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Макс + Яна MH17 - 5 years onv

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https://c.radikal.ru/c40/1907/8f/f310176b373f.png
Figure 4.2.3.2: SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 2 and Track 4 – Selection/View

текст

Left Channel
Right Channel
Selection area taken for the
audio analysis from audio 2,
track 4

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https://a.radikal.ru/a34/1907/42/a0d96510baa5.png
Figure 4.2.3.4: Cepstrum view from the SIS II - SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 2 Track-4
conversation between Major and Grek audio duration between 1:09:4 - 1:49.0

текст

Cepstrum View of Audio 2
,Track 3

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https://a.radikal.ru/a26/1907/3b/5b1db93926f7.png
Figure 4.2.3.5: 3D FTT view from the SIS II - SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 2 Track-4
conversation between Major and Grek audio duration between 1:09:4 - 1:49.0

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i. There are two channels in this Audio 2, Track-4, conversation between Major and Grek audio
duration between 1:0.4 – 1:49.0. Refer to Figure 4.2.3.1.
ii. Total Audio Selection view for audio 2, track 4 is 1:09.382 minutes (1 minute and 09.382
seconds). Refer to Figure 4.2.3.1.
iii. Recording Audio Source: Telephone. Refer to Section 4.5.
iv. Recorded time mentioned in the video is 5:32 PM on 17/07/2014 which is on the same day of
MH17 fatal accident. Original audio created date is unknown from the audio analysis.
v. Major and Grek both their voices can be heard in left channel and right channels (Stereo).
vi. Imported Media format is in MPEG (Media Pictures Expert Group)
vii. Audio sample rate is 44100Hz.
viii. Audio bit depth is 32-bit (float)
ix. Audio channels are in stereo format, which are Left and Right channels.
x. The audio quality is very low although it is hearable.
xi. Figure 4.2.3.4 is showing the Cepstrum view which is used for pitch determination/analysis.
xii. Figure 4.2.3.5 is showing 3D Fast Fourier Transform (3D FFT) is an algorithm that computes
the Discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT).
xiii. Audio seems to be cut between time frame 1.24.2 and 1.24.3. Different frequency level
appears in many places and different background noises level were seen.
xiv. A new person voice was heard between 1:09.5 and 1:49.0 throughout this track instead of
Grek.
xv. A new person voice was heard between 1:09.5 and 1:49.0 throughout this track instead of
Major.

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4.3 Audio 3 - Track 5 - from time 1:50 to 2:22.8

https://b.radikal.ru/b26/1907/3e/ef81ab9a168b.png
Figure 4.3.1: Audio 3 Track- Conversation between “Kozitsyn” and “Militant” had been recorded

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i. Audio 3, Track 5 from 1:50 - 2:22.8 - conversation between Kozitsyn and Militant

https://c.radikal.ru/c25/1907/8f/34f31843ebfe.png
Figure 4.3.2: SSU, radio interception of conversations between terrorists/militants, Boeing-777 plane crash.mp4, Audio 3 and Track 5 conversation between Kozitsyn and Militant audio duration between 1:50 - 2:22.8

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https://a.radikal.ru/a09/1907/5a/42956438fd50.png
Figure 4.3.3: SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 3 and Track 5 – Selection/View

текст

Left Channel
Right Channel
Selection area taken for the
audio analysis from audio 2,
track 4

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https://a.radikal.ru/a24/1907/fb/7105e774e6af.png

Figure 4.3.4: Cepstrum view from the SIS II - SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 3 Track-5
conversation between Kozitsyn and Militant audio duration between 1:50 - 2:22.8

текст

Cepstrum View of Audio 3 -
track 5

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98

https://a.radikal.ru/a20/1907/d0/a0bae086e7d5.png

Figure 4.3.5: 3D FTT view from the SIS II - SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 3 Track-5
conversation between Kozitsyn and Militant audio duration between 1:50 - 2:22.8

текст

3D Fast Fourier Transform algorithm View of Audio 3 track 5

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i. There are two channels in this audio 3, track 5, conversation between Kozitsyn and Grek audio
duration between 1:50.0 – 2:22.8.
ii. Total Audio Selection view for audio 3, track 5 is 1:50.209 minutes. (1 minute 50.209 seconds)
iii. Recording Audio Source: Telephone. Refer to Section 4.5.
iv. Recorded time mentioned in the video is 5:42 PM on 17/07/2014 which is on the same day of
MH17 fatal accident. Original audio created date is unknown from the audio analysis.
v. Militants 1 & 2 are speaking in the left channel and Kozitsyn is speaking the right channel.
vi. Imported Media format is in MPEG (Media Pictures Expert Group)
vii. Audio sample rate is 44100Hz.
viii. Audio bit depth is 32-bit (float)
ix. Audio channels are in stereo format, which are Left and Right channels.
x. Figure 4.3.4 is showing the Cepstrum view which is used for pitch determination/analysis.
xi. Figure 4.3.5 is showing 3D Fast Fourier Transform (3D FFT) is an algorithm that computes the
Discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT).
xii. Possible merging can be seen between 2:02.94 and 2:02.97, also sudden difference in the
spectrum frequency from 2:02:98.
xiii. Two different militants speaking in the track 5. But no information about this in the video.
xiv. Back noises were not heard only when Kozitsyn speaks background noise are heard.

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4.4 Video 1 Audio Tracks Edit/Manipulation
4.4.1 Audio 1, Track-1

https://d.radikal.ru/d40/1907/87/904aff9ee40a.png
Figure 4.4.1.1: Background noises appears in the V. Gernanin’s part of audio Track-1 (Left Channel) are different at 0.18.5, 0:25.75 & 0:31:5. The noise is different suddenly once he starts to talk. The background noise in between of phrases present in Audio 1, Track 1 between the duration of 0:19.5 and 0:25.5, between 0:26.8 and 0:31.4 and between 0:32.6 and 0:36.0. Arrows (bottom – up) showing merging of audios at 0:22.5, 0:23.5 and 0:30:5.

текст

.

Left Channel – Noise
V. Geranin
Right Channel
-Bezler

Different Background
Noise

High Background
Noise

Different
Background
Noise

High Background
Noise

Different
Background

High Background
Noise

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https://b.radikal.ru/b06/1907/1e/778b1c354511.png
Figure 4.4.1.2: A gap which appears at the end of third phrase ~0:32.6 uttered by V. Gernanin in the audio Track-1 (Left Channel) is possible indication
that Geranin voices are merged into the conversation. Audio spectral at 0:31.75 – 0:31.85 (Left Channel) showing added cut, paste and merger of other
sound in this audio.

текст

.
Left Channel –
V. Geranin
Right Channel
-Bezler

Gap here denotes signs
inaccurate merging ~ 0:32.6

Stereo channel with different
noise and spectral wave –
Different audio recorded

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https://b.radikal.ru/b23/1907/1d/6706b79ed3e6.png
Figure 4.4.1.3: Bezler’s voice audio Track 1 (Right Channel) have long pauses after each phrase, appears strange. Long pauses seen between 0:24.7 and
0:25.7, between 0:26.55 and 0:27.55, between 0:36 and 0:31.45, between 0:32.4 and 0:33.5.
Arrows (up-bottom) in Left Channel showing merging of audios at 0:22.5, 0:23.5 and 0:30:5.

текст

.
All the above signs showing the strange pauses after each phrase. Pauses can
be seen by the spectrum gaps. Noise level are different and changing.

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103

https://a.radikal.ru/a06/1907/7f/ddb59c57b92e.png

Figure 4.4.1.4: Right Channel - It appears that the audio was cut down and merged at 0:23.20 from the end of a conversation. Different audio
conversation starts at 0:23.30. Left channel (arrow up-bottom) showing merging of audio at 0:23.43.

текст

.
Possible merging from end of the conversation
added into the track and noise level is changing

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4.4.2 Audio 2, Track-2

https://c.radikal.ru/c09/1907/a1/1c150b7646fa.png
Figure 4.4.2.1: SSU, radio interception of conversations between militants, Boeing-777 plane crash.mp4, Audio 2 and Track-2 conversation between
Major and Grek audio duration between 0:43.3 – 0:52.9. Possible edit can be seen as the noise level is different

текст

Left Channel
Right Channel

Different Levels of noise level indicating the tampered and editing of the audio

Different Levels of noise level

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4.4.3 Audio 2, Track-3

https://c.radikal.ru/c42/1907/0c/e1fd573c0c14.png
Figure 4.4.3.1: In Audio 2, Track-3, background noises are not similar in this part from 0:58:75 and 0:59:0. At 0:58.85 another difference noise were seen.

текст

.
Possible edits in this part, background
noises were not similar in the
conversation

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106

https://c.radikal.ru/c37/1907/b5/2ab4d75e7bc5.png
Figure 4.4.3.2: In Audio 2, Track-3, possible edits can be seen between 1:03:85 and 1:04:55, background noise suddenly appears from nowhere completely unrelated to the speakers’ background atmosphere.

текст

.
Different background noises were
seen in the conversation .

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4.4.4 Audio 2, Track-4

https://d.radikal.ru/d37/1907/35/7fa8aba68979.png
Figure 4.4.4.1: In Audio 2, Track-4 possible edits can be seen between 1:13:55 and 1:13:5 and between 1:15:20 and 1:16:20, background noise suddenly appears from nowhere completely unrelated to the speakers’ atmosphere.

текст

.
Possible edits in this part of the audio

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108

https://a.radikal.ru/a07/1907/04/49cd40aeed8b.png
Figure 4.4.4.2: In Audio 2 Track-4, possible edits can be seen between 1:18:80 and 1:19:30, background noise suddenly appears from nowhere completely unrelated to the speakers’ atmosphere.

текст

Possible edits in this part, different
background noises in the conversation

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109

https://a.radikal.ru/a29/1907/f4/0eb31d347991.png
Figure 4.4.4.3: SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4 in Audio 2 Track-4, failed to overlay of the
merging between time frame 1:24.20 and 1:24.30 another merging between 1:24.50 and 1:24.85.

текст

The gap here shows the improper
merging of audio

The spectrum frequency looks different,
possible merge in this part.

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https://d.radikal.ru/d06/1907/23/7f42778e59c1.png
Figure 4.4.4.4: SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4 in Audio 2 Track-4. A new speaker voice
appears between 1:09.5 and 1:49.0. However, SBU stated that the conversation was between Major and Grek

текст

.
Two new person’s voice start to appear in audio 2, Track 4 between
1:09.5 and 1:49.0

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4.4.5 Audio 3, Track

https://d.radikal.ru/d11/1907/17/012754e69263.png
Figure 4.4.5.1: Audio 3 Track-5 begins from 1:50.2 and ends at 2:22.7. This segment of audio has 3 different individual voices, it appears to be two
different militants speaking to Kozitsyn. 2 Different audios in different channels. Cut of audio in Right channel at ~1:51.0 – 1:54.0, ~1:57.5-2:00.0,
~2:01.0-2:02.5, ~ 2:04.5-2:07.5 & ~2:10.5-2:12.0

текст

Militant voice 1
Militant voice 2
Kozitsyn voice
Left Channel –
Militants Voice
Right Channel –
Kozitsyn Voice

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https://b.radikal.ru/b40/1907/b6/5be3e5bd4b57.png
Figure 4.4.5.2: Militant voice between ~1:50.15 and ~2:02.93 is not the same as Militant voice appears after ~2:02.98 till the end of the audio Possible
merging can be seen between 2:02.94 and 2:02.97 (Left Channel), also sudden difference in the spectrum frequency from 2:02:98

текст

Difference Militant voice detected until ~2:02.93
Sudden change in the frequency level after
2:02.98 in spectrum.
Possible sign of merging in this part
Left Channel –
Militants Voice
Right Channel –
Kozitsyn Voice

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113

https://a.radikal.ru/a00/1907/58/d13a1ebd4c09.png
Figure 4.4.5.3: Muffled and no background noise appears were seen between 1:50.2 and 1:53.6 (Right Channel). However, background noise appears
normal after 1:53.8 till the end of the track. Two different channels. Left Channel - (Arrow Up-Bottom) – adding of audio between ~2:12.6 and 2:14.2.
Right Channel (Arrow Up-Bottom) – merging ~2:12.3 until 2:22.28. This is clear editing/adding of audios

текст

Background noises starts to appear once
Kozitsyn voice starts appearing.
Possible cuts in the background noises can be seen
clearly seen.
Left Channel –
Militants Voice
Right Channel –
Kozitsyn Voice

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4.5 Voice Biometric (Voice ID) Analysis - From Video 1 Audio Tracks
Voice biometric are used for voice Identification and verification from any unknown sample of
voices to a known suspect voice speaker. It can access any source of audio recording, communication
channels such as telephone or microphone for verification of a speaker. The voice speech is text
independent and it can be any conversational style.
Hearing analysis in Audio 2-Track 4 and Audio 3-Track 5 showing difference speakers as stated in
Video 1 transcript. In order to determine they are same or difference speakers, a voice comparison can
be done by taking the samples of each speaker’s voice from each audio tracks. Table 4.1.1 showing the
list of voice captured and Table 4.5.2 showing the list of voice samples which was extracted in WAV (raw
format) from video 1 audio tracks separately to confirm the speaker is the same in the video. By
determining the speaker is the same as stated in the Video 1 transcripts, analysis can conclude the
transcript shown with the speaker are genuine. Refer Table 4.5.1 showing Voice ID Analysis details.
Minimum requirement of each speaker voice sample must be at least ~15 seconds and frequency
response of ~3000 Hz. Unfortunately, the analysis of voice comparison can’t be performed due the quality
of voice of each speaker was not meeting the requirement for the analysis. Analysis concluded based on
hearing as there are difference speakers in the audio tracks of Audio 2-Track 4 and Audio 3-Track 5

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Table 4.5.1: Voice Biometric (Voice ID) Analysis - Audio Tracks from Video 1
Audio 1 Track-1

Parties in the Conversation

Time Frames of Voice Captured

Audio Details

Remarks

- I.Bezler ("Bes") and Vasyl
Mykolaiovych Geranin
(9031921428) (Refer Section 4.1)
- Left and Right channels have
different speakers in Audio 1,
Track-1, Hence the original audio
recorded are Mono.

- Left Channel:
I.Bezler - 0:18.4 – 0:36.09
- Right Channel:
V. Geranin - 0:18.4 – 0:36.09
Refer to Section 4.5.1

i. Bezler’s Audio recording
Frequency Response: ~ 2013 Hz
SNR 53 dB
Reverberation Time: 222 ms
Dispersion 31
Voice: 7.66 s
Total 45.29 %
Source: Telephone
ii. V.Geranin’s Audio recording
Frequency Response: ~ 3510 Hz
SNR 53 dB
Reverberation Time: 228 ms
Dispersion 48
Voice: 2.24 s
Total 59.18 %
Source: Telephone

i. The voice of individual speaker is
in different channels, therefore the
entire signal of left and right
channels was captured separately
from Track-1.
ii. Bezler’s Audio recording cannot
be accepted for Voice ID Analysis.
(Refer to 4.5.1)
iii. V.Geranin’s Audio recording
cannot be accepted for Voice ID
Analysis (Refer to 4.5.2)
iv. Therefore the speaker voice in
the audio track cannot be validate
and verify

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Audio 2 Track-2

- Major and Grek (Refer Section
4.2)
- Both the left and right channels
have the similar audio tracks in
Audio 2, Track-2. Recording were
in Stereo.

- Grek: 0:43.55 – 0:44.08
- Major: 0:44.70-0:52.95
Refer to Section 4.5.2

i. Grek’s Audio recording
Frequency Response: ~2692 Hz
SNR 13 dB
Reverberation Time: 0 ms
Dispersion 0
Voice: 0.51 s
Total 80.38 %
Source: Telephone
ii. Major’s Audio recording
Frequency Response: ~2810 Hz
SNR 24 dB
Reverberation Time: 185 ms
Dispersion 27
Voice: 4.13 s
Total 67.97 %
Source: Telephone

i. The voice of individual speakers
is in both channels.
ii. Voice samples are not suitable,
when two individuals are speaking
at one time. Hence only single
speaker voices are taken for
analysis.
iii. Major’s Audio recording cannot
be accepted for Voice ID Analysis.
iv. Grek’s Audio recording cannot
be accepted for Voice ID Analysis
v. Therefore the speaker voice in
the audio track cannot be validate
and verify

Audio 2 Track-3

- Major and Grek (Refer Section
4.2)
- Both the left and right channels
have the similar audio tracks in
Audio 2, Track-3. Recording were
in Stereo.

Grek: 0:54.25 – 0:55.40
Major: 0:55.70-1:08.10
Refer to Section 4.5.3

i. Grek’s Audio recording
Frequency Response: ~1744 Hz
SNR 16 dB
Reverberation Time: 0 ms
Dispersion 0
Voice: 0.54 s
Total: 66.41 %
Source: Telephone
ii. Major’s Audio recording
Frequency Response: ~2627 Hz
SNR 34 dB
Reverberation Time: 221 ms
Dispersion 24
Voice: 5.11 s
Total 52.43 %
Source: Telephone

i. The voice of individual speakers
is in both channels.
ii. Voice samples are not suitable,
when two individuals are speaking
at one time. Hence only single
speaker voices are taken for
analysis.
iii. Major’s Audio recording cannot
be accepted for Voice ID Analysis.
iv. Grek’s Audio recording cannot
be accepted for Voice ID Analysis.
v. Therefore the speaker voice in
the audio track cannot be validate
and verify

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Audio 2 Track-4

- Different speaker in place of
Major and Different speaker in
place of Grek (Refer Section 4.2)
Both the left and right channels
have the same values in Audio 2,
Track 4

- Different Speaker of (Grek)
from Track-2 and Track-3
Time from:
1:1.30-1:12.20; 1:16.90-1:18.80;
1:22.22-1:24.23;
1:34.85-1:36.15; 1:42.75-
1:43.54 - Different Speaker of
(Major) from Track-2 and Track-
3:
Time from:
1:10.30-1:10.56; 1:12.80-
1:15.30; 1:19.35-1:22.15;
1:24.85-1:33.55
1:36.6-1:42.8;
1:44.0-1:49.0
Refer to Section
4.5.4

i. Grek’s Audio recording
Frequency Response: ~2110 Hz
SNR 38 dB
Reverberation Time: 195 ms
Dispersion 15
Voice: 12.70 s
Total 47.37 %
Source: Telephone
ii. Major’s Audio recording
Frequency Response: ~2918 Hz
SNR 34 dB
Reverberation Time: 243 ms
Dispersion 39
Voice: 3.99 s
Total 61.52 %
Source: Telephone

i. The voice of individual speakers
is in both channels.
ii. Voice samples are not suitable,
when two individuals are speaking
at one time. Hence only single
speaker voices are taken for
analysis.
iii. Major’s Audio recording cannot
be accepted for Voice ID Analysis.
iv. Grek’s Audio recording partially
be accepted for Voice ID Analysis.
v. Therefore the speaker voice in
the audio track cannot be validate
and verify

Audio 3 Track-5

- Kozitsyn and Militant1 and
Militant 2 (Refer Section 4.3)
Left and Right channels have
different values in Audio 3, Track
5

Left Channel Militant 1 –
1:50.40 – 2:02.90
Right Channel Militant 2 –
2:02.95 – 2:14.20
Right Channel – Kozitsyn –
2:14.80 – 2:20.20
Refer to Section 4.5.5

i. Kozitsyn’s Audio recording
Frequency Response: ~2207 Hz
SNR 23 dB
Reverberation Time: 328 ms
Dispersion 75
Voice: 3.59 s
Total 30.51 %
Source: Telephone
ii. Militant 1 Audio recording
Frequency Response: ~2186 Hz
SNR 35 dB
Reverberation Time: 296 ms
Dispersion 43
Voice: 6.02 s
Total 17.96 %
Source: Telephone

i. The voice of individual speaker is
in different channels, therefore the
entire signal of left and right
channels is captured separately
from track 1.
ii. Kozitsyn’s Audio recording
cannot be accepted for Voice ID
Analysis. (Refer to 4.5.5)
iii. Militant 1’s Audio recording
cannot be accepted for Voice ID
Analysis (Refer to 4.5.6)
iv. Militant 2’s Audio recording
cannot be accepted for Voice ID
Analysis (Refer to 4.5.7)
v. Therefore the speaker voice in
the audio track cannot be validate
and verify

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iii. Militant 2 Audio recording
Frequency Response: ~2885 Hz
SNR 37 dB
Reverberation Time: 226 ms
Dispersion 24
Voice: 6.64 s
Total 19.82 %
Source: Telephone

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Table 4.5.2: Details of Individual Voice ID for Voice Biometrics Analysis Exported

No, Individual Voice ID

MD5 HashValue

Speaker

Remarks

1 Audio1,Track1-LeftChannel -
GeraninVoiceID.wav

E5EE5D0D3A0E175D93E6A595698473FB

V. Geranin

-Voices are captured from the Left Channel of Track-1.
Not suitable for Voice biometric/comparison.
-Not suitable for Voice biometric/comparison

2 Audio1,Track1-RightChannel -
BezlerVoiceID.wav

1D79DB6EEFEC615595EA599C97440CBC

I. Bezler

-Voices are captured from the Right Channel of Track-1
- Not suitable for Voice biometric/comparison.

3 Audio2,Track2- Grek-VoiceID.wav

5260DB415015836A26AA187EC320EDE2

Grek

-Track-2 Grek is same as Track-3 Grek
-Not suitable for Voice biometric/comparison.

4 Audio2,Track2- Major-VoiceID.wav

09734793E5B5B344E6C547133CBE6B90

Major

-Track-2 Major is same as Track-3 Major
-Not suitable for Voice biometric/comparison.

5 Audio2,Track3- Grek-VoiceID.wav

5DF78A4F06B8DD01C10A9B24A1D2AEE0

Grek

-Track-3 Grek is same as Track-2 Grek
-Not suitable for Voice biometric/comparison.

6 Audio2,Track3- Major-VoiceID.wav

94B165D00CFB1026B70DC4AF3512C010

Major

Track-3 Major is same as Track-2 Major
-Not suitable for Voice biometric/comparison.

7 Audio2,Track4-
UnknownNewVoice(Grek)-VoiceID.wav

54DE1D3C7F9BD3E3BCA938339E60C911

Different Voice (Grek)

-Track-4 Grek is not same as Track-2 and Track-3
-Not suitable for Voice biometric/comparison.

8 Audio2,Track4-
UnknownNewVoice(Major)-
VoiceID.wav

10E7B587637B72307DE001A85479F9EC

Different Voice (Major)

-Track-4 Major is not same as Track-2 and Track-3
- Audio can be partially accepted Voice
biometric/comparison.

9 Audio3,Track5- LeftChannel-Militant1-
VoiceID.wav

394E9F22CBA24D5B5EF71D8D731AB2C4

Militant Voice 1

-Voices are captured from the Left Channel of Track-5,
Militant1 voice is not same as Militant2 voice.
-Not suitable for Voice biometric/comparison.

10 Audio3,Track5- LeftChannel-Militant2-
VoiceID.wav

676760F206D9CE5963FC5CB5BA723227

Militant Voice 2

-Voices are captured from the Left Channel of Track-5,
Militant2 voice is not same as Militant1 voice.
-Not suitable for Voice biometric/comparison.

11 Audio3,Track5- RightChannel-KozitsynVoiceID.wav

78C726BD29F7530C0E42B072B021E508

Kozitsyn

-Voices are captured from the Right Channel of Track-1
-Not suitable for Voice biometric/comparison.


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