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InternationalTelecommunicationUnionLannion, France, 10-12 September 2008
Loudness: Current Knowledge and Questions
Sabine Meunier,Laboratoire de Mécanique et d’Acoustique – CNRS - France
ITU-T Workshop on"From Speech to Audio: bandwidth extension,
binaural perception"Lannion, France, 10-12 September 2008
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 20082
LoudnessSupraliminary sensation: how to measure it ?
Weber-Fechner law, 19th century
Weber: ΔΦ/Φ=constant Φ:stimulation
Fechner:ΔΨ=k ΔΦ/Φ Ψ: sensation
Ψ = A LogΦ + B
Stevens law: direct measurement, magnitude estimation
Ψ = a Φb
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 20083
Methods to measure Loudness
Magnitude estimation: loudness in sones1 sone = loudness of a 1-kHz tone at 40 dB SPL
Adjustement (loudness matches): loudness level in phonsa loudness level of a sound of X phons means that the sound is asloud as a 1-kHz tone at X dB SPL
Adaptive (2down–1up, 1down–2up): loudness level in phons
Multitracking: loudness level in phons
Categorical loudness scaling
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 2008
Test sound (T): the sound that we want to know the loudness
Sound of comparison (C): usually 1-kHz tone, variable level
C after T (1st test) and T after C (2nd test)
Listener’s task: Adjust the C-level to have the same loudness as T
Random order, different for each listener
Start level was randomly X dB above or under T loudness level
Loudness level in phons : mean of C-level obtained in the 2 tests for each sound
4
Methods to measure LoudnessAdjustment
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 20085
Methods to measure Loudness
Magnitude estimation: loudness in sones1 sone = loudness of a 1-kHz tone at 40 dB SPL
Adjustement (loudness matches): loudness level in phonsa loudness level of a sound of X phons means that the sound is asloud as a 1-kHz tone at X dB SPL
Adaptive (adown–bup, bdown–aup): loudness level in phons
Multitracking: loudness level in phons
Categorical loudness scaling
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 20086
2down-1up (1st test) :
++
++ ++
- -
-5 dB
-5 dB+5 dB
-2 dB
1st reversal
2nd reversal
2up-1down (2nd test) :
+ +
-- --
--
+5 dB-5 dB
+5 dB
+2 dB
1st reversal
2nd reversal
+ JL
- JS
Loudness level in phons
Track finishes after X reversals
Presentation order : T & C or C & T, randomlyListener’s task : Which of these 2 sounds is louder
Start level above the T loudness level
Start level under the T loudness level
Mean of the last Y reversals
Methods to measure Loudnessadaptive methods
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 20087
Methods to measure Loudness
Magnitude estimation: loudness in sones1 sone = loudness of a 1-kHz tone at 40 dB SPL
Adjustement (loudness matches): loudness level in phonsa loudness level of a sound of X phons means that the sound is asloud as a 1-kHz tone at X dB SPL
Adaptive (2down–1up, 1down–2up): loudness level in phons
Multitracking: loudness level in phons
Categorical loudness scaling
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 20088
Principle similar to the adaptive method
4 or 5 simultaneous sequences
Random choice of the sequence, different for each listener
Loudness level in phons:
mean of +JL and –JS for each sound
Methods to measure LoudnessMultitracking
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 20089
Methods to measure Loudness
Magnitude estimation: loudness in sones1 sone = loudness of a 1-kHz tone at 40 dB SPL
Adjustement (loudness matches): loudness level in phonsa loudness level of a sound of X phons means that the sound is asloud as a 1-kHz tone at X dB SPL
Adaptive (2down–1up, 1down–2up): loudness level in phons
Multitracking: loudness level in phons
Categorical loudness scaling
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200810
Methods to measure LoudnessCategorical loudness scaling
50
45
40
35
30
25
20
15
10
5
0
very soft
inaudible
soft
medium
loud
very loud
too loudLoudness measured in Categorical Unit (CU)
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 2008
Loudness as a function of
0 20 40 60 80 100 120
11
Loudnes
s in
sones
20010050
2010
5.0
2.01.00.5
0.20.1.05
.02
Sound pressure level (dB)
8000 Hz
100 Hz
4000 Hz
1000 Hz
250 Hz
500
Hz
From Scharf (1978) in Handbook of perception, Carterette and Friedman
N=k(P-P0)a
at 1 kHz: a=0.6
N: loudnessP: pressureP0: constant
SPL
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200812
From Scharf (1978) in Handbook of perception, Carterette and Friedman
Loudness as a function of SPL
Partial loudness50
20
10
5.0
2.0
1.0
0.5
0.2
0.1
Loudnes
s in
sones
SPL of masked tone (dB)20 30 40 50 60 70 80 90 100 110
Quiet 50 60 70 80 90 100 dB SPL of Noise
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200813
Loudness as a function of
Equal loudness contoursStandard: ISO 226, 2003
frequency (Hz)
sound p
ress
ure
lev
el (
dB)
frequency
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200814
Loudness as a function of
frequencyEqual loudness contours
40
50
60
70
80
90
100 1000 10000
ISO226 2003ISO226 1987
Soun
d Pr
essu
re L
evel
(dB)
Frequency (Hz)
75 phons
60 phons
50 phons
From Boullet (2005)
PhD Thesis
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200815Bandwidth (Hz)
Loudnes
s le
vel in
phons
overall sound presure level
Loudness as a function of
Spectral loudness summation
From Scharf (1978) in Handbook of perception, Carterette and Friedman
bandwidth
critical band
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 2008
Temporal loudness summation
16
Loudness as a function of
56
58
60
62
64
66
68
70
72
0,01 0,1 1
1-kHz pure tone
Duration (s)
τ = 127 msCritical duration = 381 ms
y = 71.2+10*log(1-exp(-x/0,127))R² = 0,93Lo
udne
ss le
vel (
phon
s)
From Boullet (2005)
PhD Thesis
duration
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200817
ANSI, S3.4-2005, « Procedure for the Computation of Loudness of Steady Sounds, », American National Standards Institute, New York (2005).
From Moore B. C. J. and Glasberg B. R., Acustica-Acta Acustica, 82, 335 (1996).
Moore B. C. J., Glasberg B. R., Baer T., J. Audio Eng. Soc., 45, 224 (1997).
ISO 532B, « Method for calculating loudness level », International Organisation for standardization (1975).
From Zwicker E., Acustica, 10, 304 (1960)
Zwicker E., J. Acoust. Soc. Am., 33, 248 (1961)
Loudness modelsStandards for steady sounds
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200818
Zwicker’s modelStationary sounds, free or diffuse field
Signal
FFT
Critical bands or 1/3 octave bands
Excitation
Specific loudness
Overall loudness
1 24
aD+ filtering
a0 filtering From free field to inner ear
From free field to diffuse field
Calculated using masking curves
Based on Stevens law
=Σ specific loudnesses(because of spectral loudness summation)
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200819
Moore and Glasberg’s model
Based on Zwicker’s model
Differences:
1 –Auditory filters shapes,
2 –Excitation pattern,
3 - a0 and aD+
Stationary sounds, free or diffuse field
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200820
Loudness models for non-stationary sounds
Zwicker E., “Procedure for calculating loudness of temporally variable sounds”, J. Acoust. Soc. Am., vol.62, n°3, 675-682, 1977.
Zwicker E. et Fastl H., “Psychoacoustics: Facts and models”, 2nd
Edit ion, Springer-Verlag, Berlin, 1999.
Glasberg B. R. and Moore B. C. J., “ A model of loudness applicable to time-varying sounds”, J. Audio Eng. Soc., 50, n°5, 331-342, 2002.
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200821
Current researches
Loudness of non-stationary sounds
Short duration signals
Long duration signals
Effect of context
Induce Loudness Reduction (Recalibration)
Loudness Constancy
Binaural Loudness Summation
Spectral loudness summation and duration
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200822
Loudness of non-stationary sounds
Short duration sounds
0
5
10
15
20
20 40 60 80 100 120
Short varied
Long varied
Leve
l Diff
eren
ce (L
shor
t-Llo
ng) i
n dB
Level of Short Tone in dB SPL
Temporal integration = Lshort – Llong
short and long signal at equal loudness
Temporal integration
depends on levelTemporal integration maximum for moderate levels
From Florentine et al., JASA 1996
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200823
From Florentine et al., JASA 1996
Loudness of non-stationary sounds
Short duration sounds
0
5
10
15
20
20 40 60 80 100 120
Short varied
Long varied
Leve
l Diff
eren
ce (L
shor
t-Llo
ng) i
n dB
Level of Short Tone in dB SPL
200-ms Equal-Ratio Loudness5-ms Equal-Ratio Loudness
Modified Power Function
Lshort – Llong =19dB
Lshort – Llong =14dB
Loudness functions are not linear
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200824
Loudness of non-stationary sounds
Short duration sounds
These loudness functions show features similar to the mechanicalinput/output measurement at the basilar membrane
Temporal integration of loudness does not depends on level
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200825
Loudness of non-stationary soundsEnvironmental short-duration
sounds
From Meunier et al., ICA 2001, Forum Acusticum 2002
Most studies:Rectangular envelope
Environmental sounds:Exponential envelope
N = kEaTb N: loudnessE: energyT: sound durationa, b: constants
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200826
N= kEaTb
Determination of a and b
a: loudness functions for environmental short duration sounds
b: loudness as a function of duration
Loudness of non-stationary soundsEnvironmental short-duration
sounds
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200827
- Loudness is constant when Energy increases as duration increases
- Loudness is constant when Energy is constant:
Equal energy rulefor duration less than the critical duration
loudness = constant if Energy = Intensity x duration = constant
- Loudness is constant when Energy decreases as duration increases
Loudness of non-stationary sounds
Environmental short duration sounds
Loudness as a function of durationThree relationships between loudness and duration were found in different studies :
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200828
dttpET 2
0
)((∫=Energy = = constant
Loudness of non-stationary sounds
Environmental short duration sounds
Loudness as a function of duration
From Meunier et Rabau., Acoustics 08
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200829
0,1
1
1 10 100 1000
88 dB HL73 dB HL58 dB HL
60dB SL45dB SL
Estim
ated
loud
ness
(nor
mal
ized
)
Duration (ms)
bands of noiseF0=1 kHzΔf= 80 Hz
From Meunier et Rabau., Acoustics 08
Loudness of non-stationary sounds
Environmental short duration sounds
Loudness as a function of duration
When Energy constant, Loudness varies as a power function of Signal Duration.
Exponent depends on the level of the signal.
Softer signals:Loudness constant when Energy decreases as duration increases
Louder signals:Loudness constant when Energy constant as duration increases
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200830
From Boullet et al. in preparation
Loudness of non-stationary sounds
Loudness Model for Impulsive
Sound (LMIS)
20
30
40
50
60
70
80
90
100so
n23
son2
2so
n02
son0
5_L3
son0
3so
n24
son0
9so
n15
son0
1so
n05_
L2so
n06
son0
4so
n13
son0
5_L1
son1
9so
n16
son2
0so
n08
son1
2so
n11
son1
7so
n18
son0
7so
n21
son1
4so
n10
Measured Loudness LevelLMIS
Loud
ness
Lev
el (p
hons
)
Sound n°
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200831
Loudness of non-stationary sounds
Long duration sounds
How does listeners judge overall loudness of time-varying sounds ?
Time (s)
Loudness N
N10
N5?
1 min
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200832
Loudness of non-stationary sounds
Long duration sounds
Kuwano and Namba (Psychol. Res., 1985) and Fastl (5th Oldenburg Symp. Psych. Acoutics, 1991):
Sound events proeminent in level strongly influence global loudness
Susini et al. (Acta Acustica, 2002):Recency effect: related to the temporal position of the highest contour peak
Global loudness: combination of highest levels, of their temporal position and their duration of emergence
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200833
John G. Neuhoff , Nature, 1998, 395, 123-124
Loudness of non-stationary soundsTemporal asymmetry
Loudness change: asymmetric
Asymmetry depends on:direction of change (increasing vs. decreasing)range of levels (high vs. low).
Loudness change of tones with linearly varying levels
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200834
John G. Neuhoff , Nature, 1998, 395, 123-124
Loudness of non-stationary soundsTemporal asymetry
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200835Canévet et al., Acta Acustica, 2003
Loudness of non-stationary soundsTemporal asymetry
1
10
100
1 10 100
75->4545->7560->7575->60
Rat
io o
f est
imat
ions
(Lou
der
divi
ded
by s
ofte
r)
Sweep duration in seconds
A) - Pure tones at 1 kHz
(17 subjects) decreasingincreasingincreasingdecreasing
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200836
Effect of contextInduced Loudness Reduction (ILR)
A preceding higher-level tone (inducer) reduces the loudness of a lower-level tone (test tone)
Marks, J. Acoust. Soc. Am., 1996
A: 500-Hz tones relatively low SPLs and 2500-Hz tones high SPLs
B: reverse
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200837
Effect of contextInduced Loudness Reduction (ILR)
Amount of ILR depends on:Tone levelsFrequency separation between inducer and test toneDuration of inducer and test toneTime separation between inducer and test toneIndividual differences
Review in Epstein, J. Acoust. Soc. Am., Online, 2007
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200838
Effect of contextLoudness Constancy
Zahorik and Wightman, Nature neuroscience, 2001
Loudness Constancy
Loudness contant for fixed source power and variable
source distance
source power
source power
source power
Intensity changes at the ear may be due to• Source power changes• Source distance
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200839
Effect of contextBinaural Loudness Summation
(BLS)
From Marozeau et al. J. Acoust. Soc. Am., 2006
Binaural loudness = A x monaural loudnessA: from 1.3 to 2 depending on study
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200840
Effect of contextBLS as a function of stimulus and
listening conditionsStimuli• Monitored Live Voice (MLV) spondees
• Recorded spondees• Tones
Listening conditions• Earphone• Loudspeakers
From Florentine J. Acoust. Soc. Am., 2008
BLS for tones or recorded spondees > BLS for MLV
BLS for earphones > BLS for Loudspeakers
BLS in laboratory conditions > BLS out of the laboratory
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200843
Excitation
Masking curves
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200844
Physical parameters of the twelve synthesized noises
8 listeners
s o u n dn u m b e r
C e n t r a lf r e q u e n c y
( H z )
b a n d w i d t h( H z )
L e v e l( d B S P L )
1 4 0 0 5 0 4 02 4 0 0 4 2 0 4 03 4 0 0 5 0 6 04 4 0 0 4 2 0 6 05 1 4 2 0 1 2 0 3 06 1 4 2 0 1 0 0 0 3 07 1 4 2 0 1 2 0 5 08 1 4 2 0 1 0 0 0 5 09 3 0 0 0 2 4 0 6 0
1 0 3 0 0 0 2 0 4 0 6 01 1 3 0 0 0 2 4 0 7 01 2 3 0 0 0 2 0 4 0 7 0
From Meunier et al. InterNoise 2000
Experiment 1Loudness of synthesized noises
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200845
30405060708090
30 40 50 60 70 80 90
12
34
56
78
9 10
11 12
y = 7,5766 + 0,85313x R= 0,97504
Adj
uste
d lo
udne
ss
(pho
ns)
Calculated loudness (phons)
Moore's model (AES)
7
30405060708090
30 40 50 60 70 80 90
12
34
56
78
9 10
11 12
y = 1,893 + 0,95909x R= 0,98632
Adj
uste
d lo
udne
ss
(pho
ns)
Calculated loudness (phons)
Zwicker's model
30405060708090
30 40 50 60 70 80 90
12
3 4
56
8
9 10
11 12
y = 0,8725 + 0,9377x R= 0,99454
Adj
uste
d lo
udne
ss
(pho
ns)
Calculated loudness (phons)
Moore's model (Acustica)
7
From Meunier et al. InterNoise 2000
Experiment 1 : synthesized noises
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200846
Twenty four enrironmental sound (steady over 1 s)Sound Abbreviation
Blowlamp BlowlampGuitare GuitareHarmonica HarmRumpled paper PaperComputer hard disk DiskTelephon in an Anecho•c Chamber Tel_ACTelephon in an office TelBicycle in an Anecho•c Chamber Bicy_AcBicycle BicyCar CarWoman voice Voice_WMan voice Voice_MFlute at 39 dB SPL Flute_39Flute at 54 dB SPL Flute_54Flute at 69 dB SPL Flute_69Flute at 84 dB SPL Flute_84Motorcycle at 28 dB SPL Moto_28Motorcycle at 43 dB SPL Moto_43Motorcycle at 58 dB SPL Moto_58Motorcycle at 73 dB SPL MotoDrilling at 35 dB SPL Drill_35Drilling at 50 dB SPL Drill_50Drilling at 65 dB SPL Drill_65Drilling at 80 dB SPL Drilling
24 listeners
From Meunier et al. InterNoise 2000
Experiment 1Loudness of environmental noises
InternationalTelecommunicationUnion
Lannion, France, 10-12 September 200847
30405060708090
100
30 40 50 60 70 80 90 100
y = 15,611 + 0,77787x R= 0,98295
Adj
uste
d lo
udne
ss
(pho
ns)
Calculated loudness (phons)
Zwicker's model
405060708090
100
40 50 60 70 80 90 100
y = 3,6762 + 0,87937x R= 0,97893
Adj
uste
d lo
udne
ss
(pho
ns)
Calculated loudness (phons)
Moore's model (Acustica)
405060708090
100
40 50 60 70 80 90 100
y = 8,587 + 0,82236x R= 0,96235
Adj
uste
d lo
udne
ss
(pho
ns)
Calculated loudness (phons)
Moore's model (AES)
From Meunier et al. InterNoise 2000
Experiment 2 : environmental noises