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Figure 4.2.3.2: SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 2 and Track 4 – Selection/View
Left Channel
Right Channel
Selection area taken for the
audio analysis from audio 2,
track 4
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Figure 4.2.3.2: SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 2 and Track 4 – Selection/View
Left Channel
Right Channel
Selection area taken for the
audio analysis from audio 2,
track 4
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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
Cepstrum View of Audio 2
,Track 3
92
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
Figure 4.3.1: Audio 3 Track- Conversation between “Kozitsyn” and “Militant” had been recorded
95
i. Audio 3, Track 5 from 1:50 - 2:22.8 - conversation between Kozitsyn and Militant
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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Figure 4.3.3: SSU, radio interception of conversations between terrorists, Boeing-777 plane crash.mp4, Audio 3 and Track 5 – Selection/View
Left Channel
Right Channel
Selection area taken for the
audio analysis from audio 2,
track 4
97
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
Cepstrum View of Audio 3 -
track 5
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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
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
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.
.
Left Channel – Noise
V. Geranin
Right Channel
-Bezler
Different Background
NoiseHigh Background
NoiseDifferent
Background
NoiseHigh Background
NoiseDifferent
BackgroundHigh Background
Noise
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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.
.
Left Channel –
V. Geranin
Right Channel
-BezlerGap here denotes signs
inaccurate merging ~ 0:32.6Stereo channel with different
noise and spectral wave –
Different audio recorded
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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.
.
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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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.
.
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
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
Left Channel
Right ChannelDifferent 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
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.
.
Possible edits in this part, background
noises were not similar in the
conversation
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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.
.
Different background noises were
seen in the conversation .
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4.4.4 Audio 2, Track-4
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.
.
Possible edits in this part of the audio
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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.
Possible edits in this part, different
background noises in the conversation
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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.
The gap here shows the improper
merging of audioThe spectrum frequency looks different,
possible merge in this part.
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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
.
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
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
Militant voice 1
Militant voice 2
Kozitsyn voice
Left Channel –
Militants Voice
Right Channel –
Kozitsyn Voice
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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
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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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
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 | - Left Channel: | i. Bezler’s Audio recording | i. The voice of individual speaker is |
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Audio 2 Track-2
- Major and Grek (Refer Section | - Grek: 0:43.55 – 0:44.08 | i. Grek’s Audio recording | i. The voice of individual speakers |
Audio 2 Track-3
- Major and Grek (Refer Section | Grek: 0:54.25 – 0:55.40 | i. Grek’s Audio recording | i. The voice of individual speakers |
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Audio 2 Track-4
- Different speaker in place of | - Different Speaker of (Grek) | i. Grek’s Audio recording | i. The voice of individual speakers |
Audio 3 Track-5
- Kozitsyn and Militant1 and | Left Channel Militant 1 – | i. Kozitsyn’s Audio recording | i. The voice of individual speaker is |
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iii. Militant 2 Audio recording |
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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 - | E5EE5D0D3A0E175D93E6A595698473FB | V. Geranin | -Voices are captured from the Left Channel of Track-1. |
2 Audio1,Track1-RightChannel - | 1D79DB6EEFEC615595EA599C97440CBC | I. Bezler | -Voices are captured from the Right Channel of Track-1 |
3 Audio2,Track2- Grek-VoiceID.wav | 5260DB415015836A26AA187EC320EDE2 | Grek | -Track-2 Grek is same as Track-3 Grek |
4 Audio2,Track2- Major-VoiceID.wav | 09734793E5B5B344E6C547133CBE6B90 | Major | -Track-2 Major is same as Track-3 Major |
5 Audio2,Track3- Grek-VoiceID.wav | 5DF78A4F06B8DD01C10A9B24A1D2AEE0 | Grek | -Track-3 Grek is same as Track-2 Grek |
6 Audio2,Track3- Major-VoiceID.wav | 94B165D00CFB1026B70DC4AF3512C010 | Major | Track-3 Major is same as Track-2 Major |
7 Audio2,Track4- | 54DE1D3C7F9BD3E3BCA938339E60C911 | Different Voice (Grek) | -Track-4 Grek is not same as Track-2 and Track-3 |
8 Audio2,Track4- | 10E7B587637B72307DE001A85479F9EC | Different Voice (Major) | -Track-4 Major is not same as Track-2 and Track-3 |
9 Audio3,Track5- LeftChannel-Militant1- | 394E9F22CBA24D5B5EF71D8D731AB2C4 | Militant Voice 1 | -Voices are captured from the Left Channel of Track-5, |
10 Audio3,Track5- LeftChannel-Militant2- | 676760F206D9CE5963FC5CB5BA723227 | Militant Voice 2 | -Voices are captured from the Left Channel of Track-5, |
11 Audio3,Track5- RightChannel-KozitsynVoiceID.wav | 78C726BD29F7530C0E42B072B021E508 | Kozitsyn | -Voices are captured from the Right Channel of Track-1 |
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