Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -5,7 +5,7 @@ import zipfile
|
|
| 5 |
import librosa
|
| 6 |
import numpy as np
|
| 7 |
from pydub import AudioSegment
|
| 8 |
-
from moviepy.editor import AudioFileClip, ImageClip
|
| 9 |
import subprocess
|
| 10 |
from pathlib import Path
|
| 11 |
import sys
|
|
@@ -14,145 +14,199 @@ import sys
|
|
| 14 |
OUTPUT_DIR = Path("nightpulse_output")
|
| 15 |
TEMP_DIR = Path("temp_processing")
|
| 16 |
|
| 17 |
-
|
| 18 |
-
zip_path = None
|
| 19 |
-
video_path = None
|
| 20 |
|
|
|
|
|
|
|
| 21 |
try:
|
| 22 |
-
# --- 0. Input Validation ---
|
| 23 |
if not audio_file:
|
| 24 |
raise ValueError("No audio file provided.")
|
| 25 |
|
| 26 |
-
#
|
| 27 |
-
if OUTPUT_DIR.exists():
|
| 28 |
-
|
| 29 |
-
if TEMP_DIR.exists():
|
| 30 |
-
shutil.rmtree(TEMP_DIR)
|
| 31 |
-
|
| 32 |
-
# Create subfolders for organization
|
| 33 |
(OUTPUT_DIR / "Stems").mkdir(parents=True, exist_ok=True)
|
| 34 |
(OUTPUT_DIR / "Loops").mkdir(parents=True, exist_ok=True)
|
| 35 |
TEMP_DIR.mkdir(parents=True, exist_ok=True)
|
| 36 |
-
|
| 37 |
filename = Path(audio_file).stem
|
| 38 |
|
| 39 |
-
#
|
| 40 |
print(f"Analyzing {filename}...")
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
detected_bpm = int(round(tempo))
|
| 48 |
-
print(f"Detected BPM: {detected_bpm}")
|
| 49 |
-
except Exception as e:
|
| 50 |
-
print(f"BPM Warning: {e}")
|
| 51 |
-
detected_bpm = 120
|
| 52 |
-
|
| 53 |
-
# --- 3. AI Stem Separation (Demucs) ---
|
| 54 |
print("Separating stems...")
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
audio_file
|
| 61 |
-
], check=True, capture_output=True)
|
| 62 |
-
except subprocess.CalledProcessError as e:
|
| 63 |
-
raise RuntimeError(f"Demucs failed: {e.stderr.decode()}")
|
| 64 |
-
|
| 65 |
demucs_out = TEMP_DIR / "htdemucs"
|
| 66 |
track_folder = next(demucs_out.iterdir(), None)
|
|
|
|
| 67 |
|
| 68 |
-
|
| 69 |
-
|
| 70 |
-
|
| 71 |
-
|
| 72 |
-
|
| 73 |
-
|
| 74 |
-
|
| 75 |
-
|
| 76 |
-
|
| 77 |
-
|
| 78 |
-
|
| 79 |
-
|
| 80 |
-
|
| 81 |
-
|
| 82 |
-
|
| 83 |
-
|
| 84 |
-
|
| 85 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 86 |
eight_bars_ms = ms_per_beat * 4 * 8
|
|
|
|
| 87 |
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
| 91 |
-
|
| 92 |
-
|
| 93 |
-
end = start + eight_bars_ms
|
| 94 |
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 98 |
|
| 99 |
-
loop = audio[
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
| 105 |
-
|
| 106 |
-
|
| 107 |
-
create_loop(bass_path, "BassLoop")
|
| 108 |
|
| 109 |
-
#
|
| 110 |
-
|
| 111 |
-
|
| 112 |
-
|
| 113 |
-
|
| 114 |
-
|
| 115 |
-
|
| 116 |
-
|
| 117 |
-
|
| 118 |
-
|
| 119 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 120 |
|
| 121 |
-
|
| 122 |
-
|
| 123 |
-
|
| 124 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 125 |
|
| 126 |
-
#
|
| 127 |
zip_file = "NightPulse_Pack.zip"
|
| 128 |
with zipfile.ZipFile(zip_file, 'w') as zf:
|
| 129 |
for root, dirs, files in os.walk(OUTPUT_DIR):
|
| 130 |
for file in files:
|
| 131 |
file_path = Path(root) / file
|
| 132 |
-
# Create structure inside zip (Stems/file.wav, Loops/file.wav)
|
| 133 |
arcname = file_path.relative_to(OUTPUT_DIR)
|
| 134 |
zf.write(file_path, arcname)
|
| 135 |
-
|
| 136 |
-
|
| 137 |
-
return zip_path, video_path
|
| 138 |
|
| 139 |
except Exception as e:
|
| 140 |
-
raise gr.Error(f"
|
| 141 |
-
|
| 142 |
-
|
| 143 |
-
|
| 144 |
-
|
| 145 |
-
|
| 146 |
-
|
| 147 |
-
|
| 148 |
-
|
| 149 |
-
|
| 150 |
-
|
| 151 |
-
|
| 152 |
-
|
| 153 |
-
|
| 154 |
-
|
| 155 |
-
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 156 |
|
| 157 |
if __name__ == "__main__":
|
| 158 |
-
|
|
|
|
| 5 |
import librosa
|
| 6 |
import numpy as np
|
| 7 |
from pydub import AudioSegment
|
| 8 |
+
from moviepy.editor import AudioFileClip, ImageClip, CompositeVideoClip
|
| 9 |
import subprocess
|
| 10 |
from pathlib import Path
|
| 11 |
import sys
|
|
|
|
| 14 |
OUTPUT_DIR = Path("nightpulse_output")
|
| 15 |
TEMP_DIR = Path("temp_processing")
|
| 16 |
|
| 17 |
+
# --- Core Logic Functions ---
|
|
|
|
|
|
|
| 18 |
|
| 19 |
+
def analyze_and_separate(audio_file):
|
| 20 |
+
"""Phase 1: Separate Stems and return file paths for preview"""
|
| 21 |
try:
|
|
|
|
| 22 |
if not audio_file:
|
| 23 |
raise ValueError("No audio file provided.")
|
| 24 |
|
| 25 |
+
# Cleanup
|
| 26 |
+
if OUTPUT_DIR.exists(): shutil.rmtree(OUTPUT_DIR)
|
| 27 |
+
if TEMP_DIR.exists(): shutil.rmtree(TEMP_DIR)
|
|
|
|
|
|
|
|
|
|
|
|
|
| 28 |
(OUTPUT_DIR / "Stems").mkdir(parents=True, exist_ok=True)
|
| 29 |
(OUTPUT_DIR / "Loops").mkdir(parents=True, exist_ok=True)
|
| 30 |
TEMP_DIR.mkdir(parents=True, exist_ok=True)
|
| 31 |
+
|
| 32 |
filename = Path(audio_file).stem
|
| 33 |
|
| 34 |
+
# 1. BPM Detection
|
| 35 |
print(f"Analyzing {filename}...")
|
| 36 |
+
y, sr = librosa.load(audio_file, duration=60, mono=True)
|
| 37 |
+
tempo, _ = librosa.beat.beat_track(y=y, sr=sr)
|
| 38 |
+
bpm = int(round(tempo[0])) if np.ndim(tempo) > 0 else int(round(tempo))
|
| 39 |
+
print(f"Detected BPM: {bpm}")
|
| 40 |
+
|
| 41 |
+
# 2. Demucs Separation
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 42 |
print("Separating stems...")
|
| 43 |
+
subprocess.run([
|
| 44 |
+
sys.executable, "-m", "demucs", "-n", "htdemucs", "--out", str(TEMP_DIR), audio_file
|
| 45 |
+
], check=True, capture_output=True)
|
| 46 |
+
|
| 47 |
+
# 3. Locate Stems
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 48 |
demucs_out = TEMP_DIR / "htdemucs"
|
| 49 |
track_folder = next(demucs_out.iterdir(), None)
|
| 50 |
+
if not track_folder: raise FileNotFoundError("Demucs failed to output files.")
|
| 51 |
|
| 52 |
+
drums = track_folder / "drums.wav"
|
| 53 |
+
bass = track_folder / "bass.wav"
|
| 54 |
+
melody = track_folder / "other.wav"
|
| 55 |
+
vocals = track_folder / "vocals.wav"
|
| 56 |
+
|
| 57 |
+
# Return paths to the UI and the BPM
|
| 58 |
+
return str(drums), str(bass), str(melody), str(vocals), bpm, str(track_folder)
|
| 59 |
+
|
| 60 |
+
except Exception as e:
|
| 61 |
+
raise gr.Error(f"Separation Failed: {str(e)}")
|
| 62 |
+
|
| 63 |
+
def package_and_export(track_folder_str, bpm, start_offset_sec, cover_art):
|
| 64 |
+
"""Phase 2: Chop Loops, Generate Video (Zoom Effect), Zip"""
|
| 65 |
+
try:
|
| 66 |
+
track_folder = Path(track_folder_str)
|
| 67 |
+
drums = track_folder / "drums.wav"
|
| 68 |
+
bass = track_folder / "bass.wav"
|
| 69 |
+
melody = track_folder / "other.wav"
|
| 70 |
+
vocals = track_folder / "vocals.wav"
|
| 71 |
+
|
| 72 |
+
# 1. Save Full Stems
|
| 73 |
+
for stem, name in [(drums, "Drums"), (bass, "Bass"), (melody, "Melody"), (vocals, "Vocals")]:
|
| 74 |
+
if stem.exists():
|
| 75 |
+
shutil.copy(stem, OUTPUT_DIR / "Stems" / f"{bpm}BPM_Full_{name}.wav")
|
| 76 |
+
|
| 77 |
+
# 2. Create Loops (With User Offset)
|
| 78 |
+
ms_per_beat = (60 / bpm) * 1000
|
| 79 |
eight_bars_ms = ms_per_beat * 4 * 8
|
| 80 |
+
start_ms = start_offset_sec * 1000
|
| 81 |
|
| 82 |
+
created_loops = {} # Store paths for video generation
|
| 83 |
+
|
| 84 |
+
def make_loop(src, name):
|
| 85 |
+
if not src.exists(): return None
|
| 86 |
+
audio = AudioSegment.from_wav(str(src))
|
|
|
|
| 87 |
|
| 88 |
+
# Use User Offset
|
| 89 |
+
end_ms = start_ms + eight_bars_ms
|
| 90 |
+
if len(audio) < end_ms: # Fallback if offset is too late
|
| 91 |
+
s = 0
|
| 92 |
+
e = min(len(audio), eight_bars_ms)
|
| 93 |
+
else:
|
| 94 |
+
s, e = start_ms, end_ms
|
| 95 |
|
| 96 |
+
loop = audio[s:int(e)].fade_in(15).fade_out(15).normalize()
|
| 97 |
+
out_path = OUTPUT_DIR / "Loops" / f"{bpm}BPM_{name}.wav"
|
| 98 |
+
loop.export(out_path, format="wav")
|
| 99 |
+
return out_path
|
| 100 |
+
|
| 101 |
+
created_loops['drums'] = make_loop(drums, "DrumLoop")
|
| 102 |
+
created_loops['bass'] = make_loop(bass, "BassLoop")
|
| 103 |
+
created_loops['melody'] = make_loop(melody, "MelodyLoop")
|
|
|
|
| 104 |
|
| 105 |
+
# 3. Generate Video (Slow Zoom Effect)
|
| 106 |
+
video_path = None
|
| 107 |
+
if cover_art and created_loops['melody']:
|
| 108 |
+
print("Rendering Dynamic Video...")
|
| 109 |
+
vid_out = OUTPUT_DIR / "Promo_Video.mp4"
|
| 110 |
+
audio_clip = AudioFileClip(str(created_loops['melody']))
|
| 111 |
+
duration = audio_clip.duration
|
| 112 |
+
|
| 113 |
+
# Load Image
|
| 114 |
+
img = ImageClip(cover_art).resize(width=1080)
|
| 115 |
+
|
| 116 |
+
# THE ZOOM EFFECT: Resize image from 1.0x to 1.1x over time
|
| 117 |
+
# We crop the center to handle the zoom so it doesn't change output size
|
| 118 |
+
w, h = img.size
|
| 119 |
+
|
| 120 |
+
def zoom_effect(t):
|
| 121 |
+
# Zoom factor goes from 1.0 to 1.15
|
| 122 |
+
scale = 1 + 0.15 * (t / duration)
|
| 123 |
+
return scale
|
| 124 |
|
| 125 |
+
# Apply zoom (this is a bit heavy, simple resize is safer for CPU)
|
| 126 |
+
# Alternative: Simple Pan or just Static if Pillow is tricky.
|
| 127 |
+
# Let's do a simple resize animation
|
| 128 |
+
img = img.resize(lambda t : 1 + 0.04*t) # Slow 4% zoom
|
| 129 |
+
img = img.set_position(('center', 'center'))
|
| 130 |
+
img = img.set_duration(duration)
|
| 131 |
+
img = img.set_audio(audio_clip)
|
| 132 |
+
|
| 133 |
+
# Composite to ensure frame size stays constant (1080 width)
|
| 134 |
+
# Note: resizing makes it grow, we need to crop or center.
|
| 135 |
+
# For simplicity in v1, we let it grow slightly or stick to static if 'resize' fails.
|
| 136 |
+
# We will use the simple robust method:
|
| 137 |
+
|
| 138 |
+
final_clip = CompositeVideoClip([img], size=(1080, 1920))
|
| 139 |
+
final_clip.duration = duration
|
| 140 |
+
final_clip.audio = audio_clip
|
| 141 |
+
final_clip.fps = 24
|
| 142 |
+
|
| 143 |
+
final_clip.write_videofile(str(vid_out), codec="libx264", audio_codec="aac", logger=None)
|
| 144 |
+
video_path = str(vid_out)
|
| 145 |
|
| 146 |
+
# 4. Zip
|
| 147 |
zip_file = "NightPulse_Pack.zip"
|
| 148 |
with zipfile.ZipFile(zip_file, 'w') as zf:
|
| 149 |
for root, dirs, files in os.walk(OUTPUT_DIR):
|
| 150 |
for file in files:
|
| 151 |
file_path = Path(root) / file
|
|
|
|
| 152 |
arcname = file_path.relative_to(OUTPUT_DIR)
|
| 153 |
zf.write(file_path, arcname)
|
| 154 |
+
|
| 155 |
+
return zip_file, video_path
|
|
|
|
| 156 |
|
| 157 |
except Exception as e:
|
| 158 |
+
raise gr.Error(f"Packaging Failed: {str(e)}")
|
| 159 |
+
|
| 160 |
+
|
| 161 |
+
# --- GUI (Blocks) ---
|
| 162 |
+
|
| 163 |
+
with gr.Blocks(title="Night Pulse | Command Center", theme=gr.themes.Base()) as app:
|
| 164 |
+
gr.Markdown("# 🎛️ Night Pulse Audio | Command Center")
|
| 165 |
+
gr.Markdown("Transform Suno tracks into commercial sample packs.")
|
| 166 |
+
|
| 167 |
+
# State storage
|
| 168 |
+
stored_folder = gr.State()
|
| 169 |
+
stored_bpm = gr.State()
|
| 170 |
+
|
| 171 |
+
with gr.Row():
|
| 172 |
+
with gr.Column(scale=1):
|
| 173 |
+
input_audio = gr.Audio(type="filepath", label="1. Upload Master Track")
|
| 174 |
+
input_art = gr.Image(type="filepath", label="Cover Art (9:16)")
|
| 175 |
+
btn_analyze = gr.Button("🔍 Phase 1: Deconstruct & Analyze", variant="primary")
|
| 176 |
+
|
| 177 |
+
with gr.Column(scale=1):
|
| 178 |
+
gr.Markdown("### 2. Stem Preview")
|
| 179 |
+
# Audio Players
|
| 180 |
+
p_drums = gr.Audio(label="Drums Stem")
|
| 181 |
+
p_bass = gr.Audio(label="Bass Stem")
|
| 182 |
+
p_melody = gr.Audio(label="Melody Stem")
|
| 183 |
+
p_vocals = gr.Audio(label="Vocals Stem")
|
| 184 |
+
|
| 185 |
+
gr.Markdown("---")
|
| 186 |
+
|
| 187 |
+
with gr.Row():
|
| 188 |
+
with gr.Column():
|
| 189 |
+
gr.Markdown("### 3. Loop Settings")
|
| 190 |
+
slider_start = gr.Slider(minimum=0, maximum=120, value=15, label="Loop Start Time (Seconds)", info="Where should the 8-bar loop start?")
|
| 191 |
+
btn_package = gr.Button("📦 Phase 2: Package & Export", variant="primary")
|
| 192 |
+
|
| 193 |
+
with gr.Column():
|
| 194 |
+
gr.Markdown("### 4. Final Output")
|
| 195 |
+
out_zip = gr.File(label="Download Pack (ZIP)")
|
| 196 |
+
out_video = gr.Video(label="Promo Video (Dynamic)")
|
| 197 |
+
|
| 198 |
+
# Events
|
| 199 |
+
btn_analyze.click(
|
| 200 |
+
fn=analyze_and_separate,
|
| 201 |
+
inputs=[input_audio],
|
| 202 |
+
outputs=[p_drums, p_bass, p_melody, p_vocals, stored_bpm, stored_folder]
|
| 203 |
+
)
|
| 204 |
+
|
| 205 |
+
btn_package.click(
|
| 206 |
+
fn=package_and_export,
|
| 207 |
+
inputs=[stored_folder, stored_bpm, slider_start, input_art],
|
| 208 |
+
outputs=[out_zip, out_video]
|
| 209 |
+
)
|
| 210 |
|
| 211 |
if __name__ == "__main__":
|
| 212 |
+
app.launch()
|