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Perception of pitch accuracy in melodies: A categorical or continuous phenomenon?

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Pauline Larrouy-Maestri

Simone Franz

David Poeppel

Pauline.larrouy-maestri@aesthetics.mpg.de

(2)

Pitch accuracy

Contour error

Interval error

Tonality error

Sensitivity from early age and perception in adults: e.g., Dowling & Fujitani, 1970; Edworthy, 1985; Ferland & Mendelson, 1989; Hannon & Trainor, 2007; Gooding & Stanley, 2001; Plantinga & Trainor, 2005; Stalinski et al., 2008; Trainor & Trehub, 1992

(3)

Pitch accuracy

Computer

assisted method

3 criteria

Judges

166 performances

http://sldr.org/sldr000774/en

1 - 2 - 3 - 4 - 5 - 6 - 7 - 8 - 9

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Pitch accuracy – Music experts

Contour error

Interval error

Tonality error

(5)

Pitch accuracy – Layman listeners

Contour error

Interval error

Tonality error

(6)

(The case of operatic singers – Definition)

(7)

(The case of operatic singers – Evaluation)

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= limit of “tolerance”

(consistency whatever the familiarity,

contour, type of error, size, position)

100 cents = semitone

= theoretical boundary

40 cents

25 cents

Larrouy-Maestri & Poeppel (in preparation)

(9)

Mechanisms driving perception

Categorical

Continuous

Transformation of varying sensory signals

into categorical internal representations

Perception (sometimes linearly) of the

variation of sensory signals

Gereral: Harnard, 1987; Goldstone & Hendrickson, 2010 (review); Liberman et al., 1957 Use of labels: Maier, Glage, Hohlfeld, Rasha, Rahman, 2014 (review)

(10)

Pauline Larrouy-Maestri

Simone Franz

David Poeppel

Pauline.larrouy-maestri@aesthetics.mpg.de

Perception of pitch accuracy in melodies

A categorical or continuous

phenomenon?

Perception of pitch accuracy in melodies:

A categorical or continuous

phenomenon?

(11)

100 cents

40 cents

25 cents

?

Mechanisms driving perception

Categorical perception

(musicians)

Burns & Ward, 1978

Burns & Campbell, 1994

McDermott et al., 2010

Siegel & Siegel, 1977

Zarate, Ritson, & Poeppel, 2012

(12)

Perception of correctness

- Material

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Perception of correctness

- Procedure

PRE learning

4 blocks

random order deviations

Identification

Confidence

Label learning

1 melody (0 vs. 50 cents) Examples of labels Test with feedback Until 80% of correct answer

Selection

1 block on the trained melody

Screening

In-tune

Out-of-tune

0

1

2

3

POST learning

4 blocks

random order deviations

Identification

Confidence

In-tune

Out-of-tune

0

1

2

3

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Effect of learning

– Confidence (n = 36)

1.6

1.8

2

2.2

2.4

2.6

0

5 10 15 20 25 30 35 40 45 50

Pre learning

Post learning

Confidence

Confidence

1.6

1.8

2

2.2

2.4

2.6

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Effect of learning

- Identification (n = 36)

% In-tune

0

10

20

30

40

50

60

70

80

90

100

0

5

10

15

20

25

30

35

40

45

50

Pre learning

Post learning

(16)

Effect of the material

(n = 36)

0

10

20

30

40

50

60

70

80

90

100

0 5 10 15 20 25 30 35 40 45 50

2nd

4th

1.6

1.7

1.8

1.9

2

2.1

2.2

2.3

2.4

2.5

2.6

0 5 10 15 20 25 30 35 40 45 50

% In-tune

Confidence

(17)

Individual differences

(n = 50)

0 10 20 30 40 50 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Proportion "in − tune" responses Deviation 0 10 20 30 40 50 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Proportion "in − tune" responses Deviation 0 10 20 30 40 50 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Proportion "in − tune" responses Deviation 0 10 20 30 40 50 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Proportion "in − tune" responses Deviation 0 10 20 30 40 50 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Proportion "in − tune" responses Deviation 0 10 20 30 40 50 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Proportion "in − tune" responses Deviation

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Take home message – Future directions

Individual differences

Two/three groups?

Predictors?

Cross-domain abilities?

Perception of pitch accuracy in melodies

Pitch interval deviation is important

Low tolerance, consistency

No need of explicit learning

Categorical and continuous phenomenon

Correctness can be categorized

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Thanks for your attention!

Marie-Reine Ayoub Ellen Blanckaert Laura Gosselin Dominique Morsomme David Magis Daniele Schön Yohanna Lévêque Matthias Grabenhorst David Poeppel Simone Franz

Claudia Lehr and Freya Materne R. Muralikrishnan

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