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Voice Morphing / Speech
Transformation

28 April 2011
What is voice morphing?
 Voice

morphing means transition of one
speech signal into another one.
 Technology developed at the Los Alamos
National Laboratory in New Mexico, USA
by George Papcun .

28 April 2011
What it perform?
 It

is a technique to modify a source
speaker's speech to sound as if it
was spoken by a target speaker.
 Voice morphing enables speech
patterns to be cloned.

28 April 2011
Need of voice morphing…
 Text
 In

To Speech (TTS).

public speech systems.

 For

special effects( just like video or
image morphing is done ).

28 April 2011
Steps in voice morphing process..
 Preprocessing.
 Cepstral

Analysis.
 Warping and Interpolation.
 Signal Re-estimation

28 April 2011
Preprocessing….
 Pre-Processing

Involves processes
like signal acquisition in discrete form
and windowing

28 April 2011
Preprocessing block diagram….

28 April 2011
Pitch And Envelope Analysis…
 This

process will extract the pitch.
 Formant information in the speech
signal.

28 April 2011
Matching and Warping..
 DTW(Dynamic

Time Warping)
It is used to find the best match
between the pitch of the two
sounds.

28 April 2011
Signal Re-Estimation..
 Due

to signals being transformation
into the cepstral domain a magnitude
function is used. This results in a
loss of phase information in the
representation of the data

28 April 2011
Limitations..
 Lots

of normalizing problems.
 Some applications require extensive
sound libraries.
 Different languages require different
phonetics.
 It is very seldom complete.

28 April 2011
Advantages…
 Allows

speech model to be
duplicated and an exact copy of a
person voice.
 Used in a entertainment field.

28 April 2011
Disadvantages…
 Use

to pull out the useful
information.
 It hides the actual identity of the
user.

28 April 2011
Application Areas..
 Fake

telephone conversations as
evidence in courts of law.
 Powerful battlefield weapon.
Provide fake orders to the enemy's troops
appearing to come From their own commanders.

28 April 2011
Future Scope..
 Extending

the functionality of tool.

Create a powerful and flexible morphing
tool.
 Increased

user interaction.

Graphical User Interface could be
designed and Integrated to make the
package more user-friendly
28 April 2011
It is all about on the topic voice
morphing…
THANK YOU!!!!!!

28 April 2011

BY:ASHISH MISHRA
I.T. 3’RD YEAR
0836313008
QUESTION?

28 April 2011

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Voicemorphing

  • 1. Voice Morphing / Speech Transformation 28 April 2011
  • 2. What is voice morphing?  Voice morphing means transition of one speech signal into another one.  Technology developed at the Los Alamos National Laboratory in New Mexico, USA by George Papcun . 28 April 2011
  • 3. What it perform?  It is a technique to modify a source speaker's speech to sound as if it was spoken by a target speaker.  Voice morphing enables speech patterns to be cloned. 28 April 2011
  • 4. Need of voice morphing…  Text  In To Speech (TTS). public speech systems.  For special effects( just like video or image morphing is done ). 28 April 2011
  • 5. Steps in voice morphing process..  Preprocessing.  Cepstral Analysis.  Warping and Interpolation.  Signal Re-estimation 28 April 2011
  • 6. Preprocessing….  Pre-Processing Involves processes like signal acquisition in discrete form and windowing 28 April 2011
  • 8. Pitch And Envelope Analysis…  This process will extract the pitch.  Formant information in the speech signal. 28 April 2011
  • 9. Matching and Warping..  DTW(Dynamic Time Warping) It is used to find the best match between the pitch of the two sounds. 28 April 2011
  • 10. Signal Re-Estimation..  Due to signals being transformation into the cepstral domain a magnitude function is used. This results in a loss of phase information in the representation of the data 28 April 2011
  • 11. Limitations..  Lots of normalizing problems.  Some applications require extensive sound libraries.  Different languages require different phonetics.  It is very seldom complete. 28 April 2011
  • 12. Advantages…  Allows speech model to be duplicated and an exact copy of a person voice.  Used in a entertainment field. 28 April 2011
  • 13. Disadvantages…  Use to pull out the useful information.  It hides the actual identity of the user. 28 April 2011
  • 14. Application Areas..  Fake telephone conversations as evidence in courts of law.  Powerful battlefield weapon. Provide fake orders to the enemy's troops appearing to come From their own commanders. 28 April 2011
  • 15. Future Scope..  Extending the functionality of tool. Create a powerful and flexible morphing tool.  Increased user interaction. Graphical User Interface could be designed and Integrated to make the package more user-friendly 28 April 2011
  • 16. It is all about on the topic voice morphing… THANK YOU!!!!!! 28 April 2011 BY:ASHISH MISHRA I.T. 3’RD YEAR 0836313008