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Perceptual Audio Classification Using Principal Component Analysis
Rochester Institute of Technology RIT Scholar Works Theses 2010 Perceptual audio classification using principal component analysis Zak Burka Follow this and additional works at: https://scholarworks.rit.edu/theses Recommended Citation Burka, Zak, "Perceptual audio classification using principal component analysis" (2010). Thesis. Rochester Institute of Technology. Accessed from This Thesis is brought to you for free and open access by RIT Scholar Works. It has been accepted for inclusion in Theses by an authorized administrator of RIT Scholar Works. For more information, please contact [email protected]. Perceptual Audio Classification Using Principal Component Analysis Zak Burka A Thesis Submitted in Partial Fulfillment of the Requirements for the Degree of Master of Science in Computer Science Department of Computer Science Golisano College of Computing and Information Sciences Rochester Institute of Technology Approved May 6, 2010 Abstract The development of robust algorithms for the recognition and classifi- cation of sensory data is one of the central topics in the area of intelligent systems and computational vision research. In order to build better intelli- gent systems capable of processing environmental data accurately, current research is focusing on algorithms which try to model the types of process- ing that occur naturally in the human brain. In the domain of computer vision, these approaches to classification are being applied to areas such as facial recognition, object detection, motion tracking, and others. This project investigates the extension of these types of perceptual clas- sification techniques to the realm of acoustic data. As part of this effort, an algorithm for audio fingerprinting using principal component analysis for feature extraction and classification was developed and tested. -
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JAZZ ARTIST TITLE LABEL RETAIL ADDERLEY, CANNONBALL SOMETHIN' ELSE BLUE NOTE RM112.00 ARMSTRONG, LOUIS LOUIS ARMSTRONG PLAYS W.C. HANDY PURE PLEASURE RM188.00 ARMSTRONG, LOUIS & DUKE ELLINGTON THE GREAT REUNION (180 GR) PARLOPHONE RM124.00 AYLER, ALBERT LIVE IN FRANCE JULY 25, 1970 B13 RM136.00 BAKER, CHET DAYBREAK (180 GR) STEEPLECHASE RM139.00 BAKER, CHET IT COULD HAPPEN TO YOU RIVERSIDE RM119.00 BAKER, CHET SINGS & STRINGS VINYL PASSION RM146.00 BAKER, CHET THE LYRICAL TRUMPET OF CHET JAZZ WAX RM134.00 BAKER, CHET WITH STRINGS (180 GR) MUSIC ON VINYL RM155.00 BERRY, OVERTON T.O.B.E. + LIVE AT THE DOUBLET LIGHT 1/T ATTIC RM124.00 BIG BAD VOODOO DADDY BIG BAD VOODOO DADDY (PURPLE VINYL) LONESTAR RECORDS RM115.00 BLAKEY, ART 3 BLIND MICE UNITED ARTISTS RM95.00 BROETZMANN, PETER FULL BLAST JAZZWERKSTATT RM95.00 BRUBECK, DAVE THE ESSENTIAL DAVE BRUBECK COLUMBIA RM146.00 BRUBECK, DAVE - OCTET DAVE BRUBECK OCTET FANTASY RM119.00 BRUBECK, DAVE - QUARTET BRUBECK TIME DOXY RM125.00 BRUUT! MAD PACK (180 GR WHITE) MUSIC ON VINYL RM149.00 BUCKSHOT LEFONQUE MUSIC EVOLUTION MUSIC ON VINYL RM147.00 BURRELL, KENNY MIDNIGHT BLUE (MONO) (200 GR) CLASSIC RECORDS RM147.00 BURRELL, KENNY WEAVER OF DREAMS (180 GR) WAX TIME RM138.00 BYRD, DONALD BLACK BYRD BLUE NOTE RM112.00 CHERRY, DON MU (FIRST PART) (180 GR) BYG ACTUEL RM95.00 CLAYTON, BUCK HOW HI THE FI PURE PLEASURE RM188.00 COLE, NAT KING PENTHOUSE SERENADE PURE PLEASURE RM157.00 COLEMAN, ORNETTE AT THE TOWN HALL, DECEMBER 1962 WAX LOVE RM107.00 COLTRANE, ALICE JOURNEY IN SATCHIDANANDA (180 GR) IMPULSE -
Download Festival Makes Major Site Improvements
** NEWS ** UNDER EMBARGO UNTIL 11.30AM FRIDAY 7th APRIL 9-11 JUNE 2017 DOWNLOAD FESTIVAL MAKES MAJOR SITE IMPROVEMENTS OVER 3000 METRES OF PREVENTATIVE DRAINAGE ADDED NEW AND IMPROVED TRAFFIC MANAGEMENT PLANS 400 STRONG ‘DOG SQUAD’ TO AID DOWNLOAD FANS Download Festival, the world’s premier rock event has announced major improvement plans for the 2017 festival. New drainage systems, alternative traffic routes, improved disabled access, a 400 strong ‘Dog Squad’ to aid festival goers, and a stage relocation are among the new developments put in place to better meet the needs of Download fans. Download Festival takes place on 9 - 11 June 2017 at the spiritual home of rock in Donington Park, Leicestershire. Tickets are on sale now at downloadfestival.co.uk/tickets. Festival Republic’s Melvin Benn says: “As a festival we’re always looking to improve the experience for our customers – it’s always at the forefront of any planning we do, so the feedback we received on last year’s festival has been invaluable. We introduced the dog blog this year which has enabled us to really listen to the Download fans and take on board all suggestions, and in turn implement plans that will see this year’s Download be the best yet.” With over 70 million gallons of rain falling across the weekend – the equivalent of 106 Olympic sized swimming pools – ground conditions at last years festival were naturally waterlogged. This year sees the introduction of a new drainage system which totals over 3,000 metres and quadruples the amount in previous years. An additional 1,115 metres of new ditches have also been added to take water away from site. -
Artist Title Format Label Retail Abhorer Zygotical
ARTIST TITLE FORMAT LABEL RETAIL ABHORER ZYGOTICAL SABBATORY ANABAPT CD DIGI RM35.00 ABIGAIL THE EARLY BLACK YEARS CD RM56.00 ABIGAIL WELCOME ALL HELL FUCKERS CD RM56.00 ABOMINATION DEMOS CD DIGI RM60.00 ABORYM LIVE IN GRONINGEN CD RM35.00 ABSCESS DAWN OF INHUMANITY CD DIGIBOOK RM40.00 ABSCESS HORRORHAMMER CD RM40.00 ACROSTICHON ENGRAVED IN BLACK+BONUS CD RM55.00 AENAON HYPNOSOPHY CD RM63.00 AGGRESSION FRAGMENTED SPIRIT DEVILS CD RM50.00 AHPDEGMA SEOLFKWYLLEN CD DIGI RM56.00 AKIMBO CITY OF THE STARS CD RM60.00 ALTAR OF BETELGEUZE DARKNESS SUSTAINS THE SILENCE CD RM35.00 AMENOPHIS DEMOS 1991-1992 CD RM35.00 ANATHEMA RESONANCE CD RM45.00 ANATHEMA RESONANCE 2 CD RM45.00 ANATHEMA WERE HERE BECAUSE WERE HERE CD + DVD RM55.00 ANGERMAN NO TEARS FOR THE DEVIL CD RM63.00 ANTICHRIST SINFUL BIRTH CD RM60.00 ANTLERS BENEATH BELOW BEHOLD CD-DIGI RM70.00 APHONIC THRENODY WHEN DEATH COMES* CD RM38.00 APOSTATE VIATICUM BEFORE THE GATES OF GOMORRAH CD RM51.00 ARCANA 13 DANZA MACABRA CD DIGI RM63.00 ARCTURUS SHIPWRECKED IN OSLO CD RM63.00 ARMADILLO STRIGASKOR NR 42 CD-DIGI RM40.00 ARSTIDIR LIFSINS ALDAFÖDR OK MUNKA DROTTINN 2CD DIGI RM86.00 ARSTIDIR LIFSINS HELJARKVIDA CD DIGI RM70.00 ARSTIDIR LIFSINS JÖTUNHEIMA DOLGFERD CD DIGI RM70.00 ARSTIDIR LIFSINS THAETTIR UR SOGU NORDRS MCD DIGI RM70.00 ARSTIDIR LIFSINS VAPNA LAEKJAR ELDR CD DIGI RM70.00 ARSTIDIR LIFSINS / HELRUNAR FRAGMENTS A MYTHOLOGICAL EXCAVATION 2CD DIGI RM86.00 ARTIFICIAL BRAIN INFRARED HORIZON CD DIGI RM65.00 ASHENSPIRE SPEAK NOT OF THE LAUDANUM QUANDARY CD DIGI RM63.00 ASSEMBLY OF LIGHT -
Download Festival Sweats It out to Back Heavy Metal Truants
9-11 JUNE 2017 DOWNLOAD FESTIVAL SWEATS IT OUT TO BACK HEAVY METAL TRUANTS SPIN CLASS GETS METAL MAKEOVER www.downloadfestival.co.uk #DL2017 Download Festival stamped their style on the latest fitness trend by hosting a spin class to the very best in heavy metal music. Taking place at 1Rebel Studios in London on Wednesday 26th April, the event saw the festival and fans pedal to the metal to get behind the Heavy Metal Truants’ training schedule, ahead of their annual charity ride from London to Donington Park. The metal spin class saw a host of Truants, festival fans and the Download Dog unite to cycle, head bang and sweat it out to tracks by bands from this year’s festival. Now in its fifth year, the Heavy Metal Truants sees the rock and metal community raise money for Nordoff Robbins, Teenage Cancer Trust, and Childline, by embarking on three days of cycling, covering 164 miles from Alexandra Palace and arriving at the hallowed grounds of Donington Park on Friday June 9th. Boasting a line up of legendary titans in rock, metal and punk, this year’s Download Festival will welcome momentous performances by the almighty headliners System Of A Down, Biffy Clyro, and a ground-breaking final ever UK performance from the rock ambassadors themselves, Aerosmith. Behemoths of their genres Five Finger Death Punch, Mastodon, A Day To Remember, Slayer, Rob Zombie, AFI, Airbourne, Opeth, Dillinger Escape Plan, Simple Plan, Every Time I Die, and many many more unrivalled names alongside WWE NXT Superstars live in action, make Download Festival the most unmissable weekend for any rock fan. -
2017 MAJOR EURO Music Festival CALENDAR Sziget Festival / MTI Via AP Balazs Mohai
2017 MAJOR EURO Music Festival CALENDAR Sziget Festival / MTI via AP Balazs Mohai Sziget Festival March 26-April 2 Horizon Festival Arinsal, Andorra Web www.horizonfestival.net Artists Floating Points, Motor City Drum Ensemble, Ben UFO, Oneman, Kink, Mala, AJ Tracey, Midland, Craig Charles, Romare, Mumdance, Yussef Kamaal, OM Unit, Riot Jazz, Icicle, Jasper James, Josey Rebelle, Dan Shake, Avalon Emerson, Rockwell, Channel One, Hybrid Minds, Jam Baxter, Technimatic, Cooly G, Courtesy, Eva Lazarus, Marc Pinol, DJ Fra, Guim Lebowski, Scott Garcia, OR:LA, EL-B, Moony, Wayward, Nick Nikolov, Jamie Rodigan, Bahia Haze, Emerald, Sammy B-Side, Etch, Visionobi, Kristy Harper, Joe Raygun, Itoa, Paul Roca, Sekev, Egres, Ghostchant, Boyson, Hampton, Jess Farley, G-Ha, Pixel82, Night Swimmers, Forbes, Charline, Scar Duggy, Mold Me With Joy, Eric Small, Christer Anderson, Carina Helen, Exswitch, Seamus, Bulu, Ikarus, Rodri Pan, Frnch, DB, Bigman Japan, Crawford, Dephex, 1Thirty, Denzel, Sticky Bandit, Kinno, Tenbagg, My Mate From College, Mr Miyagi, SLB Solden, Austria June 9-July 10 DJ Snare, Ambiont, DLR, Doc Scott, Bailey, Doree, Shifty, Dorian, Skore, March 27-April 2 Web www.electric-mountain-festival.com Jazz Fest Vienna Dossa & Locuzzed, Eksman, Emperor, Artists Nervo, Quintino, Michael Feiner, Full Metal Mountain EMX, Elize, Ernestor, Wastenoize, Etherwood, Askery, Rudy & Shany, AfroJack, Bassjackers, Vienna, Austria Hemagor, Austria F4TR4XX, Rapture,Fava, Fred V & Grafix, Ostblockschlampen, Rafitez Web www.jazzfest.wien Frederic Robinson, -
MACHINE HEAD ANNOUNCE “THE EIGHTH PLAGUE” TOUR! Oakland, CA - Off on the Distant Horizon What Appears to Be a Massive Cloud Can Be Seen Blackening the Sky
FOR IMMEDIATE RELEASE June 23, 2011 MACHINE HEAD ANNOUNCE “THE EIGHTH PLAGUE” TOUR! Oakland, CA - Off on the distant horizon what appears to be a massive cloud can be seen blackening the sky. As it gets closer it becomes obvious that the "cloud" is no cloud at all, but a massive swarm preparing to descend on the shores of Europe and the U.K.. "The Eighth Plague" tour will make land on November 2nd and rip a swath across the landscape with a magnitude heretofore unseen. MACHINE HEAD, in support of their newest crushing release "Unto The Locust" (out late September 2011) will collide with the land and lay waste to every city in their path. Accompanied by very special guests Bring Me The Horizon as well as DevilDriver and Darkest Hour, "The Eighth Plague" tour promises to be the most exciting, hard-hitting tour in recent memory. "This will no doubt be the heaviest show you're going to see this year" states Machine Head frontman and guitarist Robb Flynn. "A lot of the greatest shows of our last touring cycle were in Europe and the U.K., so the prospect of this lineup combined with these crowds has us extremely stoked to get out there and tear it up! New material, great venues, killer fans... we absolutely cannot wait!" Adds Bring Me The Horizon vocalist Oliver Sykes, "We're proper excited for these dates with Machine Head! We were listening to them before we even started BMTH, so to be going on tour with them is blowin' our minds! These will be our last U.K./Euro dates before we take a break to record our next album as well, so it's gonna be mental! We honestly can't wait." Says DevilDriver vocalist Dez Fafara, "We always love touring in packages that offer a diversity of styles of metal. -
Order Form Full
METAL ARTIST TITLE LABEL RETAIL 1349 MASSIVE CAULDRON OF CHAOS (SPLATTER SEASON OF MIST RM121.00 16 LIFESPAN OF A MOTH RELAPSE RM111.00 16 LOST TRACTS OF TIME (COLOR) LAST HURRAH RM110.00 3 INCHES OF BLOOD BATTLECRY UNDER A WINTERSUN WAR ON MUSIC RM102.00 3 INCHES OF BLOOD HERE WAITS THY DOOM WAR ON MUSIC RM113.00 ACID WITCH MIDNIGHT MOVIES HELLS HEADBANGER RM110.00 ACROSS TUNDRAS DARK SONGS OF THE PRAIRIE KREATION RM96.00 ACT OF DEFIANCE BIRTH & THE BURIAL (180 GR) METAL BLADE RM147.00 ADMIRAL SIR CLOUDESLEY SHOVELL KEEP IT GREASY! (180 GR) RISE ABOVE RM149.00 ADMIRAL SIR CLOUDSLEY SHOVELL CHECK 'EM BEFORE YOU WRECK 'EM RISE ABOVE RM149.00 AGORAPHOBIC NOSEBLEED FROZEN CORPSE STUFFED WITH DOPE RELAPSE RECORDS RM111.00 AILS THE UNRAVELING FLENSER RM112.00 AIRBOURNE BLACK DOG BARKING ROADRUNNER RM182.00 ALDEBARAN FROM FORGOTTEN TOMBS KREATION RM101.00 ALL OUT WAR FOR THOSE WHO WERE CRUCIFIED VICTORY RECORDS RM101.00 ALL PIGS MUST DIE NOTHING VIOLATES THIS NATURE SOUTHERN LORD RM101.00 ALL THAT REMAINS MADNESS RAZOR & TIE RM138.00 ALTAR EGO ART COSMIC KEY CREATIONS RM119.00 ALTAR YOUTH AGAINST CHRIST COSMIC KEY CREATIONS RM123.00 AMEBIX MONOLITH (180 GR) BACK ON BLACK RM141.00 AMEBIX SONIC MASS EASY ACTION RM129.00 AMENRA ALIVE CONSOULING SOUND RM139.00 AMENRA MASS I CONSOULING SOUND RM122.00 AMENRA MASS II CONSOULING SOUND RM122.00 AMERICAN HERITAGE SEDENTARY (180 GR CLEAR) GRANITE HOUSE RM98.00 AMORT WINTER TALES KREATION RM101.00 ANAAL NATHRAKH IN THE CONSTELLATION OF THE.. (PIC) BLACK SLEEVES RM128.00 ANCIENT VVISDOM SACRIFICIAL MAGIC -
An Interview with BARONESS
ControlMAG: The Sanctuary of Rock An interview with BARONESS John Baizley Frontman announced on their official web site will work again on the production that were working on a new record… of the new record... You didn't think Baroness was formed nine Can you tell us how the recording about work with another producer years ago. However, there are process is going. The album is or do you think that John can already finished? When are you contribute a lot of new elements to people in South America that going to record…? the band and he perfectly still hasn't heard about the understands your sound too and band yet. John Baizley: The album is done and in brings another thing to the table? production. It took a couple months to get all the music and art together, but its all Sanctuary of Rock: Could you please John Baizley: I think you get something done. The process went as smoothly as really special out of a producer the tell them briefly about the band's any of our recordings go. beginnings? second time around. It was important for John Baizley: We started in 2003 in I think you get something really special out of a Savannah, GA. We wrote 6 songs initially producer the second time around. It was (the first two EPs on Hyperrealist) and hit the road with those osngs for 4 years, important for us to stay with john for this record. almost never taking a break. We played hundreds of shows a year, for next-to- Sanctuary of Rock: Relapse recently us to stay with john for this record. -
And the Shifting Geography of the Music Industry Student
….. and the Shifting Geography of the Music Industry Student: Philippe Soret Student Number: 4169808 Advisor: Dr. Huib Ernste Date: June 30, 2013 Word Count: 33,159 1 Preface Relapse Records has been a central pillar of my life since I started working there at age 18. My love of challenging and difficult music has been a part of my life even longer though. As I have worked in the industry through the years, I’ve seen many changes and developments that have been both alarming and reassuring from music that was previously relegated to the underground now being more freely accessible but, at the same time, watching revenue streams shrink on a seemingly weekly basis. This thesis is a manifestation of my desire to better understand the music industry through the eyes of one record label, and bring my experiences and ground these experiences in geographic thought and study. My biggest help in this has been my wife, Laura, who has quietly let me work 80-hour weeks with rarely a complaint. Without her, this thesis could not have been completed. Table of Contents Abstract - p.3 Executive Summary – p.3 Introduction - p.3 Research Question - p.4 Company Introduction - p.5 Significance - p.8 Definitions - p.8 Assumptions – p.10 Limitations - p.11 Literature Review - p.12 Methodology - p.28 Results - p.30 UK & the Republic of Ireland- p.30 Finland - p.43 Creative Content and Digital Geography - p.48 Global Production Networks and Their Implications – p.52 Recommendations - p.54 Physical Product - p.57 2 CD - p.58 Vinyl Records - p.59 Predictions for the Future - p. -
Dan Finn's Record Collection
Dan Finn 12/14/12 Access to Moving Image Collections Rebecca Guenther Dan Finn’s Record Collection I. The collection I have chosen is my personal collection of vinyl records. It is perhaps a little misleading to call this a collection as most collectors of records have a great many more than I do. My collection spans just one shelf of a regular size bookcase at the moment, but in total there are 164 different pieces. The collection has great personal value to me because I only buy an album on vinyl if I know I really love the music or have a pretty good idea that I will enjoy it. So though there are not many valuable records in the sense of rare first pressings or collectors’ editions, I find them all valuable as a summary of my musical taste and personal history. The historical side of the value is due to the fact that I’ve been slowly accruing the collection for over a decade, and many of the albums were purchased after seeing a band perform live. I also believe that the collection has value due to the fact that some of the records are of little known, young acts that may have in some cases already disbanded. So though the record is “rare” in the sense that my copy may be one of 50 to 500 copies ever made, the relative demand for these is not very high and so some of them might otherwise get forgotten. Apart from that I came across many of these bands and their releases through touring with my own band, and therefore these connections have sentimental value to me. -
A Place to Bury Strangers
A Place To Bury Strangers SLC Hardcore Bands Reunite Powderwhore Productions Vol 23 Issue 287 November 2012 Always Free slugmag.com slugmag.com 1 2 SaltLakeUnderGround slugmag.com 3 SaltLakeUnderGround • Vol. 23 • Issue #287 • Nov. 2012 • slugmag.com Publisher: Eighteen Percent Gray Marketing Team: Ischa B., Stephanie Editor: Angela H. Brown Buschardt, Emily Burkhart, Sabrina Costello, Managing Editor: Esther Meroño Taylor Hunsaker, Tom Espinoza, Kristina Contributing Editor: Ricky Vigil Sandi, Brooklyn Ottens, Angella Lucisano, Junior Editor: Alexander Ortega Nicole Roccanova, Briana Buendia, Raffi Office Coordinator:Gavin Sheehan Shahinian, Victoria Loveless Copy Editing Team: Rebecca Vernon, Social Media Coordinator: Catie Weimer Ricky Vigil, Esther Meroño, Liz Phillips, Rio Connelly, Alexander Ortega, Mary Enge, Distribution Manager: Eric Granato Cody Kirkland, Johnathan Ford, Eleanor Distro: Eric Granato, Tommy Dolph, Tony Scholz, Alex Cragun, Rachel Miller, Dave Bassett, Joe Jewkes, Nancy Burkhart, Joyce Stuart, Katie Bald Bennett, Adam Okeefe, Ryan Worwood, John Ford, Cody Kirkland, Nate Brooks, Ricky Cover Photo: Gary Isaacs Vigil, Matt Pothier Cover Design: Joshua Joye Lead Designer: Joshua Joye Senior Staff Writers: Mike Brown, Mariah Design Team: Eric Sapp, Eleanor Scholz Mann-Mellus, James Orme, Lance Saunders, Design Intern: Jeremy Riley Bryer Wharton, Peter Fryer, James Bennett, Ad Designers: Kent Farrington, Sumerset Ricky Vigil, Gavin Hoffman, Jon Robertson, Bivens, Christian Broadbent, Kelli Tompkins, Esther Meroño, Rebecca Vernon, Jimmy Maggie Poulton, Eric Sapp, Brad Barker, Martin, Ben Trentelman, JP, Tyler Makmell, Lindsey Morris, Paden Bischoff, Maggie Princess Kennedy, Sean Zimmerman-Wall, Zukowski, Thy Doan Cody Hudson, Shawn Mayer, Rio Connelly, Website Design: Kate Colgan Courtney Blair, Dean O. Hillis, Jessie Wood, Office Interns: Kia McGinnis, Carl Acheson Chris Proctor, Alexander Ortega, Jeanette Illustrators: Ryan Perkins, Phil Cannon, D.