
|
|
|
|
start_time = gr.Slider( |
|
|
minimum=0, |
|
|
maximum=100, |
|
|
value=0, |
|
|
step=0.1, |
|
|
label="β±οΈ Start Time (seconds)", |
|
|
info="Drag to select start time" |
|
|
) |
|
|
|
|
|
|
|
|
end_time = gr.Slider( |
|
|
minimum=0, |
|
|
maximum=100, |
|
|
value=10, |
|
|
step=0.1, |
|
|
label="β±οΈ End Time (seconds)", |
|
|
info="Drag to select end time" |
|
|
) |
|
|
|
|
|
|
|
|
time_display = gr.Textbox( |
|
|
label="", |
|
|
value="π Select a segment", |
|
|
interactive=False, |
|
|
elem_classes="time-display" |
|
|
) |
|
|
|
|
|
|
|
|
extract_btn = gr.Button( |
|
|
"βοΈ EXTRACT AUDIO SEGMENT!", |
|
|
variant="primary", |
|
|
size="lg", |
|
|
elem_classes="extract-btn" |
|
|
) |
|
|
|
|
|
|
|
|
extract_status = gr.Textbox( |
|
|
label="π Extraction Status", |
|
|
placeholder="Extraction results will appear here...", |
|
|
lines=8, |
|
|
interactive=False, |
|
|
elem_classes="status-text" |
|
|
) |
|
|
|
|
|
|
|
|
gr.Markdown("### π§ Extracted Audio Preview") |
|
|
extracted_audio = gr.Audio( |
|
|
label="", |
|
|
type="filepath", |
|
|
interactive=False, |
|
|
) |
|
|
|
|
|
|
|
|
download_file = gr.File( |
|
|
label="π₯ Download", |
|
|
) |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
audio_input.change( |
|
|
fn=get_audio_info_and_waveform, |
|
|
inputs=[audio_input], |
|
|
outputs=[original_audio, start_time, end_time, max_duration, audio_info] |
|
|
).then( |
|
|
fn=lambda d: (gr.update(maximum=d), gr.update(maximum=d)), |
|
|
inputs=[max_duration], |
|
|
outputs=[start_time, end_time] |
|
|
) |
|
|
|
|
|
|
|
|
start_time.change( |
|
|
fn=update_time_display, |
|
|
inputs=[start_time, end_time], |
|
|
outputs=[time_display] |
|
|
) |
|
|
|
|
|
|
|
|
end_time.change( |
|
|
fn=update_time_display, |
|
|
inputs=[start_time, end_time], |
|
|
outputs=[time_display] |
|
|
) |
|
|
|
|
|
|
|
|
extract_btn.click( |
|
|
fn=extract_audio_segment, |
|
|
inputs=[audio_input, start_time, end_time], |
|
|
outputs=[extracted_audio, extract_status, download_file] |
|
|
) |
|
|
|
|
|
|
|
|
if __name__ == "__main__": |
|
|
demo.launch() |