Motivation. Analysis-and-manipulation approach to pitch and duration of musical instrument sounds without distorting timbral characteristics
|
|
- Eustace Freeman
- 5 years ago
- Views:
Transcription
1 Aalysis-ad-maipulatio approach to pitch ad duratio of musical istrumet souds without distortig timbral characteristics Takehiro Abe Katsutoshi Itoyama Kazuyoshi Yoshii Kazuori Komatai Tetsuya Ogata Hiroshi G. Okuo Departmet of Itelligece Sciece ad Techology, Kyoto Uiversity, Japa Natioal Istitute of Advaced Idustrial Sciece ad Techology (AIST) Demostratio: Active music listeig Selectig from users requiremet Chagig music to suit users feelig Active ad exploratory listeig user ca chage Istrumets Volume Timbre Drumix [Yoshii 7] Motivatio (Drums oly) Covetioal music listeig Selectig from limited playlist Oly listeig after pressig play Itoyama s EQ. [Itoyama 8] Passive ad limited listeig experiece Istrumet equalizers have bee developed (All) Our equalizer Replacig arbitrary part with users favorite timbre Demostratio (Trial equalize part buttos gere buttos Cotet midi soud sythesized piao soud Jazz soud (sythesis) Equalizer s souds are sythesized from real souds except midi souds Requiremets for our equalizer. Soud separatio from polyphoic audio to extract a musical istrumet soud that users wat to replace Well studied 2. Soud maipulatio from separated souds without timbral distortio to play arbitrary phrases The applicatio of separated souds is ot well studied Our research target Differece from the soud excited by real istrumet Objective Sythesizig mootoes excited by the same istrumet from multiple musical istrumet souds
2 Our defiitio of timbral features ASA s defiitio The quality of a soud that distiguishes it from others of the same pitch ad volume [ASA 6] Cocrete defiitio based o [Grey 77] Our defiitio The quality of a soud that cosists of three features except pitch ad volume.the relative amplitudes 3.Temporal evelopes of harmoic peaks 2.The iharmoic compoet We use the toal model that ca aalyze these features [Itoyama 8] Maipulatio of pitch ad duratio It is ot proper to achieve maipulatio without chagig the timbral features Seed, (44Hz) Timbre has pitch depedecy [Marozeau 3] Ref., (88Hz) Phase vocoder (88Hz) We use pitch-depedecy feature fuctio for the depedecy Attack, decay ad vibrato feature are i the same istrumet Seed, ref., (legth) Siusoidal model(legth4) attack segmet high frequecy vibrato feature We preserve attack, decay segmets ad vibrato feature Our method(88hz) Our method(legth4) Overview of our maipulatio method StepAalysis Separate harmoic ad iharmoic structures ad extract timbral features Step2Maipulatio Maipulate pitch, duratio, ad eergy of the iharmoic structure Step3Sythesis Sythesize harmoic ad iharmoic sigals ad add them Harmoic structure Frequecy Iharmoic structure Aalysis to obtai three features Toal model Feature2 Harmoic model Iharmoic model represets spectrogram of iharmoic compoet Frequecy Feature Frequecy Frequecy Spectral Power of structure harmoics is expressed as the Gaussia Mixture Model Temporal structure is expressed as the oparametric model Duratio Evelope Feature3 2
3 maipulatio Maipulatig the spectral evelope by multiplyig the pitch ( µ( ) by a desired ratio Obtai timbral features from pitch-depedet feature fuctio v v' µ ( µ( Frequecy µ '( µ' ( -depedet feature fuctio approximates timbral features over pitches by polyomial fuctio power of harmoics ( v ) the ratio of harmoic eergy to iharmoic eergy ( w / ) v of st. Power of th harmoics Fudametal Frequecy [Hz] v of 4th. Power of th harmoics Fudametal Frequecy [Hz] The ratio of harmoic e. to iharmoic e. w H / w I w H I Fudametal Frequecy [Hz] pitch [Hz] pitch [Hz] pitch [Hz] Power of harmoics Duratio maipulatio Maipulatig the temporal evelope ( E( ) by expadig or shrikig betwee oset ( r o ) ad offset ( r off ) de( detectio equatio: < ε, E( > Th dr Detect Detect Preserve Expad Preserve Temporal E ( E( evelope ro roff Preservig the vibrato ( µ( ) is aalyzed ad sythesized by siusoidal model Frequecy Origial Aalyze µ ( µ( Preserve Sythesize Preserve Smoothig Sythesized Sythesis from harmoics ad iharmoics Harmoic sigal ( ) usig siusoidal model s H s H s s I Equatios for harmoic sigal Harmoic sigal: s H ( t) = A ( t)exp[ jφ ( t)] Istace amplitude: A ( t ) w v ' E ( t ) Istace phase: = H φ ( t) = φ () + µ '( τ ) dτ t s Iharmoic sigal ( s I ) from iharmoic model weighted by iharmoic eergy ( w I ' ) Output sigal ( ) obtaied by addig these two sigals parameter is a maipulated parameter. w Harmoic eergy: H Power of harmoics: v ' Temporal evelope: : ( E µ' τ ) Evaluatio i pitch maipulatio Baselie method = Sophisticated siusoidal model Our method without pitch-depedet feature fuctio Criteria Spectral distace: evaluatio of harmoic compoet differece Mel-Frequecy Cepstrum Coefficiet (MFCC) distace: quatitative auditory measuremet evaluatio of harmoic ad iharmoic compoets differeces D = ( C ( f, C ( f, ) 2 / T f, t real Real soud sy C Spectrum or MFCC i Sythesis soud Frames Coditios 32 istrumets from RWC-MDB (forte, ormal articulatio) 3 idividuals for each istrumet -fold cross validatio (%:9% = [evaluatio data]:[learig data]) 3
4 Spectral distace MFCC distace Quality i pitch maipulatio Fagot for discussio musical istrumets Average 64.7% reduced 32.3% reduced There was good improvemet for the whole musical istrumets Discussio o good improvemet The result of the fagot Baselie Distaces icreased with the absolute maipulated semitoes Ours Distaces were stable Spectrum differece Maipulated halftoes The result demostrated the validity of our method, which cosiderig pitch depedecy of timbre MFCC distace blueour method redbaselie method Maipulated semitoe low pitch high pitch Discussio o poor improvemet There was poor improvemet for istrumet souds that have a lot of iharmoic compoet i attack segmet The result of the madoli Spectral distace The relative amplitudes of harmoic peaks of a sythesized soud are to those of a real soud MFCC distace The distributio of the iharmoic compoet of a sythesized soud differs from that of a real soud. Oly w / w H I is isufficiet for pitch-depedecy of iharmoic compoet Spectral distace Spectrum differece MFCC distace blueour method redbaselie method MFCC differece Maipulated halftoes halftoes Maipulated semitoe low pitch high pitch Coclusio Objective Maipulatig pitch ad duratio of a musical istrumet soud usig multiple istrumet souds without distortig timbral characteristics Approach We defied ad aalyzed timbral features. I pitch maipulatio, we use pitch-depedecy of timbre as a pitch-depedet feature fuctio I duratio maipulatio, we preserve attack, decay ad the vibrato Future work Icorporatig other depedecies (e.g., volume) Evaluatig our method for duratio maipulatio Applyig our method to musical istrumet parts separated from the polyphoic audio sigals of commercial CD recordigs 4
5 maipulatio demo. for piao Real souds seed, (44Hz) Sythesized souds (88Hz) Phase vocoder STRAIGHT Duratio maipulatio demo. for violi Real soud Sythesized souds(legth4) seed, ref., (legth) Siusoidal model Our method ref., (88Hz) Siusoidal model Our method 2 from MARSYAS 2 do ot use soud Ref. as learig data maipulatio demo. for trumpet Real souds Sythesized souds (88Hz) seed, (44Hz) Phase vocoder STRAIGHT ref., (88Hz) Siusoidal model Our method 2 from MARSYAS 2 do ot use soud Ref. as learig data
The Blizzard Challenge 2014
The Blizzard Challege 2014 1 Kishore Prahallad, 1 Aadaswarup Vadapalli, 1 Satosh Kesiraju, 2 Hema A. Murthy 3 Swara Lata, 4 T. Nagaraja, 5 Mahadeva Prasaa, 6 Hemat Patil, 7 Ail Kumar Sao 8 Simo Kig, 9
More informationMODELLING PERCEPTION OF SPEED IN MUSIC AUDIO
MODELLING PERCEPTION OF SPEED IN MUSIC AUDIO Aders Elowsso KTH Royal Istitute of Techology CSC, Dept. of Speech, Music ad Hearig elov@kth.se Aders Friberg KTH Royal Istitute of Techology CSC, Dept. of
More informationImplementation of Expressive Performance Rules on the WF-4RIII by modeling a professional flutist performance using NN
2007 IEEE Iteratioal Coferece o Robotics ad Automatio Roma, Italy, 10-14 April 2007 Implemetatio of Expressive Performace Rules o the WF-4RIII by modelig a professioal flutist performace usig NN Jorge
More informationAnalyzing the influence of pitch quantization and note segmentation on singing voice alignment in the context of audio-based Query-by-Humming
Aalyzig the ifluece of pitch quatizatio ad ote segmetatio o sigig voice aligmet i the cotext of audio-based Query-by-Hummig Jose J. Valero-Mas Patter Recogitio ad Artificial Itelligece Group, Uiversity
More informationPractice Guide Sonata in F Minor, Op. 2, No. 1, I. Allegro Ludwig van Beethoven
Practice Guide Soata i F Mior, O 2, No 1, I Allegro Ludwig va Beethove Comosed i 1795, the Soata i F Mior, O 2, No 1 was dedicated to Hayd, whom Beethove admired ad had briefly studied with three years
More informationMusic Scope Headphones: Natural User Interface for Selection of Music
Music Scope Headphoes: Natural User Iterface for Selectio of Music Masatoshi Hamaaka Presto, Japa Sciece ad Techology Agecy A.I.S.T. Mbox 604 1-1-1 Umezoo, Tsukuba, Ibaraki, 305-8568 Japa m.hamaaka@aist.go.jp
More informationLogistics We are here. If you cannot login to MarkUs, me your UTORID and name.
Logistics We are here 8 Week If you caot logi to arkus, email me your UTORID ad ame. heck lab marks o arkus, if it s recorded wrog, cotact Larry withi a week after the lab. Quiz average: 8% Assembly Laguage
More informationQuality improvement in measurement channel including of ADC under operation conditions
Quality improvemet i measuremet chael icludig of ADC uder operatio coditios 1 Romuald MASNICKI, 2 Jausz MINDYKOWSKI 1, 2 Gdyia Maritime iversity, ul. Morska 81-83, 81-225 Gdyia, POLAND, tel. (+48 58) 6109
More informationLine numbering and synchronization in digital HDTV systems
Lie umberig ad sychroizatio i digital HDTV systems D. (VURT) I cotrast to aalogue televisio systems where lie umberig is covetioally liked to the vertical sychroizatio, digital televisio offers the possibility
More informationAustralian Journal of Basic and Applied Sciences
Australia Joural of Basic ad Applied Scieces, 8(11) Special 2014, Pages: 16-22 AENSI Jourals Australia Joural of Basic ad Applied Scieces ISSN:1991-8178 Joural home page: www.abasweb.com Explorig the Hammig
More informationChapter 7 Registers and Register Transfers
Logic ad Computer Desig Fudametals Chapter 7 Registers ad Register Trasfers Part 2 Couters, Register Cells, Buses, & Serial Operatios Charles Kime & Thomas Kamiski 28 Pearso Educatio, Ic (Hyperliks are
More informationImage Enhancement in the JPEG Domain for People with Vision Impairment
Image hacemet i the JPG Domai for People with Visio Impairmet Jisha Tag, Seior Member, Jeoghoo Kim, ad li Peli Abstract A image ehacemet algorithm for low-visio patiets was developed for images compressed
More informationA Novel Method for Music Retrieval using Chord Progression
Australia Joural of Basic ad Applied Scieces, 10(2) Special 2016, Pages: 277-282 AUSTRALIAN JOURNAL OF BASIC AND APPLIED SCIENCES ISSN:1991-8178 EISSN: 2309-8414 Joural home page: www.ajbasweb.com A Novel
More informationABSTRACT. woodwind multiphonics. Each section is based on a single multiphonic or a combination thereof distributed across the wind
ABRACT ii Mikel Kueh, Advisor Masks, scored for flute, oboe, clariet, violi, cello, percussio, ad piao, is orgaized ito eight sectios that are based upo woodwid multiphoics. Each sectio is based o a sigle
More informationDrum Sound Identification for Polyphonic Music Using Template Adaptation and Matching Methods
Drum Sound Identification for Polyphonic Music Using Template Adaptation and Matching Methods Kazuyoshi Yoshii, Masataka Goto and Hiroshi G. Okuno Department of Intelligence Science and Technology National
More informationThe Communication Method of Distance Education System and Sound Control Characteristics
36 IJCSNS Iteratioal Joural of Computer Sciece ad Network Security, VO.6 No.7A, July 006 The Commuicatio ethod of Distace Educatio System ad Soud Cotrol Characteristics aabu Ishihara, Departmet of Electrical
More informationSMARTEYE ColorWise TM. Specialty Application Photoelectric Sensors. True Color Sensor 2-65
2 True Color Sesor Specialty Applicatio Photoelectric Sesors 2-65 Specialty Applicatio Photoelectric Sesors 2 The SMARTEYE COLORWISE TM True Color Sesor is the most feature packed color sesor available.
More informationRecognition of Human Speech using q-bernstein Polynomials
Iteratioal Joural of Computer Applicatios (0975 8887) Volume o.5, Jue 00 Recogitio of Huma Speech usig -Berstei Polyomials Abdulkadir Karacı Kastamou Uiversity Departmet of Computer ad Istructioal Techology
More information2 Specialty Application Photoelectric Sensors
SMARTEYE STEALTH-UV UVS Aalog/Digital Lumiescece Sesor 2 Specialty Applicatio Photoelectric Sesors 2-93 Specialty Applicatio Photoelectric Sesors 2 SMARTEYE STEALTH-UV UVS Aalog/Digital Lumiescece Sesor
More informationThe new, parametrised VS Model for Determining the Quality of Video Streams in the Video-telephony Service
1 Stefa Paulse Istitute of Commuicatios Techology Flesburg Uiversity of Applied Scieces tadeus.uhl@fh-flesburg.de Tadeus Uhl Istitute of Commuicatios Techology Flesburg Uiversity of Applied Scieces tadeus.uhl@fh-flesburg.de
More informationRandomness Analysis of Pseudorandom Bit Sequences
2009 Iteratioal Coferece o Computer Egieerig ad Applicatios IPCSIT vol.2 (2011) (2011) IACSIT Press, Sigapore Radomess Aalysis of Pseudoradom Bit Sequeces Rashidah Kadir 1+ ad Mohd Aizaii Maarof Faculty
More informationTHE importance of music content analysis for musical
IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, VOL. 15, NO. 1, JANUARY 2007 333 Drum Sound Recognition for Polyphonic Audio Signals by Adaptation and Matching of Spectrogram Templates With
More informationRHYTHM TRANSCRIPTION OF POLYPHONIC MIDI PERFORMANCES BASED ON A MERGED-OUTPUT HMM FOR MULTIPLE VOICES
Proceedigs SMC 6.8. -.9.6, Hamburg, Germay RHYTHM TRANSCRIPTION OF POLYPHONIC MIDI PERFORMANCES BASED ON A MERGED-OUTPUT HMM FOR MULTIPLE VOICES Eita Nakamura Kyoto Uiversity eakamura@sap.ist.i.kyoto-u.ac.p
More informationPart II: Derivation of the rules of voice-leading. The Goal. Some Abbreviations
Presetatio by Aaro Yag Huro: Toe ad Voice Part II Toe ad Voice: A Derivatio of the Rules of Voice-Leadig from Perceptual Priciples Part II: Derivatio of the rules of voice-leadig By David Huro Presetatio
More informationDrumix: An Audio Player with Real-time Drum-part Rearrangement Functions for Active Music Listening
Vol. 48 No. 3 IPSJ Journal Mar. 2007 Regular Paper Drumix: An Audio Player with Real-time Drum-part Rearrangement Functions for Active Music Listening Kazuyoshi Yoshii, Masataka Goto, Kazunori Komatani,
More informationMath of Projections:Overview. Perspective Viewing. Perspective Projections. Perspective Projections. Math of perspective projection
Math of Projectios:Overview Math of perspective projectio, stadard cofiguratio OpeGL perspective projectios Math of orthographic projectio OpeGL orthographic projectios Viewport trasformatios ad settig
More informationttco.com
ttco.com 800-237-0946 813-886-4000 The SMARTEYE COLORWISE TM True Color Sesor is the most feature packed color sesor available. Desiged to work as well as a istrumet or spectrometer, this sesor ca solve
More informationA Backlight Optimization Scheme for Video Playback on Mobile Devices
A Backlight Optimizatio Scheme for Playback o Mobile Devices Liag Cheg, Shivajit Mohapatra, Magda El Zarki, Nikil Dutt ad Nalii Vekatasubramaia Doald Bre School of Iformatio ad Computer Scieces Uiversity
More informationRELIABILITY EVALUATION OF REPAIRABLE COMPLEX SYSTEMS AN ANALYZING FAILURE DATA
It. J. Mech. Eg. & Rob. Res. 2013 G Gurumahesh et al., 2013 Research Paper ISSN 2278 0149 www.ijmerr.com Vol. 2, No. 1, Jauary 2013 2013 IJMERR. All Rights Reserved RELIABILITY EVALUATION OF REPAIRABLE
More informationOn Human Capability and Acoustic Cues for Discriminating Singing and Speaking Voices
On Human Capability and Acoustic Cues for Discriminating Singing and Speaking Voices Yasunori Ohishi 1 Masataka Goto 3 Katunobu Itou 2 Kazuya Takeda 1 1 Graduate School of Information Science, Nagoya University,
More informationPROBABILITY AND STATISTICS Vol. I - Ergodic Properties of Stationary, Markov, and Regenerative Processes - Karl Grill
PROBABILITY AND STATISTICS Vol. I Ergodic Properties of Statioary, Markov, ad Regeerative Processes Karl Grill ERGODIC PROPERTIES OF STATIONARY, MARKOV, AND REGENERATIVE PROCESSES Karl Grill Istitut für
More informationTIMBRE REPLACEMENT OF HARMONIC AND DRUM COMPONENTS FOR MUSIC AUDIO SIGNALS
2014 IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) TIMBRE REPLACEMENT OF HARMONIC AND DRUM COMPONENTS FOR MUSIC AUDIO SIGNALS Tomohio Naamura, Hiroazu Kameoa, Kazuyoshi
More informationL-CBF: A Low-Power, Fast Counting Bloom Filter Architecture
L-CBF: A Low-Power, Fast Coutig Bloom Filter Architecture Elham Safi, Adreas Moshovos, ad Adreas Veeris Electrical ad Computer Egieerig Departmet Uiversity of Toroto {elham, moshovos, veeris@eecg.utoroto.ca}
More informationDaniel R. Dehaan Three Études For Solo Voice Summer 2010, Chicago
Daiel R. Dehaa Three Études For Solo Voice Summer 010 Chicago Daiel R. Dehaa Three Études For Solo Voice Summer 010 Chicago Copyright 010 by Daiel R. Dehaa All rights reserved icludig performig rights.
More informationDigest Journal of Nanomaterials and Biostructures Vol. 13, No. 2, April - June 2018, p
Digest Joural of Naomaterials ad Biostructures Vol. 13, No. 2, April - Jue 2018, p. 345-351 EFFECT OF THE GREEN-EMITTING CaF 2 :Ce 3+,Tb 3+ PHOSPHOR PARTICLES SIZE ON COLOR RENDERING INDEX AND COLOR QUALITY
More information2 Specialty Application Photoelectric Sensors
SMARTEYE X-PRO XP10 XP10 -- Extremely High Speed Sesor 2 Specialty Applicatio Photoelectric Sesors 2-119 Specialty Applicatio Photoelectric Sesors 2 SMARTEYE X-PRO XP10 Extremely High Speed (10µs) Photoelectric
More informationMusical Instrument Recognizer Instrogram and Its Application to Music Retrieval based on Instrumentation Similarity
Musical Instrument Recognizer Instrogram and Its Application to Music Retrieval based on Instrumentation Similarity Tetsuro Kitahara, Masataka Goto, Kazunori Komatani, Tetsuya Ogata and Hiroshi G. Okuno
More informationReliable Transmission Control Scheme Based on FEC Sensing and Adaptive MIMO for Mobile Internet of Things
Joural of Commuicatios Vol. 9, No., December 04 Reliable Trasmissio Cotrol Scheme Based o FEC Sesig ad Adaptive MIMO for Mobile Iteret of Thigs Yog Ji, Feg Li, Ya Fa, Ruigag Li, ad Hua Dai School of Computer
More informationTHE Internet of Things (IoT) is likely to be incorporated
This is the author's versio of a article that has bee published i this oural. Chages were made to this versio by the publisher prior to publicatio. IEEE INTERNET OF THINGS JOURNAL, VOL. 5, NO. 1, FEBRUARY
More informationCODE GENERATION FOR WIDEBAND CDMA
ST JOURAL OF SYSTEM RESEARCH - VOL1 - UMBER 1 CODE GEERATIO FOR WIDEBAD CDMA Daiele Lo Iacoo Ettore Messia Giuseppe Avelloe Agostio Galluzzo Fracesco Pappalardo STMicroelectroics This paper presets a overview
More informationPROJECTOR SFX SUFA-X. Properties. Specifications. Application. Tel
ifo@extgeeratioled.be www.extgeeratioled.be Tel + 32 53 71 09 42 PROJECTOR SFX SUFA-X Properties Lifespa L70 %: > 50.000 hours Eergy savigs up to 65% Boosted istallatio efficiecy thaks to the slimmed-dow
More informationHarmonyMixer: Mixing the Character of Chords among Polyphonic Audio
HarmonyMixer: Mixing the Character of Chords among Polyphonic Audio Satoru Fukayama Masataka Goto National Institute of Advanced Industrial Science and Technology (AIST), Japan {s.fukayama, m.goto} [at]
More informationEnergy-Efficient FPGA-Based Parallel Quasi-Stochastic Computing
Article Eergy-Efficiet FPGA-Based Parallel Quasi-Stochastic Computig Ramu Seva, Prashathi Metku * ad Misu Choi Departmet of Computer Egieerig, Missouri Uiversity of Sciece & Techology, 4 Emerso Electric
More informationImage Intensifier Reference Manual
Image Itesifier Referece Maual Improvisio, Viscout Cetre II, Uiversity of Warwick Sciece Park, Millbur Hill Road, Covetry. CV4 7HS Tel: 0044 (0) 24 7669 2229 Fax: 0044 (0) 24 7669 0091 e-mail: admi@improvisio.com
More informationClassification of Timbre Similarity
Classification of Timbre Similarity Corey Kereliuk McGill University March 15, 2007 1 / 16 1 Definition of Timbre What Timbre is Not What Timbre is A 2-dimensional Timbre Space 2 3 Considerations Common
More informationSubjective Similarity of Music: Data Collection for Individuality Analysis
Subjective Similarity of Music: Data Collection for Individuality Analysis Shota Kawabuchi and Chiyomi Miyajima and Norihide Kitaoka and Kazuya Takeda Nagoya University, Nagoya, Japan E-mail: shota.kawabuchi@g.sp.m.is.nagoya-u.ac.jp
More informationMusical Instrument Identification based on F0-dependent Multivariate Normal Distribution
Musical Instrument Identification based on F0-dependent Multivariate Normal Distribution Tetsuro Kitahara* Masataka Goto** Hiroshi G. Okuno* *Grad. Sch l of Informatics, Kyoto Univ. **PRESTO JST / Nat
More informationPreview Only. Legal Use Requires Purchase W PREVIEW PREVIEW PRE IEW PREVIEW PREVIEW PREVIEW PREVIEW PREVIE PREVIEW PREVIEW PREVIEW PREVIEW
2 The begiig of the piece should be played freely with o real rush or sese of perfect tempo The begiig of the ostiato i measure 14 sigals the start of a true tempo All hadbell choirs omit the otes i the
More informationInstrument Recognition in Polyphonic Mixtures Using Spectral Envelopes
Instrument Recognition in Polyphonic Mixtures Using Spectral Envelopes hello Jay Biernat Third author University of Rochester University of Rochester Affiliation3 words jbiernat@ur.rochester.edu author3@ismir.edu
More informationSTx. Compact HD/SD COFDM Transmitter. Features. Options. Accessories. Applications
Compact HD/SD COFDM Trasmitter Features SD ad HD ecodig 200mW RF output power Optimized for size Superior broadcast grade video Wide selectio of video iputs MPEG-4 Part-10/H.264 Two moo audio chaels Very
More informationTOWARDS AN AUDITORY REPRESENTATION OF COMPLEXITY
TOWARDS AN AUDITORY REPRESENTATION OF COMPLEXITY Joachim Goßma ZKM Ceter for Art ad Media Istitute for Music ad Acoustics Lorezstraße 19, D-76135 Karlsruhe, Germay gossma@zkm.de ABSTRACT I applicatios
More informationTRAINING & QUALIFICATION PROSPECTUS
TRAINING & QUALIFICATION PROSPECTUS EXPERT TRAINING FOR A FUTURE IN BROADCAST MEDIA TECHNOLOGY 1 WHO WE WORK WITH Page 4 OUR COMMUNITY Page 5 INTRODUCTION TO BROADCAST TECHNOLOGY Page 6 IP AND FILE BASED
More informationVoice Security Selection Guide
Voice Security Selectio Guide Hoppig Code Voice Iversio with ANI Voice Security Frequecy Domai Split-bad Voice Iversio Double Iversio Radio Ecryptio Rollig Code Voice Scramblers Rollig Double Iversio Frequetly
More informationEE260: Digital Design, Spring /3/18. n Combinational Logic: n Output depends only on current input. n Require cascading of many structures
EE260: igital esig, prig 208 4/3/8 EE 260: Itroductio to igital esig equetial Logic Elemets ao Zheg epartmet of Electrical Egieerig Uiversity of Hawaiʻi at Māoa equetial ircuits ombiatioal Logic: Output
More information9311 EN. DIGIFORCE X/Y monitoring. For monitoring press-fit, joining, rivet and caulking operations Series 9311 ±10V DMS.
DIGIFORCE X/Y moitorig For moitorig press-fit, joiig, rivet ad caulkig operatios Series 9311 ±10V DMS Compatible sesors Piezo Poti Flexible Fieldbus itegratio by PROFIBUS, PROFINET or EtherNet/IP Automatic
More informationDigest Journal of Nanomaterials and Biostructures Vol. 12, No. 3, July - September 2017, p
Digest Joural of Naomaterials ad Biostructures Vol. 12, No. 3, July - September 2017, p. 891-898 Co-DOPING GREEN-EMITTING CaF 2 :Ce 3+, Tb 3+ AND YELLOW-EMITTING PHOSPHOR PARTICLES FOR IMPROVING THE CCT
More informationMullard INDUCTOR POT CORE EQUIVALENTS LIST. Mullard Limited, Mullard House, Torrington Place, London Wel 7HD. Telephone:
Mullard INDUCTOR POT CORE EQUIVALENTS LIST Mullard Limited, Mullard House, Torrigto Place, Lodo Wel 7HD. Telephoe: 01-580 6633 INDUCTOR POT CORE EQUIVALENTS LIST Mullard Limited have bee maufacturig ferrite
More informationA Model of Metric Coherence
A Model of Metric Coherece Ier Metric Aalysis u Metric weight, Metric Coherece Aja Volk Uiversity of Souther Califoria Itegrated Media Systems Ceter Ier Metric Aalysis Ier Metric Aalysis u Metric weight,
More informationComparative Study of Different Techniques for License Plate Recognition
Comparative Study of Differet Techiques for Licese Plate Recogitio By Jitedra Sharma 1, Prof Khushboo Saxea 2, Prof Amit Sihal 3 1, 2, 3 Departmet of Iformatio Techology, Techocrats Istitute of Techology,
More informationA Simulation Experiment on a Built-In Self Test Equipped with Pseudorandom Test Pattern Generator and Multi-Input Shift Register (MISR)
A Simulatio Experimet o a Built-I Self Test Equipped with Pseudoradom Test Patter Geerator ad Multi-Iput Shift Register (MISR) Afaq Ahmad Departmet of Electrical ad Computer Egieerig College of Egieerig,
More informationFeatures for Audio and Music Classification
Features for Audio and Music Classification Martin F. McKinney and Jeroen Breebaart Auditory and Multisensory Perception, Digital Signal Processing Group Philips Research Laboratories Eindhoven, The Netherlands
More informationCSI 2130 Machinery Health Analyzer
V-2130-012306 Machiery Health Maagemet CSI 2130 Machiery Health Aalyzer Data collectio, vibratio aalysis, aligmet ad balacig i a sigle uit Compact, rugged desig holds up to ay plat eviromet Ituitive operatio
More informationIndex. LV Series. Multimedia Projectors FULL LINE PRODUCT GUIDE. usa.canon.com/projectors. REALiS LCOS Projectors. WUX10 Mark II D WUX10 Mark II...
Multimedia Projectors FULL LINE PRODUCT GUIDE Idex REALiS Projectors Mark II D Mark II.... 1 D...... 2 Mark II D Mark II..... 4 Mark II D Mark II..... 5......... 6........ 7......... 8 LV Series LCD Projectors
More informationManual Comfort Air Curtain
Maual Comfort Air Curtai Model SesAir Versio 1.0- North America Origial Maual Eglish a COMFORT AIR CURTAIN... Cotets 1 Itroductio 4 1.1 About this maual 4 1.2 How to read this maual 4 1.3 About the uit
More informationInternet supported Analysis of MPEG Compressed Newsfeeds
Proceedigs of the IASTED Iteratioal Coferece Iteret ad Multimedia Systems ad Applicatios October 18-21, 1999 Nassau, Bahamas Iteret supported Aalysis of MPEG Compressed Newsfeeds Guido FALKEMEIER, Gerhard
More informationOur competitive advantages : Solutions for X ray Tubes. X ray emitters. Long lifetime dispensers cathodes n. Electron gun manufacturing capability n
Solutios for Xray tubes_layout 1 15/12/2014 12:05 Pagia 2 Our competitive advatages : Log lifetime dispesers cathodes Electro gu maufacturig capability High capacity getters for high vacuum requiremets
More informationAchieving 550 MHz in an ASIC Methodology
Achievig Mz i a ASIC Methodology D. G. Chiery, B. Nikolić, K. Keutzer Departmet of Electrical Egieerig ad Computer Scieces Uiversity of Califoria at Berkeley {chiery, bora, keutzer}@eecs.berkeley.edu ABSTRACT
More informationComputational Models of Music Similarity. Elias Pampalk National Institute for Advanced Industrial Science and Technology (AIST)
Computational Models of Music Similarity 1 Elias Pampalk National Institute for Advanced Industrial Science and Technology (AIST) Abstract The perceived similarity of two pieces of music is multi-dimensional,
More informationPolychrome Devices Reference Manual
Polychrome Devices Referece Maual Improvisio, Viscout Cetre II, Uiversity of Warwick Sciece Park, Millbur Hill Road, Covetry. CV4 7HS Tel: 0044 (0) 24 7669 2229 Fax: 0044 (0) 24 7669 0091 e-mail: admi@improvisio.com
More informationAnalysis and Detection of Historical Period in Symbolic Music Data
Aalysis ad Detectio of Historical Period i Symbolic Music Data MICHELE DELLA VENTURA Departmet of Techology Music Academy Studio Musica Via Terraglio, 81 TREVISO (TV) 31100 Italy dellavetura.michele@ti.it
More informationFHD inch Widescreen LCD Monitor USERGUIDE
FHD2402 24-ich Widescree LCD Moitor USERGUIDE Cotets Chapter 1: Usig Your Gateway Flat-Pael Moitor.................... 1 Coectig the moitor.................................................... 2 Coectig
More informationA. Flue Pipes. 2. Open Pipes. = n. Musical Instruments. Instruments. A. Flue Pipes B. Flutes C. Reeds D. References
Musical Istrumets 1 Wid Istrumets 2 Wid Istrumets A. Flue Pipes B. Flutes C. Reeds D. Refereces May 29. 2012 A. Flue Pipes 3 1. Vo Karma vortex street 4 1) Vortex Oscillatio 2) Ope-Ed Pipes 3) Closed-Ed
More informationAutomatic music transcription
Music transcription 1 Music transcription 2 Automatic music transcription Sources: * Klapuri, Introduction to music transcription, 2006. www.cs.tut.fi/sgn/arg/klap/amt-intro.pdf * Klapuri, Eronen, Astola:
More informationWorking with PlasmaWipe Effects
Workig with PlasmaWipe Effects Workig with PlasmaWipe Effects PlasmaWipe effects are real-time plug-i effects that use gradiet image bitmaps to create wipes ad segmet effects. There are 64 preset effects,
More informationDetection of Historical Period in Symbolic Music Text
Detectio of Historical Period i Symbolic Music Text Michele Della Vetura Abstract Despite the various studies o computer-aided musical aalysis, there have bee relatively few attempts at tryig to locate,
More informationA Robot Listens to Music and Counts Its Beats Aloud by Separating Music from Counting Voice
2008 IEEE/RSJ International Conference on Intelligent Robots and Systems Acropolis Convention Center Nice, France, Sept, 22-26, 2008 A Robot Listens to and Counts Its Beats Aloud by Separating from Counting
More informationT-25e, T-39 & T-66. G657 fibres and how to splice them. TA036DO th June 2011
T-25e, T-39 & T-66 G657 fibres ad how to splice them TA036DO0018-03 10 th Jue 2011 What is G657 fibre? G657 is a ew class of sigle mode fibre which ca be bet more severely the ormal G652 sigle mode without
More informationBesTrans AOC (Active Optical Cable) Spec and Manual
BesTras AOC (Active Optical Cable) Spec ad Maual A. Techology: BesTras Active Optical Cable (AOC) is a easy-to-use, secure coectio for home video distributio, coferece room presetatio systems, classroom
More informationRead Only Memory (ROM)
ECE 545 igital System esig with VHL Lecture A igital Logic Reresher Part A Combiatioal Logic Buildig Blocks Cot. Problem 2 What is a size o ROM with a 4-bit address iput ad a 8-bit data output? What is
More informationResearch on the Classification Algorithms for the Classical Poetry Artistic Conception based on Feature Clustering Methodology. Jin-feng LIANG 1, a
2d Iteratioal Coferece o Electrical, Computer Egieerig ad Electroics (ICECEE 2015) Research o the Classificatio Algorithms for the Classical Poetry Artistic Coceptio based o Feature Clusterig Methodology
More informationMusic 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 informationA SCORE-INFORMED PIANO TUTORING SYSTEM WITH MISTAKE DETECTION AND SCORE SIMPLIFICATION
A SCORE-INFORMED PIANO TUTORING SYSTEM WITH MISTAKE DETECTION AND SCORE SIMPLIFICATION Tsubasa Fukuda Yukara Ikemiya Katsutoshi Itoyama Kazuyoshi Yoshii Graduate School of Informatics, Kyoto University
More informationSigma 3-30KS Sigma 3-30KHS
Sigma 3-30KS Sigma 3-30KHS High-speed cetrifuge refrigerated refrigerated/ heatable www.sigma-zetrifuge.de 3 Exceptioal i every respect Sigma is a leadig iteratioal maufacturer of laboratory cetrifuges
More informationSINGING EXPRESSION TRANSFER FROM ONE VOICE TO ANOTHER FOR A GIVEN SONG. Sangeon Yong, Juhan Nam
SINGING EXPRESSION TRANSFER FROM ONE VOICE TO ANOTHER FOR A GIVEN SONG Sangeon Yong, Juhan Nam Graduate School of Culture Technology, KAIST {koragon2, juhannam}@kaist.ac.kr ABSTRACT We present a vocal
More informationMUSI-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 informationFurther Topics in MIR
Tutorial Automatisierte Methoden der Musikverarbeitung 47. Jahrestagung der Gesellschaft für Informatik Further Topics in MIR Meinard Müller, Christof Weiss, Stefan Balke International Audio Laboratories
More informationDCT 1000 Cable Terminal Installation Manual
DCT 1000 Cable Termial Istallatio Maual GUIDE CURSOR INFO MENU SELECT BYPASS CHANNEL POWER Graphical symbols ad supplemet warig markig locatios o the bottom of the appliace. This symbol meas that dagerous
More informationMultiTest Modules. EXFO FTB-3923 Specs Provided by FTB-3920 and FTB-1400
EXFO FTB-3923 Specs Provided by www.aaatesters.com MultiTest Modules FTB-3920 ad FTB-1400 1625 m light source FasTesT system Retur loss test set Visual fault locator Digital talk set Ultra-High-Power power
More informationROUNDNESS EVALUATION BY GENETIC ALGORITHMS
Chapter ROUNDNESS EVALUATION BY GENETIC ALGORITHMS Michele Lazetta ad Adrea Rossi Departmet of Mechaical, Nuclear ad Productio Egieerig Uiversity of Pisa, Via Diotisalvi 1, 56122 Pisa, Italy ABSTRACT Roudess
More informationMEMORY & 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 informationAN IMPROVED VARIABLE STEP-SIZE AFFINE PROJECTION SIGN ALGORITHM FOR ECHO CANCELLATION * Jianming Liu and Steven L Grant 1
AN IMPROVED VARIABLE SEP-SIZE AFFINE PROJECION SIGN ALGORIHM FOR ECHO CANCELLAION * Jiamig Liu ad Steve L Grat Departmet of Eectrica ad Computer Egieerig, Missouri Uiversity of Sciece ad echoogy, Roa,
More informationAnalysis, 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 informationGlobal and China Flat Panel TV (FPTV) Industry Report,
Global ad Chia Flat Pael TV (FPTV) Idustry Report, 29-2010 Global ad Chia Flat Pael TV (FPTV) Idustry Report, 29-2010 Published :Apr/ 2010 Report Code :S Report Pages :123 Form : PDF or Hard copy Delivery
More informationMinimum Span. Maximum Span Setting
Specificatio Magetic Flowmeters Electrodeless Series 10DX3121 Primary w/ 50CM2000 Coverter Miimum Liquid Coductivity 0.05 µs/cm. Allows may ew harsh process liquids to be measured with a magetic flowmeter.
More informationMUSICAL INSTRUMENT IDENTIFICATION BASED ON HARMONIC TEMPORAL TIMBRE FEATURES
MUSICAL INSTRUMENT IDENTIFICATION BASED ON HARMONIC TEMPORAL TIMBRE FEATURES Jun Wu, Yu Kitano, Stanislaw Andrzej Raczynski, Shigeki Miyabe, Takuya Nishimoto, Nobutaka Ono and Shigeki Sagayama The Graduate
More informationTranscription of the Singing Melody in Polyphonic Music
Transcription of the Singing Melody in Polyphonic Music Matti Ryynänen and Anssi Klapuri Institute of Signal Processing, Tampere University Of Technology P.O.Box 553, FI-33101 Tampere, Finland {matti.ryynanen,
More informationIncidence and Progression of Astigmatism in Singaporean Children METHODS
Icidece ad Progressio of Astigmatism i Sigaporea Childre Louis Tog, 1,2 Seag-Mei Saw, 1,2,3,4 Yu Li, 2 Kee-Seg Chia, 3 David Koh, 3 ad Doald Ta 1,2,4 PURPOSE. This study ivestigated the icidece ad progressio,
More informationEntropy ISSN by MDPI
Etropy 2003, 5, 205-23 Etropy ISSN 099-4300 2003 by MDPI www.mdpi.org/etropy The Iformatioal Patters of Laughter José A. Bea ad Pedro C. Marijuá 2 Mechaical Egieerig Departmet, CPS-Uiversity of Zaragoza;
More informationPowerStrip Automatic Cut & Strip Machine
Automatic Cut & Strip Machie 2 Fully automatic wire processig requires precisio techology tailored to your specific eeds. The combies the utmost i precisio ad performace which cover a ubeatable rage of
More informationTimbre perception
Harvard-MIT Division of Health Sciences and Technology HST.725: Music Perception and Cognition Prof. Peter Cariani Timbre perception www.cariani.com Timbre perception Timbre: tonal quality ( pitch, loudness,
More information