Music, Hearing Loss, and Cochlear Implants The Next Frontier

Size: px
Start display at page:

Download "Music, Hearing Loss, and Cochlear Implants The Next Frontier"

Transcription

1 Music, Hearing Loss, and Cochlear Implants The Next Frontier Charles J. Limb, M.D. Francis A. Sooy Professor Chief of Otology, Neurotology and Skull Base Surgery Director, Douglas Grant Cochlear Implant Center Department of Otolaryngology-Head and Neck Surgery and Neurological Surgery University of California San Francisco San Francisco, CA Disclosures Advanced Bionics Corporation Consultant (2006-present) Research support Med-El Corporation Research grants (2012-present) Research support (2016) Oticon Medical Conference chair/consultant, cochlear implants and music (2016) Frequency Therapeutics, Inc. Consultant (2016) 1

2 2

3 Treatment for hearing loss has evolved 1800s 2000s Methods Secondary Reconstruction 3

4 Why music? 4

5 First musical instrument? Bird bone flute Recovered from southern Germany (Giessenklösterle) ~35,000 years old Snowball gets his groove on Patel, et al., 2009 Current Snowball gets his groove on Patel, et al., 2009 Current 5

6 Despite success in language perception, most cochlear implant users cannot hear music well. Percentage Correct Doesn t Work For Music! Hz BPF unfiltered stimuli 6

7 7

8 What does music sound like for a CI user? In normal hearing, place and rate pitch mechanisms are seamlessly integrated and support one another. In electric hearing, place and rate pitch mechanisms are both disrupted. Pitch perception is the single biggest obstacle for CI-mediated perception of music Relative pitch > absolute pitch Difference between middle C and one semitone above or below ~15 Hz 8

9 PURE TONES REAL TIME SPECTROGRAM SUPERSTITION - REAL TIME SPECTROGRAM 9

10 10

11 Typical CI frequency map covers range of 60+ semitones Rachmaninoff Prelude Op. 3, No. 2 in C# minor: original Rachmaninoff Prelude Op. 3, No. 2 in C# minor: original 11

12 Rachmaninoff Prelude Op. 3, No. 2 in C# minor: +/- 1 s.t. Rachmaninoff Prelude Op. 3, No. 2 in C# minor: +/- 1 s.t. Caldwell M. et al,

13 CI Users Utilize Tempo Rather Than Mode to Interpret Musical Emotion Caldwell M. et al,

14 Caldwell MT et al

15 CI Users Demonstrate Fusion of Polyphonic Pitch CI Confusion Matrix Presented Identified Cnt Cor Single Interval Class. % Chord Single 69.1% 21.9% 9.0% Interval 47.2% 29.2% 23.3% Chord 38.9% 29.9% 30.9% NH Confusion Matrix Presented Identified Cnt Cor Single Class. % Interval Chord Single % 8.3% 0.7% Interval % 60.4% 18.4% Chord % 42.4% 49.7% Donnelly et al.,

16 How do we measure musical sound quality in CI users? Musical Sound Quality is Poor in CI Users CI users subjectively report poorer musical sound quality following implantation (Gfeller et al 2002; Lassaletta et al 2008) Sound quality traditionally assessed via questionnaires or rating scales (Lassaletta et al 2008; Gfeller et al 2008; Looi et al 2008, 2011) Assessment of sound quality can be used as a tool, not an indicator of preference or enjoyment 16

17 17

18 Cochlear Implant-MUltiple Stimulus with Hidden Reference and Anchor (CI-MUSHRA) 25 full quality musical stimuli are increasingly degraded: Example: Removal of bass frequencies Hidden reference (best sound quality) No Alterations 200 Hz HPF 400 Hz HPF 600 Hz HPF 800 Hz HPF 1000 Hz HPF Anchor ( Hz band-pass filter) Highly Altered 18

19 MUSHRA: ITU-R Recommendation BS.1534 For evaluation of lossy audio compression algorithms CI-MUSHRA 25 excerpts, from 5 genres (pop/rock, country, jazz, classical, hip hop) Roy et al., 2012 Roy et al.,

20 How do we improve music for CI users? Change the CI Change the brain Change the music Can we tune cochlear implants? 20

21 FPCT distinguishes all 216 individual electrode contacts Jiam NT et al. Otol Neurotol 2016 (In press) Frequency-place mismatch increases in apical and basal electrodes Jiam NT et al. Otol Neurotol 2016 (In press) 21

22 Kretzmer, E. A. et al. Arch Otolaryngol Head Neck Surg 2004;130: A radiograph of a cat with a cochlear implant shows the 6 electrode contacts (electrode 1 at white arrowhead) within the cochlea Kretzmer, E. A. et al. Arch Otolaryngol Head Neck Surg 2004;130: Courtesy of the Ryugo laboratory, Center for Hearing Sciences 22

23 PET is quiet, non-magnetic Parsons LM, 2001 Positron Emission Tomography H2-[15]O molecules Positron-emitting [15]O atom Positron Emission Tomography 23

24 Is CI listening similar to normal listening? Normal listeners CI listeners 10 postlingual CI users / 10 controls Limb et al.,

25 Roy et al.,

26 Conclusions Music is the pinnacle of hearing Critical impairments in pitch, timbre and sound quality are observed in CI users These impairments reveal limitations of CI processing that speech testing does not Cochlear implants are severely out of tune We must work to improve CI designs, processing strategy, musical training, and even the music itself Thank You Johns Hopkins University School of Medicine The Dana Foundation NIDCD/NIH The Brain Science Institute National Endowment for the Arts Peabody Conservatory of Music University of California San Francisco Baltimore Symphony Orchestra San Francisco Jazz Center San Francisco Conservatory of Music Advanced Bionics Corporation Cochlear Corporation Med El Corporation Oticon 26

27 Thank You Judy Doong Alice He Nicole Jiam Tina Munjal Meredith Caldwell Patpong Jiradejvong Joseph Heng Mickael Deroche Gabe Donnay Stephen Dunlap Diane Hwang Irene Kim Matthew Sachs Karen Barrett Chan Nicholas Ryugo Gabriela Cantarero Monica Lopez-Gonzalez Lindsay Scattergood Jonathan Zwi Juan Huang Michael Williams Patrick Donnelly Summer Rankin Malinda McPherson Andrew Landau Fred Barrett Alexis Roy Melanie Gilbert Music, Hearing Loss, and Cochlear Implants The Next Frontier Charles J. Limb, M.D. Francis A. Sooy Professor Chief of Otology, Neurotology and Skull Base Surgery Director, Douglas Grant Cochlear Implant Center Department of Otolaryngology-Head and Neck Surgery and Neurological Surgery University of California San Francisco San Francisco, CA 27

Music Perception with Combined Stimulation

Music Perception with Combined Stimulation Music Perception with Combined Stimulation Kate Gfeller 1,2,4, Virginia Driscoll, 4 Jacob Oleson, 3 Christopher Turner, 2,4 Stephanie Kliethermes, 3 Bruce Gantz 4 School of Music, 1 Department of Communication

More information

Perception of emotion in music in adults with cochlear implants

Perception of emotion in music in adults with cochlear implants Butler University Digital Commons @ Butler University Undergraduate Honors Thesis Collection Undergraduate Scholarship 2018 Perception of emotion in music in adults with cochlear implants Delainey Spragg

More information

Research Article Music Engineering as a Novel Strategy for Enhancing Music Enjoyment in the Cochlear Implant Recipient

Research Article Music Engineering as a Novel Strategy for Enhancing Music Enjoyment in the Cochlear Implant Recipient Hindawi Publishing Corporation Behavioural Neurology Volume 2015, Article ID 829680, 7 pages http://dx.doi.org/10.1155/2015/829680 Research Article Music Engineering as a Novel Strategy for Enhancing Music

More information

Electrical Stimulation of the Cochlea to Reduce Tinnitus. Richard S. Tyler, Ph.D. Overview

Electrical Stimulation of the Cochlea to Reduce Tinnitus. Richard S. Tyler, Ph.D. Overview Electrical Stimulation of the Cochlea to Reduce Tinnitus Richard S., Ph.D. 1 Overview 1. Mechanisms of influencing tinnitus 2. Review of select studies 3. Summary of what is known 4. Next Steps 2 The University

More information

Music for Cochlear Implant Recipients: C I Can!

Music for Cochlear Implant Recipients: C I Can! Music for Cochlear Implant Recipients: C I Can! Valerie Looi British Academy of Audiology National Conference. Bournemouth, UK. 19-20 Nov 2014 Let s Put It In Context Outcomes Speech perception in quiet

More information

German Center for Music Therapy Research

German Center for Music Therapy Research Effects of music therapy for adult CI users on the perception of music, prosody in speech, subjective self-concept and psychophysiological arousal Research Network: E. Hutter, M. Grapp, H. Argstatter,

More information

Overview of ITU-R BS.1534 (The MUSHRA Method)

Overview of ITU-R BS.1534 (The MUSHRA Method) Overview of ITU-R BS.1534 (The MUSHRA Method) Dr. Gilbert Soulodre Advanced Audio Systems Communications Research Centre Ottawa, Canada gilbert.soulodre@crc.ca 1 Recommendation ITU-R BS.1534 Method for

More information

Hearing Research. Impaired perception of temporal fine structure and musical timbre in cochlear implant users

Hearing Research. Impaired perception of temporal fine structure and musical timbre in cochlear implant users Hearing Research 280 (2011) 192e200 Contents lists available at ScienceDirect Hearing Research journal homepage: www.elsevier.com/locate/heares Research paper Impaired perception of temporal fine structure

More information

Temporal Envelope and Periodicity Cues on Musical Pitch Discrimination with Acoustic Simulation of Cochlear Implant

Temporal Envelope and Periodicity Cues on Musical Pitch Discrimination with Acoustic Simulation of Cochlear Implant Temporal Envelope and Periodicity Cues on Musical Pitch Discrimination with Acoustic Simulation of Cochlear Implant Lichuan Ping 1, 2, Meng Yuan 1, Qinglin Meng 1, 2 and Haihong Feng 1 1 Shanghai Acoustics

More information

University of Groningen. Tinnitus Bartels, Hilke

University of Groningen. Tinnitus Bartels, Hilke University of Groningen Tinnitus Bartels, Hilke IMPORTANT NOTE: You are advised to consult the publisher's version (publisher's PDF) if you wish to cite from it. Please check the document version below.

More information

Pitch is one of the most common terms used to describe sound.

Pitch is one of the most common terms used to describe sound. ARTICLES https://doi.org/1.138/s41562-17-261-8 Diversity in pitch perception revealed by task dependence Malinda J. McPherson 1,2 * and Josh H. McDermott 1,2 Pitch conveys critical information in speech,

More information

Dominant Melody Enhancement in Cochlear Implants

Dominant Melody Enhancement in Cochlear Implants Dominant Melody Enhancement in Cochlear Implants Drew Cappotto *, Wenye Xuan, Qinglin Meng *, Chaogang Zhang #, and Jan Schnupp * * Hearing Research Group, Biomedical Science Department, City University

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

29 Music CO-SG-FLD Program for Licensing Assessments for Colorado Educators

29 Music CO-SG-FLD Program for Licensing Assessments for Colorado Educators 29 Music CO-SG-FLD029-02 Program for Licensing Assessments for Colorado Educators Readers should be advised that this study guide, including many of the excerpts used herein, is protected by federal copyright

More information

Music BCI ( )

Music BCI ( ) Music BCI (006-2015) Matthias Treder, Benjamin Blankertz Technische Universität Berlin, Berlin, Germany September 5, 2016 1 Introduction We investigated the suitability of musical stimuli for use in a

More information

The Development and Pilot Testing of a Music Quality Rating Test Battery for New Zealand and Australian MED-EL Cochlear Implant Recipients

The Development and Pilot Testing of a Music Quality Rating Test Battery for New Zealand and Australian MED-EL Cochlear Implant Recipients The Development and Pilot Testing of a Music Quality Rating Test Battery for New Zealand and Australian MED-EL Cochlear Implant Recipients A thesis submitted in partial fulfilment of the requirements for

More information

MEDICAL POLICY SUBJECT: TREATMENT OF TINNITUS. POLICY NUMBER: CATEGORY: Technology Assessment

MEDICAL POLICY SUBJECT: TREATMENT OF TINNITUS. POLICY NUMBER: CATEGORY: Technology Assessment MEDICAL POLICY SUBJECT: TREATMENT OF TINNITUS CATEGORY: Technology Assessment PAGE: 1 OF: 5 If a product excludes coverage for a service, it is not covered, and medical policy criteria do not apply. If

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

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

How do singing, ear training, and physical movement affect accuracy of pitch and rhythm in an instrumental music ensemble?

How do singing, ear training, and physical movement affect accuracy of pitch and rhythm in an instrumental music ensemble? University of Tennessee, Knoxville Trace: Tennessee Research and Creative Exchange University of Tennessee Honors Thesis Projects University of Tennessee Honors Program Fall 12-2004 How do singing, ear

More information

Topic 11. Score-Informed Source Separation. (chroma slides adapted from Meinard Mueller)

Topic 11. Score-Informed Source Separation. (chroma slides adapted from Meinard Mueller) Topic 11 Score-Informed Source Separation (chroma slides adapted from Meinard Mueller) Why Score-informed Source Separation? Audio source separation is useful Music transcription, remixing, search Non-satisfying

More information

Creativity and Flow in Surgery, Music, and Cooking: An Interview with Neuroscientist Charles Limb

Creativity and Flow in Surgery, Music, and Cooking: An Interview with Neuroscientist Charles Limb https://doi.org/10.1007/s11528-018-0251-3 COLUMN: RETHINKING TECHNOLOGY & CREATIVITY IN THE 21ST CENTURY Creativity and Flow in Surgery, Music, and Cooking: An Interview with Neuroscientist Charles Limb

More information

3/2/2016. Medical Display Performance and Evaluation. Objectives. Outline

3/2/2016. Medical Display Performance and Evaluation. Objectives. Outline Medical Display Performance and Evaluation Mike Silosky, MS University of Colorado, School of Medicine Dept. of Radiology 1 Objectives Review display function, QA metrics, procedures, and guidance provided

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

12/7/2018 E-1 1

12/7/2018 E-1 1 E-1 1 The overall plan in session 2 is to target Thoughts and Emotions. By providing basic information on hearing loss and tinnitus, the unknowns, misconceptions, and fears will often be alleviated. Later,

More information

Tuning the Brain: Neuromodulation as a Possible Panacea for treating non-pulsatile tinnitus?

Tuning the Brain: Neuromodulation as a Possible Panacea for treating non-pulsatile tinnitus? Tuning the Brain: Neuromodulation as a Possible Panacea for treating non-pulsatile tinnitus? Prof. Sven Vanneste The University of Texas at Dallas School of Behavioral and Brain Sciences Lab for Clinical

More information

한국어번역판 Tinnitus Handicap Inventory 의신뢰도및타당도연구

한국어번역판 Tinnitus Handicap Inventory 의신뢰도및타당도연구 KISEP Otology Korean J Otolaryngol 2002;45:328-34 한국어번역판 Tinnitus Handicap Inventory 의신뢰도및타당도연구 김지혜 1 이소영 1 김창훈 2 임승락 1 신준호 2 정원호 2 유범희 1 홍성화 2 Reliability and Validity of a Korean Adaptation of the Tinnitus

More information

MUSICAL EAR TRAINING THROUGH ACTIVE MUSIC MAKING IN ADOLESCENT Cl USERS. The background ~

MUSICAL EAR TRAINING THROUGH ACTIVE MUSIC MAKING IN ADOLESCENT Cl USERS. The background ~ It's good news that more and more teenagers are being offered the option of cochlear implants. They are candidates who require information and support given in a way to meet their particular needs which

More information

Tinnitus Treatment in a VA Setting

Tinnitus Treatment in a VA Setting Tinnitus Treatment in a VA Setting 2006 AVAA Meeting Judy Abrahamson, MA, FAAA Central TX Veterans Health Care System Tinnitus Treatment at CTVHCS March 2003 Training at Emory March 2003 Staff In-Service

More information

EXPLORING PRODIGY 2016 SAN DIEGO MAINLY MOZART FESTIVAL JUNE Continuing Medical Education (CME) Offered! Balboa Theatre Downtown, San Diego

EXPLORING PRODIGY 2016 SAN DIEGO MAINLY MOZART FESTIVAL JUNE Continuing Medical Education (CME) Offered! Balboa Theatre Downtown, San Diego Continuing Medical Education (CME) Offered! $100 Discount Prior to April 1 st! Balboa Theatre Downtown, San Diego The Westgate Hotel Downtown, San Diego General Participants Sharp HealthCare $1,050 $ 950

More information

3. His hardworking mother was a housekeeper for a rich family in Juarez. 9. Gabriel s family bought a mansion in Juarez a few years ago.

3. His hardworking mother was a housekeeper for a rich family in Juarez. 9. Gabriel s family bought a mansion in Juarez a few years ago. CHAPTER 8: Subject and Verb Answer Key PRACTICE 1 1. His birth name was Alberto Aguilera Valadez. 2. Gabriel s family was extremely poor. 3. His hardworking mother was a housekeeper for a rich family in

More information

TREATMENT OF TINNITUS

TREATMENT OF TINNITUS TREATMENT OF TINNITUS Non-Discrimination Statement and Multi-Language Interpreter Services information are located at the end of this document. Coverage for services, procedures, medical devices and drugs

More information

Aural Rehabilitation of Music Perception and Enjoyment of Adult Cochlear Implant Users

Aural Rehabilitation of Music Perception and Enjoyment of Adult Cochlear Implant Users Aural Rehabilitation of Music Perception and Enjoyment of Adult Cochlear Implant Users Kate Gfeller Iowa Cochlear Implant Research Center Maureen Mehr University of Iowa Hospitals and Clinics Shelley Witt

More information

Memory and learning: experiment on Sonata KV 331, in A Major by W. A. Mozart

Memory and learning: experiment on Sonata KV 331, in A Major by W. A. Mozart Bulletin of the Transilvania University of Braşov Series VIII: Performing Arts Vol. 10 (59) No. 1-2017 Memory and learning: experiment on Sonata KV 331, in A Major by W. A. Mozart Stela DRĂGULIN 1, Claudia

More information

Current Trends in the Treatment and Management of Tinnitus

Current Trends in the Treatment and Management of Tinnitus Current Trends in the Treatment and Management of Tinnitus Jenny Smith, M.Ed, Dip Aud Audiological Consultant Better Hearing Australia ( Vic) What is tinnitus? Tinnitus is a ringing or buzzing noise in

More information

PHY 103: Scales and Musical Temperament. Segev BenZvi Department of Physics and Astronomy University of Rochester

PHY 103: Scales and Musical Temperament. Segev BenZvi Department of Physics and Astronomy University of Rochester PHY 103: Scales and Musical Temperament Segev BenZvi Department of Physics and Astronomy University of Rochester Musical Structure We ve talked a lot about the physics of producing sounds in instruments

More information

Classical Music. What Is Classical Music?

Classical Music. What Is Classical Music? Non-fiction: Classical Music What Is Classical Music? Classical Music What Is Classical Music? If we want to know what classical music is, we first have to understand some basic things about the way music

More information

Jinsheng Zhang on Neuromodulation to Suppress Tinnitus.mp3

Jinsheng Zhang on Neuromodulation to Suppress Tinnitus.mp3 2MTranscription details: Date: Input sound file: 04-Jun-2017 Jinsheng Zhang on Neuromodulation to Suppress Tinnitus.mp3 Transcription results: S1 00:00 S1 00:49 S2 01:23 S1 01:26 S2 01:50 S1 01:53 S2 02:02

More information

Multiple-Frequency Matching Treatment Strategy for Tinnitus

Multiple-Frequency Matching Treatment Strategy for Tinnitus J Int Adv Otol 17; 1(): 1-5 DOI:.515/iao.17.7 Original Article Multiple-Frequency Matching Treatment Strategy for Tinnitus Yuan Tao, Xiaodong Chang, Sheng Ye, Guangxing Chu, Tian Guan, Jian Wang, Peiying

More information

Jazz Lesson 2. Technique. Harmony & Theory

Jazz Lesson 2. Technique. Harmony & Theory Jazz Lesson 2 Technique 1. Circle Of Fourths a. We are adding keys by following the circle of fourths. We add the new key by taking the previous key and progressing upward by the interval of a fourth.

More information

ORIGINAL ARTICLE Result Analysis of Tinnitus Handicap Inventory in 60 Patients with Chronic Tinnitus

ORIGINAL ARTICLE Result Analysis of Tinnitus Handicap Inventory in 60 Patients with Chronic Tinnitus Int. Adv. Otol. 2010; 6:(2) 183-187 ORIGINAL ARTICLE Result Analysis of Tinnitus Handicap Inventory in 60 Patients with Chronic Tinnitus Xiangli Zeng, Jintian Cen, Zhicheng Li, Peng Li, Shufang Wang, Gehua

More information

Client centred sound therapy selection: Tinnitus assessment into practice. G D Searchfield

Client centred sound therapy selection: Tinnitus assessment into practice. G D Searchfield Client centred sound therapy selection: Tinnitus assessment into practice G D Searchfield Definitions Sound (or Acoustic) therapy is a generic term used to describe the use of sound to have a postive effect

More information

Beethoven s Fifth Sine -phony: the science of harmony and discord

Beethoven s Fifth Sine -phony: the science of harmony and discord Contemporary Physics, Vol. 48, No. 5, September October 2007, 291 295 Beethoven s Fifth Sine -phony: the science of harmony and discord TOM MELIA* Exeter College, Oxford OX1 3DP, UK (Received 23 October

More information

I. Students will use body, voice and instruments as means of musical expression.

I. Students will use body, voice and instruments as means of musical expression. SECONDARY MUSIC MUSIC COMPOSITION (Theory) First Standard: PERFORM p. 1 I. Students will use body, voice and instruments as means of musical expression. Objective 1: Demonstrate technical performance skills.

More information

Music and the emotions

Music and the emotions Reading Practice Music and the emotions Neuroscientist Jonah Lehrer considers the emotional power of music Why does music make us feel? On the one hand, music is a purely abstract art form, devoid of language

More information

Experience-induced Malleability in Neural Encoding of Pitch, Timbre, andtiming

Experience-induced Malleability in Neural Encoding of Pitch, Timbre, andtiming THE NEUROSCIENCES AND MUSIC III DISORDERS AND PLASTICITY Experience-induced Malleability in Neural Encoding of Pitch, Timbre, andtiming Implications for Language and Music Nina Kraus, a,b Erika Skoe, a

More information

Copyright 2009 Pearson Education, Inc. or its affiliate(s). All rights reserved. NES, the NES logo, Pearson, the Pearson logo, and National

Copyright 2009 Pearson Education, Inc. or its affiliate(s). All rights reserved. NES, the NES logo, Pearson, the Pearson logo, and National Music (504) NES, the NES logo, Pearson, the Pearson logo, and National Evaluation Series are trademarks in the U.S. and/or other countries of Pearson Education, Inc. or its affiliate(s). NES Profile: Music

More information

Auditory Electrical Tinnitus Suppression in Patients With and Without Implants

Auditory Electrical Tinnitus Suppression in Patients With and Without Implants International Tinnitus Journal, Vol. 11, No.1, 85-91 (2005) Auditory Electrical Tinnitus Suppression in Patients With and Without Implants Ahmad Daneshi,1 Saeed Mahmoudian,2 M. Farhadi,2 S. Hasanzadeh,3

More information

FULL SCORE. Follow The Leader. March

FULL SCORE. Follow The Leader. March FULL SCORE C A R L F I S C H E R Beginning Band Grade S E R I E S Follow The Leader March Joseph Compello BPS55 INSTRUMENTATION Full Score............................ Flute................................8

More information

Introductions to Music Information Retrieval

Introductions to Music Information Retrieval Introductions to Music Information Retrieval ECE 272/472 Audio Signal Processing Bochen Li University of Rochester Wish List For music learners/performers While I play the piano, turn the page for me Tell

More information

MorpheuS: constraining structure in automatic music generation

MorpheuS: constraining structure in automatic music generation MorpheuS: constraining structure in automatic music generation Dorien Herremans & Elaine Chew Center for Digital Music (C4DM) Queen Mary University, London Dagstuhl Seminar, Stimulus talk, 29 February

More information

use individual notes, chords, and chord progressions to analyze the structure of given musical selections. different volume levels.

use individual notes, chords, and chord progressions to analyze the structure of given musical selections. different volume levels. Music Theory Creating Essential Questions: 1. How do artists generate and select creative ideas? 2. How do artists make creative decisions? 3. How do artists improve the quality of their creative work?

More information

EE391 Special Report (Spring 2005) Automatic Chord Recognition Using A Summary Autocorrelation Function

EE391 Special Report (Spring 2005) Automatic Chord Recognition Using A Summary Autocorrelation Function EE391 Special Report (Spring 25) Automatic Chord Recognition Using A Summary Autocorrelation Function Advisor: Professor Julius Smith Kyogu Lee Center for Computer Research in Music and Acoustics (CCRMA)

More information

Music Perception & Cognition

Music Perception & Cognition Harvard-MIT Division of Health Sciences and Technology HST.725: Music Perception and Cognition Prof. Peter Cariani Prof. Andy Oxenham Prof. Mark Tramo Music Perception & Cognition Peter Cariani Andy Oxenham

More information

Monday 12 May 2014 Afternoon

Monday 12 May 2014 Afternoon Monday 12 May 2014 Afternoon AS GCE MUSIC G353/01 Introduction to Historical Study in Music *1065823163* Candidates answer on the Question Paper and on the Insert. OCR supplied materials: Insert (G353/01/I

More information

A prototype system for rule-based expressive modifications of audio recordings

A prototype system for rule-based expressive modifications of audio recordings International Symposium on Performance Science ISBN 0-00-000000-0 / 000-0-00-000000-0 The Author 2007, Published by the AEC All rights reserved A prototype system for rule-based expressive modifications

More information

Relationship between spectrotemporal modulation detection and music perception in normal-hearing, hearing-impaired, and cochlear implant listeners

Relationship between spectrotemporal modulation detection and music perception in normal-hearing, hearing-impaired, and cochlear implant listeners www.nature.com/scientificreports Received: 4 July 2017 Accepted: 21 November 2017 Published: xx xx xxxx OPEN Relationship between spectrotemporal modulation detection and music perception in normal-hearing,

More information

Assessment: Course Four Column Fall 2017

Assessment: Course Four Column Fall 2017 Assessment: Course Four Column Fall 2017 El Camino: (FA) - Music ECC: MUSI 102A:Beginning Sightsinging SLO #3 Sing Minor Scales - Upon completion of the course, students should be able to sing minor scales,

More information

A MUSIC-RELATED QUALITY OF LIFE MEASURE FOR COCHLEAR IMPLANT USERS

A MUSIC-RELATED QUALITY OF LIFE MEASURE FOR COCHLEAR IMPLANT USERS UNIVERSITY OF SOUTHAMPTON FACULTY OF ENGINEERING AND THE ENVIRONMENT Institute of Sound and Vibration Research A MUSIC-RELATED QUALITY OF LIFE MEASURE FOR COCHLEAR IMPLANT USERS by Georgios Dritsakis Thesis

More information

Dimensions of Music *

Dimensions of Music * OpenStax-CNX module: m22649 1 Dimensions of Music * Daniel Williamson This work is produced by OpenStax-CNX and licensed under the Creative Commons Attribution License 3.0 Abstract This module is part

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

This Is Your Brain On Music. BIA-MA Brain Injury Conference March 30, 2017 Eve D. Montague, MSM, MT-BC

This Is Your Brain On Music. BIA-MA Brain Injury Conference March 30, 2017 Eve D. Montague, MSM, MT-BC This Is Your Brain On Music BIA-MA Brain Injury Conference March 30, 2017 Eve D. Montague, MSM, MT-BC Eve D. Montague, MSM, MT-BC Board Certified Music Therapist 30+ years of experience Musician Director,

More information

Using the Modes and Applying Them

Using the Modes and Applying Them Using the Modes and Applying Them Here we have an example of a solo in the first mode of the C major scale: Since the first mode of the C major scale is C, the goal is to emphasize that first note in the

More information

Thoughts and Emotions

Thoughts and Emotions Thoughts and Emotions Session 2 Thoughts & Emotions 1 Overall Plan 1. Hearing and hearing loss 2. Tinnitus 3. Attention, behavior, and emotions 4. Changing your reactions 5. Activities for home Thoughts

More information

IRDC Surgical Training School Middle Ear Surgery, Hearing Implants & Lateral Skull Base. 28 th - 30 th September The IRDC ACADEMY presents

IRDC Surgical Training School Middle Ear Surgery, Hearing Implants & Lateral Skull Base. 28 th - 30 th September The IRDC ACADEMY presents Surgical Training at Highest Standard IRDC ACADE MY The IRDC ACADEMY presents IRDC Surgical Training School Middle Ear Surgery, Hearing Implants & Lateral Skull Base Standard Operating Procedures, Exceptional

More information

BLUE VALLEY DISTRICT CURRICULUM & INSTRUCTION Music 9-12/Honors Music Theory

BLUE VALLEY DISTRICT CURRICULUM & INSTRUCTION Music 9-12/Honors Music Theory BLUE VALLEY DISTRICT CURRICULUM & INSTRUCTION Music 9-12/Honors Music Theory ORGANIZING THEME/TOPIC FOCUS STANDARDS FOCUS SKILLS UNIT 1: MUSICIANSHIP Time Frame: 2-3 Weeks STANDARDS Share music through

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

Preface. system has put emphasis on neuroscience, both in studies and in the treatment of tinnitus.

Preface. system has put emphasis on neuroscience, both in studies and in the treatment of tinnitus. Tinnitus (ringing in the ears) has many forms, and the severity of tinnitus ranges widely from being a slight nuisance to affecting a person s daily life. How loud the tinnitus is perceived does not directly

More information

In addition, the choice of crossover frequencies has been expanded to include the range from 40 Hz to 220 Hz in 10 Hz increments.

In addition, the choice of crossover frequencies has been expanded to include the range from 40 Hz to 220 Hz in 10 Hz increments. Theta Digital Casablanca III HD and Casablanca IV The Casablanca platform traditionally had a number or proprietary features that made it unique. Some of them have been replaced. What s gone? What s replaced

More information

MUSI-6201 Computational Music Analysis

MUSI-6201 Computational Music Analysis MUSI-6201 Computational Music Analysis Part 9.1: Genre Classification alexander lerch November 4, 2015 temporal analysis overview text book Chapter 8: Musical Genre, Similarity, and Mood (pp. 151 155)

More information

The Music-Related Quality of Life (MuRQoL) questionnaire INSTRUCTIONS FOR USE

The Music-Related Quality of Life (MuRQoL) questionnaire INSTRUCTIONS FOR USE The Music-Related Quality of Life (MuRQoL) questionnaire INSTRUCTIONS FOR USE This document provides recommendations for the use of the MuRQoL questionnaire and scoring instructions for each of the recommended

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

The Healing Power of Music. Scientific American Mind William Forde Thompson and Gottfried Schlaug

The Healing Power of Music. Scientific American Mind William Forde Thompson and Gottfried Schlaug The Healing Power of Music Scientific American Mind William Forde Thompson and Gottfried Schlaug Music as Medicine Across cultures and throughout history, music listening and music making have played a

More information

La Salle University MUS 150 Art of Listening Final Exam Name

La Salle University MUS 150 Art of Listening Final Exam Name La Salle University MUS 150 Art of Listening Final Exam Name I. Listening Skill For each excerpt, answer the following questions. Excerpt One: - Vivaldi "Spring" First Movement 1. Regarding the element

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

Vanderbilt School of Medicine Division of Continuing Medical Education Contemporary Perspectives and Health in the Commercial Voice March 21 23, 2013

Vanderbilt School of Medicine Division of Continuing Medical Education Contemporary Perspectives and Health in the Commercial Voice March 21 23, 2013 Vanderbilt School of Medicine Division of Continuing Medical Education Contemporary Perspectives and Health in the Commercial Voice March 21 23, 2013 Course schedule DAY 1 Thursday, March 21, 2013 Voice

More information

November 17, Dear Principal Tuba Applicant:

November 17, Dear Principal Tuba Applicant: November 17, 2017 Dear Principal Tuba Applicant: Thank you very much for expressing an interest in our Principal Tuba position. Employment will begin at the earliest availability of the winning candidate.

More information

Mental Health Status, PHQ9 Scores and Tinnitus-Related Distress

Mental Health Status, PHQ9 Scores and Tinnitus-Related Distress Mental Health Status, PHQ9 Scores and Tinnitus-Related Distress Steven L. Benton, Au.D. VA Medical Center 1670 Clairmont Road Decatur GA 30033 Email: steve.benton@va.gov Paper presented at the Department

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

Signia Rated Superior to Competing Products for Music Sound Quality

Signia Rated Superior to Competing Products for Music Sound Quality Signia Rated Superior to Competing Products for Music Sound Quality White Paper Matthias Froehlich, PhD Veronika Littmann, PhD Jonathan Vaisberg, PhD Candidate Paula Folkeard, AuD Vijay Parsa, PhD Susan

More information

Carlos Santana Vs. Johannes Brahms May,2018 Personal code:gnd088

Carlos Santana Vs. Johannes Brahms May,2018 Personal code:gnd088 Carlos Santana Vs. Johannes Brahms May,2018 Personal code:gnd088 Johannes BrahmsLife and Studies Johannes Brahms was one of the most significant composers of the nineteenth century. He was a German composer

More information

LEVEL ONE Provider Reference

LEVEL ONE Provider Reference LEVEL ONE Provider Reference Description The most widely used series in The Listening Program LEVEL ONE is flexible; offering a foundational to experienced level program for improving brain function and

More information

Premium treatment starts with premium diagnosis

Premium treatment starts with premium diagnosis by i-optics Premium treatment starts with premium diagnosis Complete your cataract-refractive platform The premium IOL opportunity Premium IOL market to nearly double in next 5 years 2013 1.6 million 22

More information

Voice segregation by difference in fundamental frequency: Effect of masker type

Voice segregation by difference in fundamental frequency: Effect of masker type Voice segregation by difference in fundamental frequency: Effect of masker type Mickael L. D. Deroche a) Department of Otolaryngology, Johns Hopkins University School of Medicine, 818 Ross Research Building,

More information

CALIFORNIA STATE UNIVERSITY LONG BEACH BOB COLE CONSERVATORY OF MUSIC AUDITION INFORMATION Jazz Studies Major (Instrumental)

CALIFORNIA STATE UNIVERSITY LONG BEACH BOB COLE CONSERVATORY OF MUSIC AUDITION INFORMATION Jazz Studies Major (Instrumental) CALIFORNIA STATE UNIVERSITY LONG BEACH BOB COLE CONSERVATORY OF MUSIC AUDITION INFORMATION Jazz Studies Major (Instrumental) All instrumentalists (both undergraduate and graduate) who are interested in

More information

EDEXCEL GCSE REVISION PACK INTRODUCTION

EDEXCEL GCSE REVISION PACK INTRODUCTION EDEXCEL GCSE REVISION PACK INTRODUCTION The resources are intended to support Edexcel teachers of Year 11 students in the first year of a mock exam in the new specification. There are 4 revision worksheets

More information

Music Department Curriculum and Assessment Outline

Music Department Curriculum and Assessment Outline Year Group: 7 Teaching, learning and assessment during the course: Timing Unit Title Key Question(s) How will we know that pupils can answer the key question(s)? Key Themes of the unit Instruments of the

More information

Tinnitus Treatment with Misoprost: A Blinded and Placebo Controlled Study

Tinnitus Treatment with Misoprost: A Blinded and Placebo Controlled Study ORIGINAL PAPER DOI: 10.5935/0946-5448.20180024 International Tinnitus Journal. 2018;22(2):143-149. Tinnitus Treatment with Misoprost: A Blinded and Placebo Controlled Study Anuradha Sharma Jaimanti Bakshi

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

The Composer s Materials

The Composer s Materials The Composer s Materials Module 1 of Music: Under the Hood John Hooker Carnegie Mellon University Osher Course July 2017 1 Outline Basic elements of music Musical notation Harmonic partials Intervals and

More information

Music Genre Classification and Variance Comparison on Number of Genres

Music Genre Classification and Variance Comparison on Number of Genres Music Genre Classification and Variance Comparison on Number of Genres Miguel Francisco, miguelf@stanford.edu Dong Myung Kim, dmk8265@stanford.edu 1 Abstract In this project we apply machine learning techniques

More information

Music Music...can name the unnameable and communicate the unknowable.

Music Music...can name the unnameable and communicate the unknowable. Music Music...can name the unnameable and communicate the unknowable. Leonard Bernstein Build on your understanding and experience of...and push the discipline s boundaries in ways you never imagined.

More information

Improving musical streaming for cochlear implant users using visual cues

Improving musical streaming for cochlear implant users using visual cues Proceedings of 20 th International Congress on Acoustics, ICA 2010 23-27 August 2010, Sydney, Australia Improving musical streaming for cochlear implant users using visual cues Hamish Innes-Brown (1),

More information

Effects of Auditory and Motor Mental Practice in Memorized Piano Performance

Effects of Auditory and Motor Mental Practice in Memorized Piano Performance Bulletin of the Council for Research in Music Education Spring, 2003, No. 156 Effects of Auditory and Motor Mental Practice in Memorized Piano Performance Zebulon Highben Ohio State University Caroline

More information

Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex

Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex Gabriel Kreiman 1,2,3,4*#, Chou P. Hung 1,2,4*, Alexander Kraskov 5, Rodrigo Quian Quiroga 6, Tomaso Poggio

More information

Ultra-High-Frequency Acoustic Stimulation and Tinnitus Control: A Positron Emission Tomography Study

Ultra-High-Frequency Acoustic Stimulation and Tinnitus Control: A Positron Emission Tomography Study nternational Tinnitus Journal, Vol.lO, No.2, 113-125 (2004) Ultra-High-Frequency Acoustic Stimulation and Tinnitus Control: A Positron Emission Tomography Study Abraham Shulman,t,5 Arnold M. Strashun,2

More information

Pitch Perception. Roger Shepard

Pitch Perception. Roger Shepard Pitch Perception Roger Shepard 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

More information

ANNALS OF OTOLOGY, RHINOLOGY & LARYNGOLOGY

ANNALS OF OTOLOGY, RHINOLOGY & LARYNGOLOGY ANNALS OF OTOLOGY, RHINOLOGY & LARYNGOLOGY Submission Guidelines ELECTRONIC SUBMISSION Original manuscripts dealing with clinical or scientific aspects of otolaryngology, bronchoesophagology, head and

More information

UNDERSTANDING TINNITUS AND TINNITUS TREATMENTS

UNDERSTANDING TINNITUS AND TINNITUS TREATMENTS UNDERSTANDING TINNITUS AND TINNITUS TREATMENTS What is Tinnitus? Tinnitus is a hearing condition often described as a chronic ringing, hissing or buzzing in the ears. In almost all cases this is a subjective

More information

Front of Card. Back of Card. Name the notes on the lines of the treble clef. EGBDF

Front of Card. Back of Card. Name the notes on the lines of the treble clef. EGBDF Note Cards Name the notes on the lines of the treble clef. EGBDF Name the notes on the spaces of the treble clef. FACE Name the notes on the lines of the bass clef. GBDFA Name the notes on the spaces of

More information