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Capture of 3D sound with a spherical microphone array Intelsig/Acoustics Lab. Hermine Feron (Deltatec) Jean-Jacques Embrechts (University of Liège, Intelsig research group)

Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

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Page 1: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

Capture of 3D sound with a spherical microphone array

Intelsig/Acoustics Lab.

Hermine Feron (Deltatec)

Jean-Jacques Embrechts (University of Liège, Intelsig research group)

Page 2: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

TABLE OF CONTENTS

• Context

• Microphone arrays

• Applications

• Geometry

• Beamforming

• Designed array

• Results

• Conclusion and prospects

Page 3: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

CONTEXT

• Master’s thesis in the field of architectural acoustics at the University of Liege

• Objective : Extract 3D Room Impulse Responses with a spherical microphone array

Page 4: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

MICROPHONE ARRAYS

• They consist of

• An arrangement of two or several microphones: geometry

• A linear combination of the signals measured by the microphones: beamforming

+

Page 5: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

MICROPHONE ARRAYS

• Microphone Array = Geometry + Beamforming

• A microphone array can act like a highly directional microphone by combining the measured signals.

• The main response axis of the beam can be steered in the space thanks to post treatment (electronic steering)

Beam pattern of array output

Page 6: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

MICROPHONE ARRAYS : Applications

• Three main uses:

• Extract a particular signal from ambient noise (ex : telephone, conference)

• Multichannel reproduction based on 3D sound field recording

• Extract acoustic source localisation: the beam is steered in every direction to examine the room and to localize the sound.

Page 7: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

MULTIPLE GEOMETRIES

Linear Planar Volumetric

Page 8: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

BEAMFORMING

1

0

* ),(),()(M

jjj

PWY

Pressures measured by the microphones

Weight functions Array output

N

nnm

n

nmnm PW

0

* )()(

+ Frequency domain

Spherical harmonics domain

Page 9: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

MICROPHONE ARRAY DESIGNED

• Spherical microphone array with a 10 cm radius (“rigid” sphere).

• 16 omnidirectional microphones are distributed nearly uniformly on the surface of the sphere.

• 2 sound cards, each with 8 inputs.

• Multichannel recordings in .wav format.

• Post-signal processing with Matlab ®.

Page 10: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

TEST 1 : Equipment

Sound source

Different steering directions are defined during post-processing.

Sound cards

Steering directions

Amplifier

Page 11: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

TEST 1 : Measurement Setup

Page 12: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

TEST 1 : Analysis of results

Time evolution of array output in horizontal plane

Spherical coordinates

ᵠ [°]

Tim

e [m

s]

Page 13: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

TEST 1 : Analysis of results

Time evolution of array output in horizontal plane

Spherical coordinates

ᵠ [°]

Tim

e [m

s]

Page 14: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

Space distribution of array output at a certain time

TEST 1 : Analysis of results ᵟ

[°]

Spherical coordinates

ᵠ [°]

Page 15: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

TEST 1 : Analysis of results

Space distribution

Localization of sound source in time and space

Time evolution

ᵟ [°

]

ᵠ [°] ᵠ [°]

Tim

e [m

s]

Page 16: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

TEST 2 : Directional impulse responses in a cubic room

Page 17: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

ᵠ [°]

ᵟ [°]

Tim

e [m

s]

Tim

e [m

s]

10,7 to 12,7 ms

Direct

Ground

Ceiling

TEST 2 : Directional impulse responses in a cubic room

Page 18: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

ᵠ [°]

ᵟ [°]

Tim

e [m

s]

Tim

e [m

s]

14 to 16 ms

Direct

Ground

Ceiling

TEST 2 : Directional impulse responses in a cubic room

Page 19: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

17 to 18,2 ms

Direct

Ground

Ceiling

TEST 2 : Directional impulse responses in a cubic room

ᵠ [°]

ᵟ [°]

Tim

e [m

s]

Tim

e [m

s]

Page 20: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

CONCLUSION AND PROSPECTS

• This tools allows

• to get directional informations about rooms

• to localize individual sound waves in the temporal and spatial domain

• The final outcome of this project: to create a practical tool for acousticians

• The array can be used for others applications

• 3D recording and multichannel reproduction (Master project 2014)

Page 21: Capture of 3D sound with a spherical microphone array · 2013-12-13 · MICROPHONE ARRAYS •Microphone Array = Geometry + Beamforming •A microphone array can act like a highly

ACKNOWLEDGEMENTS