And the content of the file EN2002b.out is as follows
AIB diarization started at 412620
MFCC: /idiap/temp/akomaty/AMI_prep_feat/amicorpus/EN2002b/audio/EN2002b.fea weight MFCC 1
Maximum Segment Duration 250
AIB is running with the following parameters
Maximum number of clusters possible: 10
Normalized Mutual Information threshold: 0.5
Beta value: 10
Number of threads: 1
Reading and Processing the scp file
number of segments inside = 411
The other type of errors is not resulting the job to fail, but resulting in very bad results (DER close to 50%). An example of this type of errors is below:
AIB diarization started at 412620
MFCC: /idiap/temp/akomaty/AMI_prep_feat/amicorpus/EN2005a/audio/EN2005a.fea weight MFCC 1
Maximum Segment Duration 250
AIB is running with the following parameters
Maximum number of clusters possible: 10
Normalized Mutual Information threshold: 0.5
Beta value: 10
Number of threads: 1
Reading and Processing the scp file
number of segments inside = 1046
Number of vectors = 459253
Feat file /idiap/temp/akomaty/AMI_prep_feat/amicorpus/EN2005a/audio/EN2005a.fea of type 0
Reading feature file /idiap/temp/akomaty/AMI_prep_feat/amicorpus/EN2005a/audio/EN2005a.fea
frame dim: 60
num_vec = 459253
Attempting memory allocation.
Memory successully allocated.
Reading file ...
all segments read
Number of segments in the file = 2386
num_vec = 459253 idx = 0
compute features after: 360.412
The matrix seems ok
Final Matrix size after zero removal 2386 2347
The initial MI values are: 2.42627 7.77737 6.6303
Initializing the Delta -- Computing 2386 times 2386 Distances
Running time 2120
Now Clustering
Size: 9 Ity: 0.40674 Ht: 1.795 Ity_div_Itx: 0.16764 Ht_div_Hx: 0.230797
Size: 8 Ity: 0.391269 Ht: 1.73898 Ity_div_Itx: 0.161264 Ht_div_Hx: 0.223595
Size: 7 Ity: 0.362831 Ht: 1.56077 Ity_div_Itx: 0.149543 Ht_div_Hx: 0.200681
Size: 6 Ity: 0.346579 Ht: 1.52719 Ity_div_Itx: 0.142845 Ht_div_Hx: 0.196363
Size: 5 Ity: 0.329093 Ht: 1.4868 Ity_div_Itx: 0.135638 Ht_div_Hx: 0.19117
Size: 4 Ity: 0.304532 Ht: 1.37854 Ity_div_Itx: 0.125514 Ht_div_Hx: 0.17725
Size: 3 Ity: 0.27046 Ht: 1.25452 Ity_div_Itx: 0.111472 Ht_div_Hx: 0.161304
Size: 2 Ity: 0.225623 Ht: 1.07816 Ity_div_Itx: 0.0929918 Ht_div_Hx: 0.138628
Size: 1 Ity: 0.142102 Ht: 0.566667 Ity_div_Itx: 0.0585682 Ht_div_Hx: 0.072861
Size: 0 Ity: 4.7339e-10 Ht: 4.83391e-13 Ity_div_Itx: 1.9511e-10 Ht_div_Hx: 6.21535e-14
Saving this solution
0 4.7339e-10 2.42627 1.9511e-10
1 0.142102 2.42627 0.0585682
2 0.225623 2.42627 0.0929918
3 0.27046 2.42627 0.111472
4 0.304532 2.42627 0.125514
5 0.329093 2.42627 0.135638
6 0.346579 2.42627 0.142845
7 0.362831 2.42627 0.149543
8 0.391269 2.42627 0.161264
9 0.40674 2.42627 0.16764
Key to solution 10 NMI value0.5
The clustering has finished. Now saving the solution in /idiap/temp/akomaty/AMI_prep_feat/result.dir/EN2005a.clust.out
...and saying goodbye
last speech frame = 529794 total number of speech frames = 459253
training the rkl hmm
ERROR!!!!
ERROR!!!!
ERROR!!!!
ERROR!!!!
.
.
.
ERROR!!!!
ERROR!!!!
Segmentation Over with Viterbi score = -2514638.750000
The htk file sample rate 100000
Diarization stopped at 412622
Running time 5886 seconds
compute features after: 360.412
aib clustering after: 4198.59
realignment after: 145.14
**P.S.: The number of lines mentioning ERROR!!!! is: 378898**
Hi Srikanth,
I am experiencing some errors with some AMIcorpus meetings. I have two types of errors:
Error aborting the process of the meeting, that is, I am getting only one output file named for example: EN2002b.out The error I am getting is below:
And the content of the file EN2002b.out is as follows
The other type of errors is not resulting the job to fail, but resulting in very bad results (DER close to 50%). An example of this type of errors is below:
last speech frame = 529794 total number of speech frames = 459253 training the rkl hmm ERROR!!!! ERROR!!!! ERROR!!!! ERROR!!!! . . . ERROR!!!! ERROR!!!! Segmentation Over with Viterbi score = -2514638.750000 The htk file sample rate 100000 Diarization stopped at 412622
Running time 5886 seconds
compute features after: 360.412 aib clustering after: 4198.59 realignment after: 145.14