Pitch Perception. Roger Shepard

Size: px
Start display at page:

Download "Pitch Perception. Roger Shepard"

Transcription

1 Pitch Perception Roger Shepard

2 Pitch Perception Ecological signals are complex not simple sine tones and not always periodic. Just noticeable difference (Fechner) JND, is the minimal physical change detectable by a human. Just noticeable difference has been used as a measurement of psychological levels of stimuli. Stevens assessed JND agains direct subjective experience Quite different to JND (represents difference from subject to subject baseline). Neither approach is accurate

3 Pitch Perception In Mel scale - subjective (figure 13.1) Keyboard range adjusted to Mel scale. Mel = unit of pitch, equal to one-thousandth of the pitch of a simple tone whose frequency is 1000 hertz and whose loudness is 40 decibels above a listener's threshold. Closer in lower octaves, further apart in upper octaves. Mels Vs Log Freq - not linear Mel constant Perceived distance = log frequency scale. i.e.the Octave has the same reach = pitch doubles On piano keyboard not on other instruments necessarily.

4 Pitch Perception Figure 13.2 graph shows how interval size changes across Mel scale Hz How does this relate to the Fletcher-Munson We are more sensitive to central frequencies so therefore our acuity is higher.

5 Pitch Perception Attneave and Olson (1971) also supported a logarithmic scale (see figure 13.3) Attneave and Olson (1971) also argued - Pitch and melody are a Morphophonic Medium relates to patterns of pitch Pitch & time are crucial. Timbre, spatialization and loudness are secondary.? Because they were using melodies compositional approach pitch over time

6 Pitch Perception Kubovy (1981) Dispensable versus Indispensable. Stereo recordings use this phenomena. The signal appears to be in front of you. Pitch is indispensable, space is dispensable Depends on what you are listing for lion

7 Pitch Perception Height Drobisch -- tones -- helix Octaves above and below each other are associated with pitch height Roger Shepherd, see figure 13.6 Chroma equals the distance relationship. Chroma i.e. Imagine on 2D plane - 5 steps away but without the height represented by the helix.

8 Pitch Perception Dowling, Hollombe (1977) and Deutsch experimented with scrambled melodies and found that our perception of melody critically depends on high as well as Chroma. See figure A 4D representation equals Chroma and Height and the dimensions of the circle for the cycle of fifths. Note "most musically sophisticated subjects responded most to the cycle of 5ths"? Training, cultural background, jazz or classical?

9 Pitch Perception Figure 13.2, melodic space. Reference to previous paper. Korte s 3rd law - large steps take more time to process melodies seem to fall apart if large steps are included. See later discussion about analysis of pitch steps in melodies.? Vectors of change Contour

10 Pitch Perception Psychologists are not necessarily highly trained musicians. Musicians are trained to perceive "shape of phrase" and "harmonic destination". Such training would lead to long-term perception of vectors of change as distinct from intervals. These are also memorized when learning a piece so become subconscious

11 Memory Chapter 17 memory. Hippocampus and pre-frontal cortex are associated with memory Likely to be distributed muscle memory. - Procedural memory - doing things Iconic memory - images Echoic memory - sound Working memory - conversation - doing things now Long term memory - life

12 Memory Iconic memory may be experienced as a residual image on the visual cortex. Echoic memory - residual sound awareness - Atkinson & Shiffrin (1986) Both deal with a sensory buffer. Immediate sensory memories are stored in a sensory buffer. Contextual constraints are associated with chunking to establish patterns to make composite elements which expands the capacity of the sensory buffer. An example of this would be a musical chord, made up of three or more elements - perceived as one object. It is argued that the capacity of the sensory memory is 5 to 9 elements (Miller 1956). The Working memory (sensory buffer) is used for current functions such as conversation (Alan Badalley 1990)

13 Memory Long-term memory contains the memories about life etc - may also play a role in musical cognition in terms of references to past musical experience, and association of musical experiences with life experience. For instance you heard that song for the first time whilst on holiday in the Caribbean.

14 Memory Tulving (1985) Episodic memory events such as birthdays holidays et cetera Semantic memory linked or associated used for facts Procedural memory tie your shoes, make coffee etc Abstract representation car a class of objects, not a specific car. You reduce - (irreducable idiostructural) classes of objects reduce cognitive load - ie you don't have to remember ever car Gist of an experience event conversation - not the specifics.

15 Memory Musical perception Music has seven perceptual attributes pitch, rhythm, tempo, contour, tempo, loudness. Melody = auditory object that is maintain when attributes are altered slightly. Melody - For instance you can alter the pitch, tempo, timbre, loudness, spatial location, and reverberation, with small variations in rhythm acceptable and with the contour change rarely acceptable.

16 Memory Contour IS Critical Memory = abstract representation of pitch invariance (Contour)? Page 215 "at first, the idea of contour being an important attribute of melody seems counterintuitive." - Clearly not a train classical or jazz musician Shown in infants and even animals.

17 Memory Amusia - see Oliver Sacks. There are interesting cases when after a stroke, the patient cannot talk, but can sing to communicate. This illustrates that different parts of the brain are engaged for speaking communication and a combination of text and melody in the production of song.

18 Memory Daniel Levitin long term memory includes abstract pitch representation of songs - see experiments - subjects singing a favorite rock song Also shows that absolute and relative information is held in the long term memory. Subjects were within the just noticeable difference range of 6.2 to 8% without any priming. This indicates relative encoding of relationships And absolute encoding of sensory features.

19 Perceptual fusion + auditory perception. John Chowning

20 Perceptual fusion + auditory perception. Periodic waveforms quasi-periodic waveforms. Auditory perception is extraordinarily sensitive to micro changes in quasi-periodic waveforms. Remember fourth tone pulse had a reverse phase and was distinct Non-linearity equals natural of nature - What we used to Variations in breath, pressure etc

21 Perceptual fusion + auditory perception. See Figure 20.2 sung soprano voice. Phase 1 fundamental Phase 2 harmonics added unrecognizable and voice Phase 3 random pitch variation and vibrato added fusing harmonics to fundamental Commonality invariance are key to fusion leads to stream segregation Key to: source identification source segregation.

22 Perceptual fusion + auditory perception. Experiment - singers close and far away Consider paper two perception of mechanical attributes referred to as spectral brightness indicates more energy used in excitation of source. More effort for faraway signal Perceived as more energy used in production of sound Relationship of timbre and intensity are critical to identification of perceptual distance. Also consider reverberation energy Early reflections Secondary and main signal. Coloration from room is clearly stronger when signal source is more distant.

23 Perceptual fusion + auditory perception. Loudness Loudness constancy - Like visual constancy - we can calculate the size of an object at differing distances Not like perspective in vision as loudness can change suddenly and non-linearly.

Music 175: Pitch II. Tamara Smyth, Department of Music, University of California, San Diego (UCSD) June 2, 2015

Music 175: Pitch II. Tamara Smyth, Department of Music, University of California, San Diego (UCSD) June 2, 2015 Music 175: Pitch II Tamara Smyth, trsmyth@ucsd.edu Department of Music, University of California, San Diego (UCSD) June 2, 2015 1 Quantifying Pitch Logarithms We have seen several times so far that what

More information

Music Representations

Music Representations Lecture Music Processing Music Representations Meinard Müller International Audio Laboratories Erlangen meinard.mueller@audiolabs-erlangen.de Book: Fundamentals of Music Processing Meinard Müller Fundamentals

More information

UNIVERSITY OF DUBLIN TRINITY COLLEGE

UNIVERSITY OF DUBLIN TRINITY COLLEGE UNIVERSITY OF DUBLIN TRINITY COLLEGE FACULTY OF ENGINEERING & SYSTEMS SCIENCES School of Engineering and SCHOOL OF MUSIC Postgraduate Diploma in Music and Media Technologies Hilary Term 31 st January 2005

More information

Pitch. The perceptual correlate of frequency: the perceptual dimension along which sounds can be ordered from low to high.

Pitch. The perceptual correlate of frequency: the perceptual dimension along which sounds can be ordered from low to high. Pitch The perceptual correlate of frequency: the perceptual dimension along which sounds can be ordered from low to high. 1 The bottom line Pitch perception involves the integration of spectral (place)

More information

Musical Acoustics Lecture 15 Pitch & Frequency (Psycho-Acoustics)

Musical Acoustics Lecture 15 Pitch & Frequency (Psycho-Acoustics) 1 Musical Acoustics Lecture 15 Pitch & Frequency (Psycho-Acoustics) Pitch Pitch is a subjective characteristic of sound Some listeners even assign pitch differently depending upon whether the sound was

More information

The Physics Of Sound. Why do we hear what we hear? (Turn on your speakers)

The Physics Of Sound. Why do we hear what we hear? (Turn on your speakers) The Physics Of Sound Why do we hear what we hear? (Turn on your speakers) Sound is made when something vibrates. The vibration disturbs the air around it. This makes changes in air pressure. These changes

More information

CSC475 Music Information Retrieval

CSC475 Music Information Retrieval CSC475 Music Information Retrieval Monophonic pitch extraction George Tzanetakis University of Victoria 2014 G. Tzanetakis 1 / 32 Table of Contents I 1 Motivation and Terminology 2 Psychacoustics 3 F0

More information

The Tone Height of Multiharmonic Sounds. Introduction

The Tone Height of Multiharmonic Sounds. Introduction Music-Perception Winter 1990, Vol. 8, No. 2, 203-214 I990 BY THE REGENTS OF THE UNIVERSITY OF CALIFORNIA The Tone Height of Multiharmonic Sounds ROY D. PATTERSON MRC Applied Psychology Unit, Cambridge,

More information

HST 725 Music Perception & Cognition Assignment #1 =================================================================

HST 725 Music Perception & Cognition Assignment #1 ================================================================= HST.725 Music Perception and Cognition, Spring 2009 Harvard-MIT Division of Health Sciences and Technology Course Director: Dr. Peter Cariani HST 725 Music Perception & Cognition Assignment #1 =================================================================

More information

9.35 Sensation And Perception Spring 2009

9.35 Sensation And Perception Spring 2009 MIT OpenCourseWare http://ocw.mit.edu 9.35 Sensation And Perception Spring 29 For information about citing these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Hearing Kimo Johnson April

More information

An Integrated Music Chromaticism Model

An Integrated Music Chromaticism Model An Integrated Music Chromaticism Model DIONYSIOS POLITIS and DIMITRIOS MARGOUNAKIS Dept. of Informatics, School of Sciences Aristotle University of Thessaloniki University Campus, Thessaloniki, GR-541

More information

DAT335 Music Perception and Cognition Cogswell Polytechnical College Spring Week 6 Class Notes

DAT335 Music Perception and Cognition Cogswell Polytechnical College Spring Week 6 Class Notes DAT335 Music Perception and Cognition Cogswell Polytechnical College Spring 2009 Week 6 Class Notes Pitch Perception Introduction Pitch may be described as that attribute of auditory sensation in terms

More information

Pitch Perception and Grouping. HST.723 Neural Coding and Perception of Sound

Pitch Perception and Grouping. HST.723 Neural Coding and Perception of Sound Pitch Perception and Grouping HST.723 Neural Coding and Perception of Sound Pitch Perception. I. Pure Tones The pitch of a pure tone is strongly related to the tone s frequency, although there are small

More information

Lecture 1: What we hear when we hear music

Lecture 1: What we hear when we hear music Lecture 1: What we hear when we hear music What is music? What is sound? What makes us find some sounds pleasant (like a guitar chord) and others unpleasant (a chainsaw)? Sound is variation in air pressure.

More information

PHY 103 Auditory Illusions. Segev BenZvi Department of Physics and Astronomy University of Rochester

PHY 103 Auditory Illusions. Segev BenZvi Department of Physics and Astronomy University of Rochester PHY 103 Auditory Illusions Segev BenZvi Department of Physics and Astronomy University of Rochester Reading Reading for this week: Music, Cognition, and Computerized Sound: An Introduction to Psychoacoustics

More information

PSYCHOACOUSTICS & THE GRAMMAR OF AUDIO (By Steve Donofrio NATF)

PSYCHOACOUSTICS & THE GRAMMAR OF AUDIO (By Steve Donofrio NATF) PSYCHOACOUSTICS & THE GRAMMAR OF AUDIO (By Steve Donofrio NATF) "The reason I got into playing and producing music was its power to travel great distances and have an emotional impact on people" Quincey

More information

Perceptual Considerations in Designing and Fitting Hearing Aids for Music Published on Friday, 14 March :01

Perceptual Considerations in Designing and Fitting Hearing Aids for Music Published on Friday, 14 March :01 Perceptual Considerations in Designing and Fitting Hearing Aids for Music Published on Friday, 14 March 2008 11:01 The components of music shed light on important aspects of hearing perception. To make

More information

Simple Harmonic Motion: What is a Sound Spectrum?

Simple Harmonic Motion: What is a Sound Spectrum? Simple Harmonic Motion: What is a Sound Spectrum? A sound spectrum displays the different frequencies present in a sound. Most sounds are made up of a complicated mixture of vibrations. (There is an introduction

More information

SHORT TERM PITCH MEMORY IN WESTERN vs. OTHER EQUAL TEMPERAMENT TUNING SYSTEMS

SHORT TERM PITCH MEMORY IN WESTERN vs. OTHER EQUAL TEMPERAMENT TUNING SYSTEMS SHORT TERM PITCH MEMORY IN WESTERN vs. OTHER EQUAL TEMPERAMENT TUNING SYSTEMS Areti Andreopoulou Music and Audio Research Laboratory New York University, New York, USA aa1510@nyu.edu Morwaread Farbood

More information

Auditory Illusions. Diana Deutsch. The sounds we perceive do not always correspond to those that are

Auditory Illusions. Diana Deutsch. The sounds we perceive do not always correspond to those that are In: E. Bruce Goldstein (Ed) Encyclopedia of Perception, Volume 1, Sage, 2009, pp 160-164. Auditory Illusions Diana Deutsch The sounds we perceive do not always correspond to those that are presented. When

More information

Math and Music: The Science of Sound

Math and Music: The Science of Sound Math and Music: The Science of Sound Gareth E. Roberts Department of Mathematics and Computer Science College of the Holy Cross Worcester, MA Topics in Mathematics: Math and Music MATH 110 Spring 2018

More information

LESSON 1 PITCH NOTATION AND INTERVALS

LESSON 1 PITCH NOTATION AND INTERVALS FUNDAMENTALS I 1 Fundamentals I UNIT-I LESSON 1 PITCH NOTATION AND INTERVALS Sounds that we perceive as being musical have four basic elements; pitch, loudness, timbre, and duration. Pitch is the relative

More information

The Mathematics of Music and the Statistical Implications of Exposure to Music on High. Achieving Teens. Kelsey Mongeau

The Mathematics of Music and the Statistical Implications of Exposure to Music on High. Achieving Teens. Kelsey Mongeau The Mathematics of Music 1 The Mathematics of Music and the Statistical Implications of Exposure to Music on High Achieving Teens Kelsey Mongeau Practical Applications of Advanced Mathematics Amy Goodrum

More information

AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY

AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY Eugene Mikyung Kim Department of Music Technology, Korea National University of Arts eugene@u.northwestern.edu ABSTRACT

More information

Music Representations

Music Representations Advanced Course Computer Science Music Processing Summer Term 00 Music Representations Meinard Müller Saarland University and MPI Informatik meinard@mpi-inf.mpg.de Music Representations Music Representations

More information

Elements of Music David Scoggin OLLI Understanding Jazz Fall 2016

Elements of Music David Scoggin OLLI Understanding Jazz Fall 2016 Elements of Music David Scoggin OLLI Understanding Jazz Fall 2016 The two most fundamental dimensions of music are rhythm (time) and pitch. In fact, every staff of written music is essentially an X-Y coordinate

More information

I. LISTENING. For most people, sound is background only. To the sound designer/producer, sound is everything.!tc 243 2

I. LISTENING. For most people, sound is background only. To the sound designer/producer, sound is everything.!tc 243 2 To use sound properly, and fully realize its power, we need to do the following: (1) listen (2) understand basics of sound and hearing (3) understand sound's fundamental effects on human communication

More information

2014A Cappella Harmonv Academv Handout #2 Page 1. Sweet Adelines International Balance & Blend Joan Boutilier

2014A Cappella Harmonv Academv Handout #2 Page 1. Sweet Adelines International Balance & Blend Joan Boutilier 2014A Cappella Harmonv Academv Page 1 The Role of Balance within the Judging Categories Music: Part balance to enable delivery of complete, clear, balanced chords Balance in tempo choice and variation

More information

Music Training and Neuroplasticity

Music Training and Neuroplasticity Presents Music Training and Neuroplasticity Searching For the Mind with John Leif, M.D. Neuroplasticity... 2 The brain's ability to reorganize itself by forming new neural connections throughout life....

More information

Note on Posted Slides. Noise and Music. Noise and Music. Pitch. PHY205H1S Physics of Everyday Life Class 15: Musical Sounds

Note on Posted Slides. Noise and Music. Noise and Music. Pitch. PHY205H1S Physics of Everyday Life Class 15: Musical Sounds Note on Posted Slides These are the slides that I intended to show in class on Tue. Mar. 11, 2014. They contain important ideas and questions from your reading. Due to time constraints, I was probably

More information

& Ψ. study guide. Music Psychology ... A guide for preparing to take the qualifying examination in music psychology.

& Ψ. study guide. Music Psychology ... A guide for preparing to take the qualifying examination in music psychology. & Ψ study guide Music Psychology.......... A guide for preparing to take the qualifying examination in music psychology. Music Psychology Study Guide In preparation for the qualifying examination in music

More information

Fundamentals of Music Theory MUSIC 110 Mondays & Wednesdays 4:30 5:45 p.m. Fine Arts Center, Music Building, room 44

Fundamentals of Music Theory MUSIC 110 Mondays & Wednesdays 4:30 5:45 p.m. Fine Arts Center, Music Building, room 44 Fundamentals of Music Theory MUSIC 110 Mondays & Wednesdays 4:30 5:45 p.m. Fine Arts Center, Music Building, room 44 Professor Chris White Department of Music and Dance room 149J cwmwhite@umass.edu This

More information

Creative Computing II

Creative Computing II Creative Computing II Christophe Rhodes c.rhodes@gold.ac.uk Autumn 2010, Wednesdays: 10:00 12:00: RHB307 & 14:00 16:00: WB316 Winter 2011, TBC The Ear The Ear Outer Ear Outer Ear: pinna: flap of skin;

More information

Music Complexity Descriptors. Matt Stabile June 6 th, 2008

Music Complexity Descriptors. Matt Stabile June 6 th, 2008 Music Complexity Descriptors Matt Stabile June 6 th, 2008 Musical Complexity as a Semantic Descriptor Modern digital audio collections need new criteria for categorization and searching. Applicable to:

More information

Musical Illusions Diana Deutsch Department of Psychology University of California, San Diego La Jolla, CA 92093

Musical Illusions Diana Deutsch Department of Psychology University of California, San Diego La Jolla, CA 92093 Musical Illusions Diana Deutsch Department of Psychology University of California, San Diego La Jolla, CA 92093 ddeutsch@ucsd.edu In Squire, L. (Ed.) New Encyclopedia of Neuroscience, (Oxford, Elsevier,

More information

We realize that this is really small, if we consider that the atmospheric pressure 2 is

We realize that this is really small, if we consider that the atmospheric pressure 2 is PART 2 Sound Pressure Sound Pressure Levels (SPLs) Sound consists of pressure waves. Thus, a way to quantify sound is to state the amount of pressure 1 it exertsrelatively to a pressure level of reference.

More information

Lecture 5: Frequency Musicians describe sustained, musical tones in terms of three quantities:

Lecture 5: Frequency Musicians describe sustained, musical tones in terms of three quantities: Lecture 5: Frequency Musicians describe sustained, musical tones in terms of three quantities: Pitch Loudness Timbre These correspond to our perception of sound. I will assume you have an intuitive understanding

More information

EXPECTANCY AND ATTENTION IN MELODY PERCEPTION

EXPECTANCY AND ATTENTION IN MELODY PERCEPTION EXPECTANCY AND ATTENTION IN MELODY PERCEPTION W. Jay Dowling University of Texas at Dallas This article offers suggestions for operational definitions distinguishing between attentional vs. expectancy

More information

Influence of tonal context and timbral variation on perception of pitch

Influence of tonal context and timbral variation on perception of pitch Perception & Psychophysics 2002, 64 (2), 198-207 Influence of tonal context and timbral variation on perception of pitch CATHERINE M. WARRIER and ROBERT J. ZATORRE McGill University and Montreal Neurological

More information

Modeling Melodic Perception as Relational Learning Using a Symbolic- Connectionist Architecture (DORA)

Modeling Melodic Perception as Relational Learning Using a Symbolic- Connectionist Architecture (DORA) Modeling Melodic Perception as Relational Learning Using a Symbolic- Connectionist Architecture (DORA) Ahnate Lim (ahnate@hawaii.edu) Department of Psychology, University of Hawaii at Manoa 2530 Dole Street,

More information

Book: Fundamentals of Music Processing. Audio Features. Book: Fundamentals of Music Processing. Book: Fundamentals of Music Processing

Book: Fundamentals of Music Processing. Audio Features. Book: Fundamentals of Music Processing. Book: Fundamentals of Music Processing Book: Fundamentals of Music Processing Lecture Music Processing Audio Features Meinard Müller International Audio Laboratories Erlangen meinard.mueller@audiolabs-erlangen.de Meinard Müller Fundamentals

More information

August Acoustics and Psychoacoustics Barbara Crowe Music Therapy Director. Notes from BC s copyrighted materials for IHTP

August Acoustics and Psychoacoustics Barbara Crowe Music Therapy Director. Notes from BC s copyrighted materials for IHTP The Physics of Sound and Sound Perception Sound is a word of perception used to report the aural, psychological sensation of physical vibration Vibration is any form of to-and-fro motion To perceive sound

More information

Spectral toolkit: practical music technology for spectralism-curious composers MICHAEL NORRIS

Spectral toolkit: practical music technology for spectralism-curious composers MICHAEL NORRIS Spectral toolkit: practical music technology for spectralism-curious composers MICHAEL NORRIS Programme Director, Composition & Sonic Art New Zealand School of Music, Te Kōkī Victoria University of Wellington

More information

1aAA14. The audibility of direct sound as a key to measuring the clarity of speech and music

1aAA14. The audibility of direct sound as a key to measuring the clarity of speech and music 1aAA14. The audibility of direct sound as a key to measuring the clarity of speech and music Session: Monday Morning, Oct 31 Time: 11:30 Author: David H. Griesinger Location: David Griesinger Acoustics,

More information

Rhythm: patterns of events in time. HST 725 Lecture 13 Music Perception & Cognition

Rhythm: patterns of events in time. HST 725 Lecture 13 Music Perception & Cognition Harvard-MIT Division of Sciences and Technology HST.725: Music Perception and Cognition Prof. Peter Cariani Rhythm: patterns of events in time HST 725 Lecture 13 Music Perception & Cognition (Image removed

More information

MASTER'S THESIS. Listener Envelopment

MASTER'S THESIS. Listener Envelopment MASTER'S THESIS 2008:095 Listener Envelopment Effects of changing the sidewall material in a model of an existing concert hall Dan Nyberg Luleå University of Technology Master thesis Audio Technology Department

More information

Ch. 1: Audio/Image/Video Fundamentals Multimedia Systems. School of Electrical Engineering and Computer Science Oregon State University

Ch. 1: Audio/Image/Video Fundamentals Multimedia Systems. School of Electrical Engineering and Computer Science Oregon State University Ch. 1: Audio/Image/Video Fundamentals Multimedia Systems Prof. Ben Lee School of Electrical Engineering and Computer Science Oregon State University Outline Computer Representation of Audio Quantization

More information

Hugo Technology. An introduction into Rob Watts' technology

Hugo Technology. An introduction into Rob Watts' technology Hugo Technology An introduction into Rob Watts' technology Copyright Rob Watts 2014 About Rob Watts Audio chip designer both analogue and digital Consultant to silicon chip manufacturers Designer of Chord

More information

Automatic Rhythmic Notation from Single Voice Audio Sources

Automatic Rhythmic Notation from Single Voice Audio Sources Automatic Rhythmic Notation from Single Voice Audio Sources Jack O Reilly, Shashwat Udit Introduction In this project we used machine learning technique to make estimations of rhythmic notation of a sung

More information

Week 14 Query-by-Humming and Music Fingerprinting. Roger B. Dannenberg Professor of Computer Science, Art and Music Carnegie Mellon University

Week 14 Query-by-Humming and Music Fingerprinting. Roger B. Dannenberg Professor of Computer Science, Art and Music Carnegie Mellon University Week 14 Query-by-Humming and Music Fingerprinting Roger B. Dannenberg Professor of Computer Science, Art and Music Overview n Melody-Based Retrieval n Audio-Score Alignment n Music Fingerprinting 2 Metadata-based

More information

La Salle University. I. Listening Answer the following questions about the various works we have listened to in the course so far.

La Salle University. I. Listening Answer the following questions about the various works we have listened to in the course so far. La Salle University MUS 150-A Art of Listening Midterm Exam Name I. Listening Answer the following questions about the various works we have listened to in the course so far. 1. Regarding the element of

More information

Dial A440 for absolute pitch: Absolute pitch memory by non-absolute pitch possessors

Dial A440 for absolute pitch: Absolute pitch memory by non-absolute pitch possessors Dial A440 for absolute pitch: Absolute pitch memory by non-absolute pitch possessors Nicholas A. Smith Boys Town National Research Hospital, 555 North 30th St., Omaha, Nebraska, 68144 smithn@boystown.org

More information

Lecture 2 What we hear: Basic dimensions of auditory experience

Lecture 2 What we hear: Basic dimensions of auditory experience Harvard-MIT Division of Health Sciences and Technology HST.725: Music Perception and Cognition Prof. Peter Cariani HST 725 Music Perception & Cognition Lecture 2 What we hear: Basic dimensions of auditory

More information

Acoustic and musical foundations of the speech/song illusion

Acoustic and musical foundations of the speech/song illusion Acoustic and musical foundations of the speech/song illusion Adam Tierney, *1 Aniruddh Patel #2, Mara Breen^3 * Department of Psychological Sciences, Birkbeck, University of London, United Kingdom # Department

More information

Polyrhythms Lawrence Ward Cogs 401

Polyrhythms Lawrence Ward Cogs 401 Polyrhythms Lawrence Ward Cogs 401 What, why, how! Perception and experience of polyrhythms; Poudrier work! Oldest form of music except voice; some of the most satisfying music; rhythm is important in

More information

MEMORY & TIMBRE MEMT 463

MEMORY & TIMBRE MEMT 463 MEMORY & TIMBRE MEMT 463 TIMBRE, LOUDNESS, AND MELODY SEGREGATION Purpose: Effect of three parameters on segregating 4-note melody among distraction notes. Target melody and distractor melody utilized.

More information

Quarterly Progress and Status Report. Perception of just noticeable time displacement of a tone presented in a metrical sequence at different tempos

Quarterly Progress and Status Report. Perception of just noticeable time displacement of a tone presented in a metrical sequence at different tempos Dept. for Speech, Music and Hearing Quarterly Progress and Status Report Perception of just noticeable time displacement of a tone presented in a metrical sequence at different tempos Friberg, A. and Sundberg,

More information

BBN ANG 141 Foundations of phonology Phonetics 3: Acoustic phonetics 1

BBN ANG 141 Foundations of phonology Phonetics 3: Acoustic phonetics 1 BBN ANG 141 Foundations of phonology Phonetics 3: Acoustic phonetics 1 Zoltán Kiss Dept. of English Linguistics, ELTE z. kiss (elte/delg) intro phono 3/acoustics 1 / 49 Introduction z. kiss (elte/delg)

More information

Instrumental Performance Band 7. Fine Arts Curriculum Framework

Instrumental Performance Band 7. Fine Arts Curriculum Framework Instrumental Performance Band 7 Fine Arts Curriculum Framework Content Standard 1: Skills and Techniques Students shall demonstrate and apply the essential skills and techniques to produce music. M.1.7.1

More information

Perceiving Differences and Similarities in Music: Melodic Categorization During the First Years of Life

Perceiving Differences and Similarities in Music: Melodic Categorization During the First Years of Life Perceiving Differences and Similarities in Music: Melodic Categorization During the First Years of Life Author Eugenia Costa-Giomi Volume 8: Number 2 - Spring 2013 View This Issue Eugenia Costa-Giomi University

More information

Author Index. Absolu, Brandt 165. Montecchio, Nicola 187 Mukherjee, Bhaswati 285 Müllensiefen, Daniel 365. Bay, Mert 93

Author Index. Absolu, Brandt 165. Montecchio, Nicola 187 Mukherjee, Bhaswati 285 Müllensiefen, Daniel 365. Bay, Mert 93 Author Index Absolu, Brandt 165 Bay, Mert 93 Datta, Ashoke Kumar 285 Dey, Nityananda 285 Doraisamy, Shyamala 391 Downie, J. Stephen 93 Ehmann, Andreas F. 93 Esposito, Roberto 143 Gerhard, David 119 Golzari,

More information

Spectral Sounds Summary

Spectral Sounds Summary Marco Nicoli colini coli Emmanuel Emma manuel Thibault ma bault ult Spectral Sounds 27 1 Summary Y they listen to music on dozens of devices, but also because a number of them play musical instruments

More information

Acoustic Scene Classification

Acoustic Scene Classification Acoustic Scene Classification Marc-Christoph Gerasch Seminar Topics in Computer Music - Acoustic Scene Classification 6/24/2015 1 Outline Acoustic Scene Classification - definition History and state of

More information

CTP431- Music and Audio Computing Musical Acoustics. Graduate School of Culture Technology KAIST Juhan Nam

CTP431- Music and Audio Computing Musical Acoustics. Graduate School of Culture Technology KAIST Juhan Nam CTP431- Music and Audio Computing Musical Acoustics Graduate School of Culture Technology KAIST Juhan Nam 1 Outlines What is sound? Physical view Psychoacoustic view Sound generation Wave equation Wave

More information

MUSIC COURSE OF STUDY GRADES K-5 GRADE

MUSIC COURSE OF STUDY GRADES K-5 GRADE MUSIC COURSE OF STUDY GRADES K-5 GRADE 5 2009 CORE CURRICULUM CONTENT STANDARDS Core Curriculum Content Standard: The arts strengthen our appreciation of the world as well as our ability to be creative

More information

Power Standards and Benchmarks Orchestra 4-12

Power Standards and Benchmarks Orchestra 4-12 Power Benchmark 1: Singing, alone and with others, a varied repertoire of music. Begins ear training Continues ear training Continues ear training Rhythm syllables Outline triads Interval Interval names:

More information

Musical Developmental Levels Self Study Guide

Musical Developmental Levels Self Study Guide Musical Developmental Levels Self Study Guide Meredith Pizzi MT-BC Elizabeth K. Schwartz LCAT MT-BC Raising Harmony: Music Therapy for Young Children Musical Developmental Levels: Provide a framework

More information

Alleghany County Schools Curriculum Guide

Alleghany County Schools Curriculum Guide Alleghany County Schools Curriculum Guide Grade/Course: Piano Class, 9-12 Grading Period: 1 st six Weeks Time Fra me 1 st six weeks Unit/SOLs of the elements of the grand staff by identifying the elements

More information

LOUDNESS EFFECT OF THE DIFFERENT TONES ON THE TIMBRE SUBJECTIVE PERCEPTION EXPERIMENT OF ERHU

LOUDNESS EFFECT OF THE DIFFERENT TONES ON THE TIMBRE SUBJECTIVE PERCEPTION EXPERIMENT OF ERHU The 21 st International Congress on Sound and Vibration 13-17 July, 2014, Beijing/China LOUDNESS EFFECT OF THE DIFFERENT TONES ON THE TIMBRE SUBJECTIVE PERCEPTION EXPERIMENT OF ERHU Siyu Zhu, Peifeng Ji,

More information

Musical Signal Processing with LabVIEW Introduction to Audio and Musical Signals. By: Ed Doering

Musical Signal Processing with LabVIEW Introduction to Audio and Musical Signals. By: Ed Doering Musical Signal Processing with LabVIEW Introduction to Audio and Musical Signals By: Ed Doering Musical Signal Processing with LabVIEW Introduction to Audio and Musical Signals By: Ed Doering Online:

More information

Commentary on David Huron s On the Role of Embellishment Tones in the Perceptual Segregation of Concurrent Musical Parts

Commentary on David Huron s On the Role of Embellishment Tones in the Perceptual Segregation of Concurrent Musical Parts Commentary on David Huron s On the Role of Embellishment Tones in the Perceptual Segregation of Concurrent Musical Parts JUDY EDWORTHY University of Plymouth, UK ALICJA KNAST University of Plymouth, UK

More information

Quantification of the Hierarchy of Tonal Functions Within a Diatonic Context

Quantification of the Hierarchy of Tonal Functions Within a Diatonic Context Journal of Experimental Psychology: Human Perception and Performance 1979, Vol. S, No. 4, 579-594 Quantification of the Hierarchy of Tonal Functions Within a Diatonic Context Carol L. Krumhansl and Roger

More information

Topic 10. Multi-pitch Analysis

Topic 10. Multi-pitch Analysis Topic 10 Multi-pitch Analysis What is pitch? Common elements of music are pitch, rhythm, dynamics, and the sonic qualities of timbre and texture. An auditory perceptual attribute in terms of which sounds

More information

Melody: sequences of pitches unfolding in time. HST 725 Lecture 12 Music Perception & Cognition

Melody: sequences of pitches unfolding in time. HST 725 Lecture 12 Music Perception & Cognition Harvard-MIT Division of Health Sciences and Technology HST.725: Music Perception and Cognition Prof. Peter Cariani Melody: sequences of pitches unfolding in time HST 725 Lecture 12 Music Perception & Cognition

More information

Lab P-6: Synthesis of Sinusoidal Signals A Music Illusion. A k cos.! k t C k / (1)

Lab P-6: Synthesis of Sinusoidal Signals A Music Illusion. A k cos.! k t C k / (1) DSP First, 2e Signal Processing First Lab P-6: Synthesis of Sinusoidal Signals A Music Illusion Pre-Lab: Read the Pre-Lab and do all the exercises in the Pre-Lab section prior to attending lab. Verification:

More information

S. S. Stevens papers,

S. S. Stevens papers, Overview of the Collection Creator Stevens, S. S. (Stanley Smith), 1906-1973 Title S. S. Stevens papers Dates 1934-1981 (inclusive) 1934 1981 Quantity 1.75 linear feet Collection Number Accn1888 Summary

More information

2 3 Bourée from Old Music for Viola Editio Musica Budapest/Boosey and Hawkes 4 5 6 7 8 Component 4 - Sight Reading Component 5 - Aural Tests 9 10 Component 4 - Sight Reading Component 5 - Aural Tests 11

More information

Lecture 5: Tuning Systems

Lecture 5: Tuning Systems Lecture 5: Tuning Systems In Lecture 3, we learned about perfect intervals like the octave (frequency times 2), perfect fifth (times 3/2), perfect fourth (times 4/3) and perfect third (times 4/5). When

More information

Year 7 Curriculum Overview Subject: Music

Year 7 Curriculum Overview Subject: Music Year 7 Curriculum Overview Baseline assessment. Understanding Music Rhythm. Elements of Music: Tempo, Texture, Structure, Rhythm, Dynamics. Baseline Assessment Performing Rhythms Composing Rhythms Performance

More information

Musical Creativity. Jukka Toivanen Introduction to Computational Creativity Dept. of Computer Science University of Helsinki

Musical Creativity. Jukka Toivanen Introduction to Computational Creativity Dept. of Computer Science University of Helsinki Musical Creativity Jukka Toivanen Introduction to Computational Creativity Dept. of Computer Science University of Helsinki Basic Terminology Melody = linear succession of musical tones that the listener

More information

M u s i c T h e o r y f o r S o u n d E n g i n e e r i n g ( 1 1 A )

M u s i c T h e o r y f o r S o u n d E n g i n e e r i n g ( 1 1 A ) 9 1 6 7 M u s i c T h e o r y f o r S o u n d E n g i n e e r i n g ( 1 1 A ) 30S/30E/30M A Sound Engineering Course 9 1 6 7 : M u s i c T h e o r y f o r S o u n d E n g i n e e r i n g ( 1 1 A ) 3 0

More information

2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 Notes: 1. GRADE 1 TEST 1(b); GRADE 3 TEST 2(b): where a candidate wishes to respond to either of these tests in the alternative manner as specified, the examiner

More information

Singing accuracy, listeners tolerance, and pitch analysis

Singing accuracy, listeners tolerance, and pitch analysis Singing accuracy, listeners tolerance, and pitch analysis Pauline Larrouy-Maestri Pauline.Larrouy-Maestri@aesthetics.mpg.de Johanna Devaney Devaney.12@osu.edu Musical errors Contour error Interval error

More information

AUD 6306 Speech Science

AUD 6306 Speech Science AUD 3 Speech Science Dr. Peter Assmann Spring semester 2 Role of Pitch Information Pitch contour is the primary cue for tone recognition Tonal languages rely on pitch level and differences to convey lexical

More information

Courtney Pine: Back in the Day Lady Day and (John Coltrane), Inner State (of Mind) and Love and Affection (for component 3: Appraising)

Courtney Pine: Back in the Day Lady Day and (John Coltrane), Inner State (of Mind) and Love and Affection (for component 3: Appraising) Courtney Pine: Back in the Day Lady Day and (John Coltrane), Inner State (of Mind) and Love and Affection (for component 3: Appraising) Background information and performance circumstances Courtney Pine

More information

University of California Press is collaborating with JSTOR to digitize, preserve and extend access to Music Perception: An Interdisciplinary Journal.

University of California Press is collaborating with JSTOR to digitize, preserve and extend access to Music Perception: An Interdisciplinary Journal. Perceptual Structures for Tonal Music Author(s): Carol L. Krumhansl Source: Music Perception: An Interdisciplinary Journal, Vol. 1, No. 1 (Fall, 1983), pp. 28-62 Published by: University of California

More information

Measurement of overtone frequencies of a toy piano and perception of its pitch

Measurement of overtone frequencies of a toy piano and perception of its pitch Measurement of overtone frequencies of a toy piano and perception of its pitch PACS: 43.75.Mn ABSTRACT Akira Nishimura Department of Media and Cultural Studies, Tokyo University of Information Sciences,

More information

Advance Certificate Course In Audio Mixing & Mastering.

Advance Certificate Course In Audio Mixing & Mastering. Advance Certificate Course In Audio Mixing & Mastering. CODE: SIA-ACMM16 For Whom: Budding Composers/ Music Producers. Assistant Engineers / Producers Working Engineers. Anyone, who has done the basic

More information

Topic 4. Single Pitch Detection

Topic 4. Single Pitch Detection Topic 4 Single Pitch Detection What is pitch? A perceptual attribute, so subjective Only defined for (quasi) harmonic sounds Harmonic sounds are periodic, and the period is 1/F0. Can be reliably matched

More information

Study Guide. Solutions to Selected Exercises. Foundations of Music and Musicianship with CD-ROM. 2nd Edition. David Damschroder

Study Guide. Solutions to Selected Exercises. Foundations of Music and Musicianship with CD-ROM. 2nd Edition. David Damschroder Study Guide Solutions to Selected Exercises Foundations of Music and Musicianship with CD-ROM 2nd Edition by David Damschroder Solutions to Selected Exercises 1 CHAPTER 1 P1-4 Do exercises a-c. Remember

More information

Student Performance Q&A: 2001 AP Music Theory Free-Response Questions

Student Performance Q&A: 2001 AP Music Theory Free-Response Questions Student Performance Q&A: 2001 AP Music Theory Free-Response Questions The following comments are provided by the Chief Faculty Consultant, Joel Phillips, regarding the 2001 free-response questions for

More information

Harmony and tonality The vertical dimension. HST 725 Lecture 11 Music Perception & Cognition

Harmony and tonality The vertical dimension. HST 725 Lecture 11 Music Perception & Cognition Harvard-MIT Division of Health Sciences and Technology HST.725: Music Perception and Cognition Prof. Peter Cariani Harmony and tonality The vertical dimension HST 725 Lecture 11 Music Perception & Cognition

More information

Audio Structure Analysis

Audio Structure Analysis Advanced Course Computer Science Music Processing Summer Term 2009 Meinard Müller Saarland University and MPI Informatik meinard@mpi-inf.mpg.de Music Structure Analysis Music segmentation pitch content

More information

The Research of Controlling Loudness in the Timbre Subjective Perception Experiment of Sheng

The Research of Controlling Loudness in the Timbre Subjective Perception Experiment of Sheng The Research of Controlling Loudness in the Timbre Subjective Perception Experiment of Sheng S. Zhu, P. Ji, W. Kuang and J. Yang Institute of Acoustics, CAS, O.21, Bei-Si-huan-Xi Road, 100190 Beijing,

More information

Absolute Pitch and Its Frequency Range

Absolute Pitch and Its Frequency Range ARCHIVES OF ACOUSTICS 36, 2, 251 266 (2011) DOI: 10.2478/v10168-011-0020-1 Absolute Pitch and Its Frequency Range Andrzej RAKOWSKI, Piotr ROGOWSKI The Fryderyk Chopin University of Music Okólnik 2, 00-368

More information

Affective Priming. Music 451A Final Project

Affective Priming. Music 451A Final Project Affective Priming Music 451A Final Project The Question Music often makes us feel a certain way. Does this feeling have semantic meaning like the words happy or sad do? Does music convey semantic emotional

More information

Prof. Greg Francis 1/3/19

Prof. Greg Francis 1/3/19 Visual dynamics PSY 200 Greg Francis Lecture 10 Flicker A flashing light looks constant if it is presented rapidly enough The frequency of flashing at which subjects do not detect flicker is called the

More information

Analysis, Synthesis, and Perception of Musical Sounds

Analysis, Synthesis, and Perception of Musical Sounds Analysis, Synthesis, and Perception of Musical Sounds The Sound of Music James W. Beauchamp Editor University of Illinois at Urbana, USA 4y Springer Contents Preface Acknowledgments vii xv 1. Analysis

More information

Tempo and Beat Analysis

Tempo and Beat Analysis Advanced Course Computer Science Music Processing Summer Term 2010 Meinard Müller, Peter Grosche Saarland University and MPI Informatik meinard@mpi-inf.mpg.de Tempo and Beat Analysis Musical Properties:

More information

LEAD SECTIONAL. Expression Accurate sense of plan basic to complex Ability to craft a simple and successful plan, leave the interp for coaches

LEAD SECTIONAL. Expression Accurate sense of plan basic to complex Ability to craft a simple and successful plan, leave the interp for coaches LEAD SECTIONAL Common Lead Traps Your vowel doesn t automatically win Lead, but don t drag Don t cue twice Know your skill level: own what you need to work on, own what you do well Just because you re

More information