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Updated: 1-02-2010 M.Sc. Engineer (Dipl.ing)\ Sherif Omran Post Address Nationality Egyptian Born on 1 st August 1977 Gender Male Status Single Sherif A. Omran Vogelsangst 10, 8006, Zurich Switzerland Email [email protected] Cell Phone +41-79-394-0965 SIP Phone [email protected] Home (Enum & VOIP) + 49-89-721-0108-7914 EDUCATION Feb 2006-Sep 2009 Institute of Neuro-informatics (University of Zurich & ETH) PhD program (Dr.Sc = German Dr.rer.nat) started. Expected to finish by September 09. Thesis title “Mechanism of music perception with Cochlear implants”.Developing new processing algorithms to improve music percep- tion. Feb 2007-Feb 2008 University of Zurich –Switzerland Studied neural science and graduated from “Centre of neural science Zurich -ZNZ” Feb 2005 University of Karlsruhe – Germany Recognition of Egyptian master of science in engineering (German Dipl.ing) Sep 2000 - Sep 2004 University of Alexandria – Egypt Master degree of science (M.Sc) degree in electrical engineering. Field: digital signal processing (DSP). Graduating thesis title “New Approaches for Cardiac Sound Processing”. Developed new sound analyzing algorithms. Sep1995 - Jun 2000 University of Alexandria – Egypt Bachelor degree of science BSc in telecommunications and electrical engi- neering. Graduating project (93%). Graduating thesis title “Computer inter- faced monitoring system”. Jun 1995 Ennasr Boys’ School – Alexandria, Egypt The Egyptian general secondary school certificate „Thanaweya“. Fi- nal degree 93%. SKILLS Applications Expert level using MS Office programs includ- ing VBA macro development. Operating system Windows, Linux (Suse / Ubuntu) and MAC Expert in MATLAB, VB and VBA Very good knowledge in web development (ASP, PHP, MySQL, HTML and XML) and content management systems (Drupal, Joomla & Magento). Good knowledge in C and C++ Development Tools Programming languages and development tools Arabic English German French Greek Spoken Languages Native Very Good Very Good Good Fair WORK EXPERIENCE Die deutsche Version des Lebenslaufes ist unten

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Page 1: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

M.Sc. Engineer (Dipl.ing)\ Sherif Omran

Post Address Nationality Egyptian Born on 1st August 1977 Gender Male Status Single

Sherif A. Omran Vogelsangst 10, 8006, Zurich Switzerland Email [email protected]

Cell Phone +41-79-394-0965 SIP Phone [email protected] Home (Enum & VOIP) + 49-89-721-0108-7914

EDUCATION Feb 2006-Sep 2009 Institute of Neuro-informatics (University of Zurich & ETH)

PhD program (Dr.Sc = German Dr.rer.nat) started. Expected to finish by September 09. Thesis title “Mechanism of music perception with Cochlear implants”.Developing new processing algorithms to improve music percep-tion.

Feb 2007-Feb 2008 University of Zurich –Switzerland Studied neural science and graduated from “Centre of neural science Zurich -ZNZ”

Feb 2005 University of Karlsruhe – Germany Recognition of Egyptian master of science in engineering (German Dipl.ing)

Sep 2000 - Sep 2004 University of Alexandria – Egypt Master degree of science (M.Sc) degree in electrical engineering. Field: digital signal processing (DSP). Graduating thesis title “New Approaches for Cardiac Sound Processing”. Developed new sound analyzing algorithms.

Sep1995 - Jun 2000

University of Alexandria – Egypt Bachelor degree of science BSc in telecommunications and electrical engi-neering. Graduating project (93%). Graduating thesis title “Computer inter-faced monitoring system”.

Jun 1995

Ennasr Boys’ School – Alexandria, Egypt The Egyptian general secondary school certificate „Thanaweya“. Fi-nal degree 93%.

SKILLS

Applications Expert level using MS Office programs includ-ing VBA macro development.

Operating system Windows, Linux (Suse / Ubuntu) and MAC Expert in MATLAB, VB and VBA Very good knowledge in web development (ASP, PHP, MySQL, HTML and XML) and content management systems (Drupal, Joomla & Magento). Good knowledge in C and C++

Development Tools

Programming languages and development tools

Arabic English German French Greek Spoken Languages Native Very Good Very Good Good Fair

WORK EXPERIENCE

Die deutsche Version des Lebenslaufes ist unten

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Feb 2006-Apr 2009

(Part time – 50 %) Private research - telecommunication engineer Working remotely to building voice over IP (VOIP) networks and setting them up (Asterisk server, call routing and building new firmware for VOIP boxes)

Feb 2006-Apr 2009 (Part time - 50 %)

Audiology department (ORL) - university hospital of Zurich –Switzerland. Signal Processing research scientist in a PhD program.

May 2005-Oct 2005 Neurology clinic of Grosshadern - university of Munich (LMU) – Germany Signal processing research including Matlab programming for a project ti-tled “Correlation between eye movements and brain spikes”.

Oct 2004-Feb 2005 University of Karlsruhe – Germany Guest scientific research in dynamic wireless Adhoc networks.

Feb 2004-Sep 2004 Ericsson telecom – Cairo – Egypt Ericsson support team; network administrator for Alexandria landline ATM networks. Client support and follow up.

Jun 2001-Feb 2004 Telecom Egypt – Alexandria - Egypt Installation and configuration of the AXD301 routers and AXE exchanges. Transformation of circuit switching to packet switching technology project. Set up & maintenance of 24 Zones. Duties included analyzing SS7 routing protocol and synchronising E1 telephone channels.

Jun 2004-Jul 2004 Ericsson training centre – Dublin – Ireland Installation, configuration and maintenance of bridging routers between circuit and packet switching exchanges.

2001 – 2003 (Part time job)

Different software companies Part time working in software and web production departments. Programming languages used ASP, PHP, SQL, C, Visual Basic, Assembly and MATLAB.

Sep 2001-Aug 2001 ERICSSON TRAINING CENTER – Dublin – Ireland - Data communication networking and configuration - Ericsson data communication solutions overview - ATM network operation & maintenance - Engine Introduction - Engine bridgehead network configuration and verification - AXD301 Installation, configuration and maintenance

Jan 2001-Jun 2001 FACULTY OF ENGINEERING– Alexandria University – Egypt Assistant teacher in the Electrical Engineering department Teaching of electrical measuring techniques, fibre optics telecommunica-tion and digital logic circuit.

ACTIVITES AND HOBBIES Networking Member of the networks society of the IEEE organisation Signal Processing Member of the digital signal processing society of the IEEE organisation Neuralscience Member in the Swiss neural science Hobbies Running, Ping pong, Chess playing, programming, and learning languages

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PUBLICATIONS AND CONFERENCES Omran, S., Omran matrix: detecting diagonal activity to quantify harmonic structure preserva-tion with cochlear implant mappings. in submitting, 2009 Omran, S., How far cochlear implant strategies have been developed: a comprehensive review. Under review, 2009. Omran, S. et al. Pitch ranking, Melody contour and instrument recognition tests using two semi-tone frequency maps for Nucleus Cochlear Implants, in submitting process Omran, S. et al. Semitone Frequency Maps to Improve Music representation for Nucleus Co-chlear Implants, in submitting process Omran, S., et al. Pitch perception using a Semitone mapping to improve music representation in Nucleus Cochlear Implants. in DGA Congress. 2008. Kiel, Germany. Omran, S.A., et al. Pitch Ranking of Complex Tones using a Model of the Virtual Channels in the Nucleus Freedom System. in EFAS 2007. 2007. Heidelberg - Germany: German Society for Audiology (Deutsche Gesellschaft für Audiologie). Omran, S.A., et al. Comparison between Pitch Ranking of Complex Tones using an Acoustic Model of the Virtual Channels in Cochlear implants and an acoustic distance measure in ZNZ-Symposium. 2007. Zurich - Switzerland. Omran, S and Mazhar Tayerl. Heart Sound Segmentation and Feature Extraction Algorithm. IEEE Midwest conference 2003. Cairo - Egypt AWARDS Feb 06 – Apr 09 PhD working support from Swiss national science foundation. May 05-Oct 05 Fellowship from Bernstein institute – Munich – Germany.

TRAININGS EIO – Alexandria – Egypt (3 month)

Testing and fault tracing of Biomedical electronic boards.

NCR - Alexandria – Egypt (1 month)

Network configurations and adjustments.

RAGAB (Ford) – Alexandria - Egypt (2 Month)

Fault Tracing course to fix electronic printed circuit boards (PCB).

FOX – Alexandria - Egypt (3 Month)

Hardware development and PCB production.

REFERENCES Dr. Michael Buechler [email protected]

Prof. Dr. Norbert Dillier [email protected]

Dr. Von Bülow, Isolde [email protected]

Dr. Waikong Lai [email protected]

Dr. Ing Glassauer, Stefan [email protected]

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M.Sc. Engineer (Dipl.ing)\ Sherif Omran

Post Adresse Nationalität Ägypter

Geburtsdatum 1. August 1977

Geschlecht Männlich

Familienstand Ledig

Sherif A. Omran Vogelsangstr 10 8006 Zürich Schweiz

Email [email protected]

Handy +41-79-394-0965 Festnetz + 41-44-337-9872 SIP Telefone [email protected] Festnetz (Enum & VOIP) + 49-89-721-0108-7914

SCHULBILDUNG

Feb 2006-Sep 2009 Institut der Neuro-Informatik (Universität Zürich & ETH) Beginn der Doktorarbeit für den Titel (Dr.Sc = German Dr.rer.nat) angefangen. Abschluss voraussichtlich September 09 . Titel der Doktorarbeit “Mechanismus der Musikwahrnehmung mit Cochlear Implantaten”. Entwicklung neuer Signalverarbeitungsprozeduren zur besseren Wahrnehmu-ng von Musik.

Feb 2007-Feb 2008 Universität Zürich – Schweiz Graduiert am Zentrum der Neurowissenschaft Zürich (ZNZ)

Feb 2005 Universität Karlsruhe – Deutschland Anerkennung des M.Sc Grad, Gleichstellung mit Dipl.-Ing.

Sep 2000 - Sep 2004 Universität Alexandria – Ägypten Erwerb des Master Degree of Science auf dem Gebiet der digitalen Signalver-arbeitung (DSP) von Tönen. „New Approaches for Cardiac Sound Processing (Neue Konzepte in der Herztonverarbeitung). Im Rahmen dieser Arbeit wurden neue Algorithmen entwickelt, die der IEEE vorgeschlagen und von ihr veröf-fentlicht wurden.

Sep1995 - Jun 2000

Universität Alexandria – Ägypten Erwerb des Bachelor Degree of Science im Bereich der Telekommunikation und Elektrotechnik. Im Rahmen der sechsmonatigen Abschlussarbeit (Gradua-tion Project): Entwicklung eines „Computer Interfaced Monitoring System“ . Bachelor Thesis Note 93%.

Jun 1995 Ennasr Boys‘ School – Alexandria, Ägypten Abschluß des ägyptischen Gymnasiums mit “Thanaweya” (Abitur). Note 93%.

FÄHIGKEITEN Anwendungen Perfekte Kenntnisse verschiedener Programme von

MS Office, einschließlich Entwicklung VBA und Makro-Programmierung.

Betriebssysteme Windows, Linux (Suse / Ubuntu) und MAC Perfekte Kenntnisse von MATLAB, VB und VBA Sehr gute Kenntnisse in der Webentwicklung mit ASP, PHP, MySQL, HTML und XML und unter Verwendung verschiedener Content Management Systeme (Drupal, Joomla & Magento).

Entwicklungstools

Programmierungssprachen und Entwicklungstools

Gut Kenntnisse in C und C++

Arabisch Englisch Deutsch Französisch Griechisch Sprachen Muttersprache Sehr gut Sehr gut gut befriedigend

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ARBEITSERFAHRUNG

Feb 2006-Apr 2009 (Teilzeitarbeit – 50%)

Private Forschung – Telekommunikationsingenieur. Telearbeit zum Aufbau von Voice over IP (VoIP)-Netzwerken, Einrichtung von Asterisk-Servern, Call-Routing und die Entwicklung neuer Firmware für VOIP-Boxen

Feb 2006-Apr 2009 (Teilzeitarbeit – 50%)

Audiology Bereich (ORL) - Universität Spital Zürich – Schweiz. Wissenschaftler Mitarbeiter in der Signalverarbeitung im Rahmen der Dok-torarbeit.

May 2005-Oct 2005 Neurologisches Klinikum Großhadern –LMU München Wissenschaftlicher Mitarbeiter Analyse und Korrelation zwischen Gehirnssignale und Augenbewegung.

Okt 2004-Feb 2005 Institute der Biomedizintechnik der Universität Karlsruhe - Deutschland Beginn einer gastwissenschaftlichen Arbeit. Thema: „Autonome Drahtlose Sensorennetzwerke.“

Feb 2004-Sep 2004 Ericsson Telecom – Kairo – Ägypten Ericsson Wartungsteam; Netzwerk Administrator für die Festnetz-Leitungen der Stadt Alexandria. Einrichtung und Wartung eines ATM Netzwerks Kun-denservice.

Jun 2001-Feb 2004 Telecom Egypt – Alexandria - Ägypten Telekommunikationsingenieur in einem Projekt für die Installation und Konfiguration der neuen digitalen Packete-Übermittlung in der Stadt Ale-xandria Installation und Wartung von 24 Zonen. Analyse von SS7 Protokoll, Routing und Synchronisierung von E1 Kanälen.

Jun 2004-Jul 2004 ERICSSON training center – Dublin – Irland Installation-, Konfiguration und Wartung der zwischen Analoger und Pa-ckes-Übermittlung überbrückenden Router

2001 – 2003 (Teilzeit Arbeit)

Verschiedene Software Firmen – Alexandria - Ägypten Teilzeitarbeit in Software- und Web-Entwicklungsabteilungen. Verwendete Programmierungssprachen : ASP, PHP, SQL, C, Visual Basic, Assembly und MATLAB.

Sep 2001-Aug 2001 ERICSSON training center – Dublin – Irland - Datenkommunikationsnetzwerk- und Konfigurationskurs. - Überblick von ERICSSON Datenkommunikationslösungen. - ATM Netzwerk Betriebstechnik. - Routing „Engine” Einführung. - „Engine bridgehead“ Netzwerkkonfiguration und --Überwachung AXD301 Installation, Konfiguration und Wartung.

Jan 2001-Jun 2001 Technik Universität – Alexandria Uni – Ägypten Lehrassistent im Bereich Elektrotechnik. Durchführung von Vorlesungen zum Thema Messtechnik der elektronischen Parameter, Fiberoptik und digitale Logikschaltungen .

AKTIVITÄTEN UND HOBBIES Netzwerke Mitglied der Network Society der IEEE Organisation. Signalverarbeitung Mitglied der Digital Signal Processing Society der IEEE Organisation. Neuralscience Mitglied der Swiss Neural Science Organisation Hobbies Laufen, Tischtennis, Schach, Programmierung und Fremdsprachen

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VERÖFFENTLICHUNGEN UND KONFERENZEN Omran, S., Omran matrix: detecting diagonal activity to quantify harmonic structure preserva-tion with cochlear implant mappings. in submitting, 2009 Omran, S., How far cochlear implant strategies have been developed: a comprehensive review. Under review, 2009. Omran, S. et al. Pitch ranking, Melody contour and instrument recognition tests using two semi-tone frequency maps for Nucleus Cochlear Implants, in submitting process Omran, S. et al. Semitone Frequency Maps to Improve Music representation for Nucleus Co-chlear Implants, in submitting process Omran, S., et al. Pitch perception using a Semitone mapping to improve music representation in Nucleus Cochlear Implants. in DGA Congress. 2008. Kiel, Germany. Omran, S.A., et al. Pitch Ranking of Complex Tones using a Model of the Virtual Channels in the Nucleus Freedom System. in EFAS 2007. 2007. Heidelberg - Germany: German Society for Audiology (Deutsche Gesellschaft für Audiologie). Omran, S.A., et al. Comparison between Pitch Ranking of Complex Tones using an Acoustic Model of the Virtual Channels in Cochlear implants and an acoustic distance measure in ZNZ-Symposium. 2007. Zurich - Switzerland. Omran, S and Mazhar Tayerl. Heart Sound Segmentation and Feature Extraction Algorithm. IEEE Midwest conference 2003. Cairo - Egypt AUSZEICHNUNGEN Feb 06 – Apr 09 Finanzierung der Doktorarbeit durch die Schweizer Nationalstiftung May 05 - Okt 05 Finanzierung durch das Bernstein Institut – München – Deutschland. PRAKTIKA EIO – Alexandria - Egypt (3 month)

Prüfung und Störungsverfolgung auf elektronischen Platinen.

NCR – Alexandria - Egypt (1 month)

Netzwerkkonfigurationen und -Überprüfung.

Ragab (Ford) – Alexandria – Egypt (2 Month)

Kurs über Störungsverfolgung zur Reparatur von elektronischen Platinen

FOX – Alexandria - Egypt (3 Month)

Hardware-Entwicklung und Herstellung von PCB-Platinen.

REFERENZEN Dr. Michael Buechler [email protected]

Prof. Dr. Norbert Dillier [email protected]

Dr. Von Bülow, Isolde [email protected]

Dr. Waikong Lai [email protected]

Dr. Ing Glassauer, Stefan [email protected]

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Education Certificates

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Updated: 1-02-2010

Nov 2004 - Master Degree Certificate Master Grad Zertifikate

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Updated: 1-02-2010

Master Degree Subjects and Exams Master Grad Subjekts und Prüfungen

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Bachelor Degree of Science in Electrical Engineering

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Feb 05 - Anerkennung von Crus Award Recognition of the MSc as the Dipl.Ing Degree

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Feb 05 - Anerkennung von der Universität Karlsruhe Award Recognition of the MSc as the Dipl.Ing Degree

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Okt 05 - Anerkennung von dem „Ministry of Education“ Award Recognition of the MSc as an Irish Master on level 9 Framework

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Work Experience and Certificates

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Updated: 1-02-2010

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Updated: 1-02-2010

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Telecom Egypt – Technical support

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Ericsson Training – Digital Data communications – Sep 2001

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Updated: 1-02-2010

Ericsson Training – Digital Data communications – Sep 2001

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Ericsson Training – Local 7 Protocol Courses – Ireland July 2004

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Ericsson Training – Local 7 Protocol – Ireland July 2004

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Ericsson Training – Digital Data communications – Sep 2001

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Ericsson Training – Digital Data communications – Sep 2001

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Ericsson Training – Digital Data communications – Sep 2001

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Ericsson Training – Digital Data communications – Sep 2001

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Ericsson Training – Digital Data communications – Sep 2001

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Conferences

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Updated: 1-02-2010

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Papers

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Semitone Frequency Maps to Improve Music representation for Nucleus

Cochlear Implants

Sherif A. Omran [1,2], Waikong Lai [1], Michael Büchler [1], Norbert Dillier [1]

[1] University Hospital Zurich, , Frauenklinikstrasse 24, Zurich 8091, Switzerland [2] Institute of Neuroinformatics, University of Zurich, Winterthurerstrasse 190,

Zurich 8057 Switzerland

Short Summary

Cochlear implants were originally developed for speech perception. The harmonic structure of

music is not preserved by the standard frequency-to-channel mapping used in CI devices. An

algorithm aimed at remedying this is presented here based on semitone mapping. A sequence

of 36 synthetic complex tones, each consisting of fundamental and 4 harmonic overtones, was

processed using the standard and semitone mappings. The outputs showed that semitone map-

pings preserved the harmonic structure between overtones of all complex tones.

Pitch ranking, Melody contour and instrument recognition tests using

two semitone frequency maps for Nucleus Cochlear Implants

Sherif A. Omran [1,2], Waikong Lai [1], Norbert Dillier [1]

[1] University Hospital Zurich - Switzerland [2] Institute of Neuroinformatics – University of Zurich- Switzerland

Short Summary

The standard (Std) mapping used in Nucleus cochlear implant (CI) devices distorts the har-

monic structure of complex tones in low frequency ranges. Two semitone-based frequency

maps, Smt-MF and Smt-LF, which preserve harmonic structure representation, are compared

against Std mapping in different psychoacoustic tests with normal hearing (NH) subjects and

CI recipients. Pitch ranking results (NH) showed improvements with semitone mapping. This

was reflected in the melody contour identification results with both NH subjects and CI recipi-

ents. Pitch reversals may occur with Smt-MF when frequencies below 440 Hz are filtered out.

Instrument recognition results were poorer with semitone mapping.

Ready for submission to “Ear and Hearing” journal

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Submitted to: Cochlear implant international journal

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How far cochlear implant strategies have been developed: a comprehensive review

Sherif A. Omran [1,2]

[1] University Hospital Zurich , Frauenklinikstrasse 24, Zurich 8091, Switzerland [2] Institute of Neuroinformatics, University of Zurich, Winterthurerstrasse 190,

Zurich 8057 Switzerland

Abstract Over the previous three decades, cochlear implant (CI) devices have been extensively studied. At the outset, CI devices were applied to restore the ability of hearing speech words using simple speech processing. Currently, speech comprehension can be re-stored by CI devices incorporating sophisticated processing strategies, but music per-ception remains generally not appreciable. In particular, many CI recipients report that music is experienced as unpleasant noise despite of the substantial progress in design-ing approaches for music perception. This seems to be strongly related to the CI pro-duction firms which utilize their own strategies that may ameliorate perceiving some features at the expense of others. In this review, different CI strategies will be covered. A new classification based on frequency, time and intensity dimensions will be pro-posed. Finally, whether there is currently a consensus on the “optimum CI devices” will be investigated.

Submitted to: International journal of Audiology

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Omran matrix: detecting diagonal activity to quantify harmonic structure preservation with cochlear implant mappings

“Quantifying harmonic structure preservation with Omran matrix”

Sherif A. Omran [1,2]

[1] University Hospital Zurich, , Frauenklinikstrasse 24, Zurich 8091, Switzerland [2] Institute of Neuroinformatics, University of Zurich, Winterthurerstrasse 190,

Zurich 8057 Switzerland

Abstract

Matrix multiplication is widely utilized in signal and image processing. In numerous cases, it may be considered faster than conventional algorithms. Images and sounds could be presented in form of multi-dimensional matrices. An application under study is to detect diagonal activities in matrices to quantifying the amount of harmonic structure preservation of musical tones using standard and semitone (Smt-MF and Smt-LF) frequency to channel mappings used in cochlear implant algo-rithms. In this paper, a new matrix is proposed that is when post multiplied with another matrix; the first row of the output represents indices of fully active detected diagonals in its upper triangle. Here matrix preprocessing was mandatory prior the detection algorithm. Results showed that Om-ran matrix was powerful in this application illustrating that Smt-LF mapping had the highest pres-ervation of harmonic structures of musical tones followed by Smt-MF and then the standard map-ping.

Keywords: Cochlear implant, music, melody, harmonic structure, semitone mapping, omran matrix

Submitted to: Applied mathematics and computational journal

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Updated: 1-02-2010

Language Certificates

Page 39: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

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Page 40: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

Page 41: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

Page 42: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

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Page 43: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

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Page 44: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

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Page 45: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

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Page 46: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

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Page 47: cv all certificates - PCfonedownload.pcfone.com/sherif-omran.pdf · 2010-04-04 · Signal processing research including Matlab programming for a project ti-tled “Correlation between

Updated: 1-02-2010

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