diff --git a/.gitignore b/.gitignore
index 0b531c7db05713c9016533ac057376e8a061e62d..b1db3f291983c114d523b100e9c3ae149e731c23 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,17 +1,6 @@
-*
-!.gitignore
-!README.md
-!requirements.txt
-!extractWav.sh
-!extractAss.sh
-!karaUtils.py
-!autokara.py
-!assUtils.py
-!process_train_data.sh
-!cnn_prepare_data.py
-!cnn_train.py
-!*/cnn/segment.py
-!*/cnn/music_processor.py
-!*/cnn/model.py
-!rosa/*.py
-media/
\ No newline at end of file
+__pycache__/
+data/
+env/
+media/
+models/
+
diff --git a/autokara.py b/autokara.py
index c62053a37ca55ae6803f47f29606f6df79bbd07b..033aaf421fd735d61eeefa4b47ef3c1e72bc04d4 100644
--- a/autokara.py
+++ b/autokara.py
@@ -6,7 +6,7 @@ import shlex
 from pathlib import Path
 from assUtils import AssWriter
 
-from cnn.segment import segment
+from cnn_madmom.segment import segment
 
 
 parser = argparse.ArgumentParser(description='AutoKara - Automatic karaoke timing tool')
@@ -42,7 +42,7 @@ else:
 
 print("Identifying syl starts...")
 onsets = segment(vocals_file)
-syls = [[t, ''] for t in onsets]
+syls = [[t, 'la'] for t in onsets]
 
 print("Syls found, writing ASS file...")
 writer = AssWriter()
diff --git a/cnn_madmom/segment.py b/cnn_madmom/segment.py
new file mode 100644
index 0000000000000000000000000000000000000000..c3acd9e16e4c6d983564309d6f293334ce898df0
--- /dev/null
+++ b/cnn_madmom/segment.py
@@ -0,0 +1,20 @@
+import madmom
+import numpy as np
+import sys
+import matplotlib.pyplot as plt
+from scipy.ndimage.filters import maximum_filter
+
+
+def segment(songfile):
+
+    cnn = madmom.features.onsets.CNNOnsetProcessor()
+    proc = madmom.features.onsets.OnsetPeakPickingProcessor(threshold=0.4, smooth=5, delay=0, fps=100)
+
+    activation_function = cnn(songfile, num_channels=1)
+    #onsets = proc(activation_function)
+
+    onsets = madmom.features.onsets.peak_picking(activation_function, 0.4, smooth=10)/100
+
+    print(onsets)
+
+    return onsets
\ No newline at end of file