diff --git a/autosyl/assUtils.py b/autosyl/assUtils.py
index a9c4444d8fe5f2adcd5b8c7654d184e0c5678dea..9843d045bf1cb2b17755c7515753ecef5ddf2c27 100644
--- a/autosyl/assUtils.py
+++ b/autosyl/assUtils.py
@@ -33,7 +33,7 @@ def getSyls(ass_file):
             syl_line = []
             lastTime = dateToTime(line[0])
             for couple in RGX_TAGS.findall(line[2]):
-                if(couple[1] != ''):
+                if(couple[1] != '' and not couple[1].isspace()):
                     syl_line.append([lastTime, couple[1], int(couple[0])])
                 lastTime += int(couple[0])
             syl_line.append([lastTime, '', 0])
diff --git a/autosyl/segment.py b/autosyl/segment.py
index 8b6328384a4edc5c009b84ef79d00f6e8a8b2a4e..649b1f1c38823cb3efd9342aec63e2d576ac7681 100644
--- a/autosyl/segment.py
+++ b/autosyl/segment.py
@@ -44,9 +44,9 @@ def segment(songfile, reference_syls=None, syls_per_line=10, last_syl_dur=500):
 
 
     words_onsets = np.array([word_align[i][0] for i in range(len(word_align))])
+    print(words_onsets)
 
-
-
+    '''
     cnn = madmom.features.onsets.CNNOnsetProcessor()
     spectral = madmom.features.onsets.SpectralOnsetProcessor('modified_kullback_leibler')
 
@@ -125,6 +125,7 @@ def segment(songfile, reference_syls=None, syls_per_line=10, last_syl_dur=500):
             initial_onset = onsets[i]
             while(activation_smoothed[onsets[i] - 1] < activation_smoothed[onsets[i]] and onsets[i] > initial_onset - backtrack_max_frames):
                 onsets[i] -= 1
+    '''
 
     onsets = words_onsets
     onsets = (onsets + delay)/100
@@ -135,7 +136,7 @@ def segment(songfile, reference_syls=None, syls_per_line=10, last_syl_dur=500):
         onset_index = 0
         for line in reference_syls:
             #print(onset_index, " : ", line)
-            l = [[onsets[onset_index + i], line[i][1]] for i in range(len(line)-1)]
+            l = [[onsets[onset_index + i], words[onset_index + i]] for i in range(len(line)-1)]
             l.append([line[-1][0]/100, ''])
             syls.append(l)
             onset_index += (len(line) - 1)