AI Asia China

Elite Chinese Music School Now Offers PhDs in Music + AI

Now, China's elite Central Conservatory of Music (CCOM) has announced it is recruiting PhDs for a new Music AI and Information Technology program. CCOM says prospective students should have a background in Computer Science, AI, or Information Technology; along with musical abilities (instrument playing or singing).

On March 21 Google Magenta and PAIR celebrated Johann Sebastian Bach’s 334th birthday with an interactive AI-powered Doodle that transforms user-input notes into harmonized melodies in the German composer’s style.

AI has been exploring its musical side over the last year: Facebook AI Research introduced its universal music translation network, which leverages a multi-domain WaveNet autoencoder to generate impressive music translations from a human-whistled input melody; Google Magenta proposed the intelligent 8-button controller interface “Piano Genie” which maps user improvisations onto a full 88-keyboard piano performance; and Google researcher Jesse Engel and his team introduced efficient, high-quality audio synthesis with their generative model GANSynth.

Now, China’s elite Central Conservatory of Music (CCOM) has announced it is recruiting PhDs for a new Music AI and Information Technology program. CCOM says prospective students should have a background in Computer Science, AI, or Information Technology; along with musical abilities (instrument playing or singing). As course preparation, the school recommends four books on AI: Data Structure and Algorithms, Signals and Systems, Artificial Intelligence: A Modern Approach, and Neural Networks and Learning Machines; and a single music-related book, Fundamentals of Music Theory.

music AI

CCOM Dean Feng Yu will serve as a music training advisor; while two top Chinese AI scholars will act as mentors: Vice Dean of Tsinghua University Institute for AI Professor Maosong Sun; and Vice Dean of the School of Electronics Engineering and Computer Science at Peking University Professor Xihong Wu.

This nexus of Music + AI continues to capture the imagination of computer scientists. Bach was also celebrated in the seminal CS book Gödel, Escher, Bach: An Eternal Golden Braid, published in 1979. Forty years later the question remains: can a computer create beauty?

Stanford University offers both PhD and Master’s programs in computer-based music theory and acoustics through the Center for Computer Research in Music and Acoustics (CCRMA), and a Master’s program in Music, Science, and Technology (MST). Carnegie Mellon University offers both Bachelor’s and Master’s of Science in Music and Technology and has a Computer Music Project focusing on music theory, Cognitive Science, AI and Machine Learning. Simon Fraser University in Canada has its Metacreation Lab, where researchers explore AI in creative tasks such as music composition, sound design and audio effect generation. The Kyoto University Graduate School of Informatics Department of Intelligence Science and Technology has a cutting-edge Speech and Audio Processing Laboratory. The Vienna University of Technology’s Institute of Software Technology and Interactive Systems and its Information & Software Engineering Group conduct research on music information retrieval with Machine Learning.

CCOM showcased Music + AI at its November 2018 event An Evening of Classical Music and AI. Professional musicians performed solos on flute, violin, cello, bassoon, trumpet, clarinet, viola, saxophone, oboe, horn, trombone and erhu — with live “orchestral” accompaniment provided by AI-powered software application Cadenza Live.

image (4).png
  Violin performance by Isabelle Li Lao (劳黎) at An Evening of Classical Music and AI

Based on a new Informatics Philharmonic System, Cadenza Live is the result of a collaboration between CCOM and the Indiana University School of Informatics, Computing and Engineering. The two institutions jointly founded the Informatics Philharmonic Orchestra Laboratory in May 2018.

Indiana University Professor Christopher Raphael, who developed the Informatics Philharmonic System, explains that the system first listens to and interprets audio input from a live soloist using a Hidden Markov Model. It then uses a Kalman Filter-like model to predict and schedule its accompaniment according to the tempo and style of the player, and finally generates the accompaniment audio by phase-vocoding prerecordings of accompaniment-only tracks using its prediction model. The system continuously modifies model parameters to improve performance.

Last December Beijing’s Central University for Nationalities (CUN) and AI company Ping An Technology founded a Joint Laboratory of AI Music that aims to leverage AI in musical applications and enhance CUN’s scientific research capabilities in Music + AI.

The Conference on Sound and Music Technology (CSMT) is an annual gathering first hosted by Tsinghua University and Fudan University in 2013 to showcase interdisciplinary music studies. Topics at the 6th CSMT last November included Virtual Human and AI in Speech and Music Processing and AI algorithms for Automatic Composition of Music. There was also a special session discussing the fusion of traditional Chinese music with Computer Science and frontier technologies.


Localization: Tingting Cao | Editor: Michael Sarazen

97 comments on “Elite Chinese Music School Now Offers PhDs in Music + AI

  1. Purchase a subscription key and redeem at mcafee.com/activate to complete the McAfee security throughout your devices. Get protected from multiple online threats, email scams, malware, and other threats.
    mcafee.cm/activate

  2. Office.com/setup Home & Student 201

    Microsoft allowing users to make documents, presentations, calculations, and reports. Office.com/setup Home & Student 2019

  3. microsoft365.com/setup

    Install Microsoft 365 from microsoft365.con/setup to get all Microsoft 365 Apps on Windows, Mac, or even smartphones. .Microsoft365.com/setup

  4. https //ij.start.canon

    It is the solution for easy Canon printer drivers download. https //ij.start.canon

  5. https //ij.start.canon

    When you do connect the Canon printer into your pc, your system does not need to install the driver on it.https //ij.start.canon

  6. The https://offichomestudent2019.com provides new features, that make your work more creative and attractive. You get to know new things or learn new things from them. Office setup home & student 2019 is easy to operate and learn from the student’s point of view. It is a power-up version of Microsoft office. The Microsoft company is the only one to add such features to your PC.

  7. Your post is very useful. So you compliment us in this way. Thank you

    I am a canon print. I want to help you and I will solve your problem. Whatever your print related confusion, you can tell us and tell us that if we solve your question canon.comijsetup you should check our website. And install as such. Thank you
    https://ijstartcanonx.com/

  8. McAfee antivirus is a full threat protection based antivirus program that you can install and activate at Mcafe . You can not deny that in the present time, antivirus is the necessity of each system due to multiple threats, malware, and viruses. Mcafe.com/activate

  9. Bitdefender is the tool to provide you best security from multiple cyberattacks. It offers protection for multiple devices under one subscription, which can be managed by a single device.

  10. Primevideo.com/mytv is a platform for the prime members for the activation of the Prime video application on smart TV

    primevideo.com/mytv

  11. ava clark

    Canon printer comes with numerous types, including multifunction, single function, photo print, scanning, copy, and other so many features; however, setting up a Canon model requires an almost similar process.
    ij.start canon

  12. McAfee antivirus is a full threat protection based antivirus program that you can install and activate at Mcafe . You cannot deny that in the present time, antivirus is the necessity of each system due to multiple threats, malware, and virusesij.start canon

  13. microsoft365.com/setup is an official portal to activate and start your Microsoft 365 product including office apps, cloud services and other collaboration services. You’ll need to Sign In and enter Microsoft 365 product key.

  14. Canon printer comes with numerous types, including multifunction, single function, photo print, scanning, copy, and other so many features; however, setting up a Canon model requires an almost similar process.

  15. Canon drivers can be downloaded and install to set up the Canon ij printer completely
    ij.start.canon .

  16. McAfee antivirus is a full threat protection-based antivirus program that you can install and activate at Mcafee . You cannot deny that in the present time, antivirus is the necessity of each system due to multiple threats, malware, and viruses. Mcafe.com/activate ij.start canon

  17. A most advanced Cricut machine is best in cutting shapes, text, and photos https://www.cricutcomsetup.com/ .

  18. You can easily download the driver according to your model as ij start canon is designed with a user-friendly interface https://www.ijstartca-none.org/

  19. A most advanced Cricut machine is best in cutting shapes, text, and photos https://www.cricutcomsetup.com/.

  20. You’ll receive an automatic prompt to renew your McAfee subscription, so you can check the complete notification to renew your subscription. Or you can visit www mcafee com or its store and renew the McAfee product. https://websmcafee.com/activate/

  21. ij.start canon

    ij.start canon helps to set up canon printer. It’s the online support platform to download and install canon printer drivers, firmware, and software

  22. Microsoft365.com/setup

    Microsoft365.com/setup offers access to the Microsoft 365 software product. This portal allows downloading office apps on your 32 or 64-bit system

  23. A most advanced Cricut machine is best in cutting shapes, text, and photos https://www.cricutcomsetup.com/.

  24. ESPN is a American multinational channel. These Apps are best for streaming live cricket, live international tournaments and some unique programs . We also watch highlights of previous matches which were missed by us and also re-watch cricket matches. This app is best for cricket lovers. This app has live free channels.
    ESPN.com/activate

  25. Canon Pixma TS3322 comes with a replaceable 2-Cartridge FINE Hybrid Ink System, including an uplifted version with Wireless Connect in use, a Paper Tray on the rear side that enables reloading plain and photo paper effortlessly fast.
    ij.start.cannon/ts3322

  26. The perfect way to get started with https://msoft365setup.com/ is gathering enough information and purchasing depending on your requirement. You can then easily download and install the software package by visiting .

  27. Microsoft 365 is the best way to get all the apps of Office within one subscription

  28. Canon printers are ideal for every situation wherever you need a document, paper, or photo print or even if you wish to scan, fax, and do more ijstart.canon will make you learn how to set up a canon printer to get advanced printing features

  29. Microsoft365.com/setup is an official portal to activate and start your Microsoft 365 product including office apps, cloud services and other collaboration services. You’ll need to Sign In and enter Microsoft 365 product key.

  30. Mixed martial arts training or MMA training is a full-contact combat sport, and it’s sometimes called cage fighting. It includes multiple combat sports like martial arts, boxing, wrestling, kickboxing, Judo, karate, etc.

  31. cannon printers installation step process Now you must double-click on it to begin the installation process. When prompted to choose a method for connecting the printer, select “wireless connection” from the drop-down menu. Select the USB connection option if you have a wired connection. For Mac users, the correct password must be entered before proceeding and follow the ij start cannon steps.

  32. cannon printer adds wireless process, Turn on the Canon printer’s power button, then navigate to the settings menu and select the ‘Device Settings’ option. Following the selection of the settings, click OK and then select the option “LAN Settings” before clicking OK and follow the ij start cannon steps.

  33. On the off chance that you own a Canon printer and need to realize how to reset canon printer
    stay tuned to this manual to get all the data in regards to something similar.

  34. PIXMA MG2522 all-in-one printer is the best choice for all home printing needs and small businesses as well.. https://canonsetup-canon.com/ijsetup-mg2522/

  35. You’ve come to the right place if you need to set up your new Canon printer. Canon printers are among the most cost-effective printers available for both home and office use. Furthermore, setting up a ij.start.cannon printer is a breeze; simply download your printer driver from ij.start.canon and follow our simple setup guide to get your new printer up and running in no time.

  36. Albert smith

    It is brilliant blog. I like the way you express information to us. It is very useful for me. You are doing great job and thanks for sharing. What a wonderful post is it, i am very happy and i appreciate your effort. You are doing great job. Thanks for sharing your blog. Get best Mobile App Development Dubai service of app development you visit here site https://www.mistersaad.com/

  37. you can print your documents wirelessly from any of the convenient corners of your home with your smartphones, laptops, tablets or any other devices

  38. Setting up your canon printer will take a few moments to get ready. However, it’s important to connect your inkjet printer and PC, Laptop with a wireless connection

  39. Fox news connect code is also a live streaming Tv device, where you can enjoy various Tv shows, sports, news, music and, many more programs. Fox News is an American company that calls it FNC or Fox. The channel is with the cable-oriented service provider.

  40. Canon printers are good in terms of print quality and the printing performance they offer. These printers are cost-effective for photos. Their photo printing quality appears quite good and measures up to the users’ expectations. To quickly perform the setup process for your Canon printer, you can head over to Ij.start.canon right now.

  41. When all the things necessary for the print are ready and the printer is ready to take the printout than the process of taking the printout comes. This includes management of the driver as well as setting the print parameters.

  42. ij.start.canon to download your Canon printer and scanner drivers. You can install the latest version on your device with a set of drivers and software for each Canon printer model. Now, start unpacking your Canon printer and follow the steps to set up your printer from ij.start.canon.

  43. When you are looking to buy toys for the children, you can often check out the stores like Amazon where you can find dozens of variety of kids toys. Especially these days, many are preferring for the kids cars and among them electric cars have become so popular among the children. If looking for the kids-electriccars.co.uk, then check out the store which offers the best affordable pricing and free delivery all across the UK. You will get the max number of toys which are exclusively coming in the market with the latest stock, thus you can choose either sports cars, trucks, tractors or else even off-road kids electric cars from the store. Thus you can find the best kids ride on cars in the UK from one of the best retailer. You can also buy children kids motobikes or else kids electric scooters which are too popular among the children other than the toys like kids ride on cars. So always makes sure what your kids like and then choose the one which best suits their needs.

  44. Canon printers provide high-quality prints, making it a printer worth going for. The fast printing performance makes it easy for anyone to print large quantities of sheets. To use Canon printer features, download Canon printer software on your computer through ij start canon. After the setup process, start printing.

    Visit Site – https://ijstartcanen.com

  45. Have you just bought a new Cricut machine, unpacked it from the box, and are ready to set it up for the first time? If you are a new Cricut user, setting up the Cricut for the first time can be a little complicated. However, the cricut.com/setup guide below will let you connect the machine and use it without difficulty or much effort.
    https://martcricut.com/what-is-mart-cricut

Leave a Reply to Ij.start.canon Cancel reply

Your email address will not be published. Required fields are marked *

%d bloggers like this: