LUDWIG KOLLENZ
TWO PI GMBH, VIENNA
Non-Uniform Compression Ratio
as a tool for flexible transformation
of dynamic range
PAGE 1 FROM 18
Erlangen 2018-02-23
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Dynamic Range Mapping
PAGE 2 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Effects of Time Constants
0.19 0.195 0.2 0.205 0.21 0.215 0.22 0.225 0.23
-1
-0.5
0
0.5
1
t / s
Amplitude
0.19 0.195 0.2 0.205 0.21 0.215 0.22 0.225 0.23
-1
-0.5
0
0.5
1
t / s
Amplitude
0.19 0.195 0.2 0.205 0.21 0.215 0.22 0.225 0.23
-1
-0.5
0
0.5
1
t / s
Amplitude
PAGE 3 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Uniform Distribution of Compression
PAGE 4 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Uniform Mapping Output and Gain
PAGE 5 FROM 18
O(I) = Dynamic Range of Output
G(I) = Dynamic Range of Gain
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Non-Uniform Mapping of Output
PAGE 6 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Non-Uniform Mapping of Gain
PAGE 7 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Signal-Dependent Weighting Function
PAGE 8 FROM 18
calculate –>
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Speech-Level Dependance
PAGE 9 FROM 18
calculate –>
calculate –>
calculate –>
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Weighting Function Example
PAGE 10 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
BANDS 1 2 3 4 5 6 7 8 9 10 11 12
CR 1,0 1,7 1,8 2,2 2,3 2,3 2,2 1,6 1,4 1,2 1,1 1,1
G50 1 13 21 26 27 28 29 29 24 22 21 20
fc (kHz) 0,25 0,5 0,75 1 1,25 1,65 2,1 2,7 3,5 4,5 5,7 7,1
Attack time: 10ms
Release time: 150ms
Performance Examples
Moderate hearing loss
PAGE 11 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Soft Speech in Quiet
Sentence:»Five minutes peace.«
0 0.5 1 1.5 2 2.5 3
x 10
4
−0.2
−0.1
0
0.1
0.2
time / samples / 16kHz
0 0.5 1 1.5 2 2.5 3
x 10
4
−0.2
−0.1
0
0.1
0.2
time / samples / 16 kHz
PAGE 12 FROM 18
top = uniform CR
bottom = non-uniform CR
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Soft Speech in Quiet
1000 2000 3000 4000 5000 6000 7000 8000
−80
−75
−70
−65
−60
−55
−50
−45
−40
−35
−30
Freq. / Hz
Spectrummagnitude/dB
PAGE 13 FROM 18
red = uniform CR
blue = non-uniform CR
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
PAGE 14 FROM 18
Medium Speech in Noise
Sentence:»the children were having breakfast.«
0 0.5 1 1.5 2 2.5 3 3.5 4
x 10
4
−0.6
0
0.6
time / samples / 16kHz
0 0.5 1 1.5 2 2.5 3 3.5 4
x 10
4
−0.6
0
0.6
time / samples / 16 kHz
top = uniform CR
bottom = non-uniform CR
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
PAGE 15 FROM 18
Medium Speech in Noise
1000 2000 3000 4000 5000 6000 7000 8000
−60
−55
−50
−45
−40
−35
−30
Frequency / Hz
Spectrummagnitude/dB
red = uniform CR
blue = non-uniform CR
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Conclusion
PAGE 16 FROM 18
input speech
Level/dB
Level/dB
output speech
frequencyof
occurrence
frequencyof
occurrence
red = uniform CR
blue = non-uniform CR
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Thank you!
www.two-pi.com
PAGE 17 FROM 18
Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria
Literature
Bisgaard, n.;Vlaming, M.; Dahlquist, M.:
»Standard Audiograms for the Iec 60118-15 Measurement Procedure«,
in:trends in Amplification 14 2010, p. 113–120.
Keidser, G.; Dillon, H.; Flax, M.; ching,t.; Brewer, S.:
»the nAL-nL2 Prescription Procedure«,
in:Audiological Research 1 2011, p. 88 – 90.
Moore, B.c.;Sęk, A.:»Preferred compression Speed for Speech and
Music and Its Relationship to Sensitivity to temporal Fine Structure«,
in:trends in Hearing 2016 Sep 7.
Moore, B.c.:
»cochlear hearing loss«, Second edition,
John Wiley & Sons 2008.
Plomp, R:
»the negative effect of amplitude compression in multichannel
hearing aids in the light of the modulation transfer function«,
in:J Acoust Soc Am. 83 1988, p. 2322-2327.
PAGE 18 FROM 18

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Non-uniform Compression Ratio for Dynamic Range Compression

  • 1. LUDWIG KOLLENZ TWO PI GMBH, VIENNA Non-Uniform Compression Ratio as a tool for flexible transformation of dynamic range PAGE 1 FROM 18 Erlangen 2018-02-23
  • 2. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Dynamic Range Mapping PAGE 2 FROM 18
  • 3. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Effects of Time Constants 0.19 0.195 0.2 0.205 0.21 0.215 0.22 0.225 0.23 -1 -0.5 0 0.5 1 t / s Amplitude 0.19 0.195 0.2 0.205 0.21 0.215 0.22 0.225 0.23 -1 -0.5 0 0.5 1 t / s Amplitude 0.19 0.195 0.2 0.205 0.21 0.215 0.22 0.225 0.23 -1 -0.5 0 0.5 1 t / s Amplitude PAGE 3 FROM 18
  • 4. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Uniform Distribution of Compression PAGE 4 FROM 18
  • 5. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Uniform Mapping Output and Gain PAGE 5 FROM 18 O(I) = Dynamic Range of Output G(I) = Dynamic Range of Gain
  • 6. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Non-Uniform Mapping of Output PAGE 6 FROM 18
  • 7. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Non-Uniform Mapping of Gain PAGE 7 FROM 18
  • 8. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Signal-Dependent Weighting Function PAGE 8 FROM 18 calculate –>
  • 9. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Speech-Level Dependance PAGE 9 FROM 18 calculate –> calculate –> calculate –>
  • 10. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Weighting Function Example PAGE 10 FROM 18
  • 11. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria BANDS 1 2 3 4 5 6 7 8 9 10 11 12 CR 1,0 1,7 1,8 2,2 2,3 2,3 2,2 1,6 1,4 1,2 1,1 1,1 G50 1 13 21 26 27 28 29 29 24 22 21 20 fc (kHz) 0,25 0,5 0,75 1 1,25 1,65 2,1 2,7 3,5 4,5 5,7 7,1 Attack time: 10ms Release time: 150ms Performance Examples Moderate hearing loss PAGE 11 FROM 18
  • 12. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Soft Speech in Quiet Sentence:»Five minutes peace.« 0 0.5 1 1.5 2 2.5 3 x 10 4 −0.2 −0.1 0 0.1 0.2 time / samples / 16kHz 0 0.5 1 1.5 2 2.5 3 x 10 4 −0.2 −0.1 0 0.1 0.2 time / samples / 16 kHz PAGE 12 FROM 18 top = uniform CR bottom = non-uniform CR
  • 13. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Soft Speech in Quiet 1000 2000 3000 4000 5000 6000 7000 8000 −80 −75 −70 −65 −60 −55 −50 −45 −40 −35 −30 Freq. / Hz Spectrummagnitude/dB PAGE 13 FROM 18 red = uniform CR blue = non-uniform CR
  • 14. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria PAGE 14 FROM 18 Medium Speech in Noise Sentence:»the children were having breakfast.« 0 0.5 1 1.5 2 2.5 3 3.5 4 x 10 4 −0.6 0 0.6 time / samples / 16kHz 0 0.5 1 1.5 2 2.5 3 3.5 4 x 10 4 −0.6 0 0.6 time / samples / 16 kHz top = uniform CR bottom = non-uniform CR
  • 15. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria PAGE 15 FROM 18 Medium Speech in Noise 1000 2000 3000 4000 5000 6000 7000 8000 −60 −55 −50 −45 −40 −35 −30 Frequency / Hz Spectrummagnitude/dB red = uniform CR blue = non-uniform CR
  • 16. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Conclusion PAGE 16 FROM 18 input speech Level/dB Level/dB output speech frequencyof occurrence frequencyof occurrence red = uniform CR blue = non-uniform CR
  • 17. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Thank you! www.two-pi.com PAGE 17 FROM 18
  • 18. Erlangen 2018-02-23 Ludwig Kollenz, Vienna/Austria Literature Bisgaard, n.;Vlaming, M.; Dahlquist, M.: »Standard Audiograms for the Iec 60118-15 Measurement Procedure«, in:trends in Amplification 14 2010, p. 113–120. Keidser, G.; Dillon, H.; Flax, M.; ching,t.; Brewer, S.: »the nAL-nL2 Prescription Procedure«, in:Audiological Research 1 2011, p. 88 – 90. Moore, B.c.;Sęk, A.:»Preferred compression Speed for Speech and Music and Its Relationship to Sensitivity to temporal Fine Structure«, in:trends in Hearing 2016 Sep 7. Moore, B.c.: »cochlear hearing loss«, Second edition, John Wiley & Sons 2008. Plomp, R: »the negative effect of amplitude compression in multichannel hearing aids in the light of the modulation transfer function«, in:J Acoust Soc Am. 83 1988, p. 2322-2327. PAGE 18 FROM 18