• Tentang Unud
  • E-Library
  • IMISSU
  • LPPM
  • E-learning
  • MOOC
  • en EN
    • en INA
    • en EN
INFORMATICS
FACULTY OF MATH AND SCIENCE
  • Home
  • Profile
    • History
    • Study Programs
    • Vision and mission
    • Academic Calender
    • Curiculum
    • Specialization
      • Multimedia System
      • Textual Mining
      • Digital Security
      • Music Information Retrieval
      • Knowledge Discovery and Management
      • Intelligent System
  • Organization
    • Laboratorium
      • Net Centric Computing Laboratory
      • Ergonomic Computation
      • Programming
      • Information System
      • Micro Computing
      • Computational and Intelligent Systems
    • Guidance and Counseling
    • Quality Assurance
      • IAPS 4.0
      • ISK
  • Cooperation
    • EASTEM
  • Student Affairs
    • Computer Student Association
    • Student Innovation Center
  • Commision
    • Computer Science Journal
    • Computer Science Electronic Journal
    • Field Work Commission
    • Final Assignment Commission
      • SINTA
      • Flowchart Thesis Examination
      • Final Assignment Exam Schedule
  • Hatikayana
    • Management
    • Tracer Study
  • Academic Document
  • Home
  • Music Information Retrieval

Music Information Retrieval

This specialization supports understanding in music data retrieval and supports music data. Applied from Music Information Retrieval is the extraction of musical characteristics, musical pattern recognition, sound synthesis, music classification, music grouping, music collection, using algorithms included in machine learning and free computing. Graduates from this specialization are expected to be able to make one type of music information retrieval system that uses one of the methods of pattern development, machine learning or delivery training. In the approval / preprocessing of music data, can use methods in digital signal approval and sound synthesis.

Specific courses for this Music Information Retrieval specialization include:

  1. Music Information Retrieval System
    Information retrieval that is relevant to the needs of users in the music field. Subject matter: Music Features for Measuring Music Similarities, Semantic Labels for Music, Music Meta-data, Music Based Similarities, User-Centric MIR, Collaborative Music Recommendations and Similarities, and others.
  2. Digital Signal Processing
    Includes audio and speech signal approval. Main Material: Sampling and Quantization, Discrete Time Signals and Systems, Laplace Transforms, Discrete Fourier Transforms, Z Transformations, Digital Filters, and others.
  3. Pattern recognition
    The branch of artificial intelligence that focuses on the method of classifying objects into specific classes. Subject matter: Feature Selection, Data Transformation, Dimension Reduction, Typical Features for Speech and Audio Classification, Template Matching and more.
  4. Sound Synthesis
    A computer system used to produce artificial sounds. Subject matter: Basic principles of Electronics and Akusti, Analog Synthesis, Hybrid Synthesis, Sampling, Digital Synthesis, Application of Sound Synthesis, and others.
  5. Introduction to Machine Learning
    Includes the design and development of algorithms that allow computers to develop links based on data. Subject matter: Decision Tree Learning, Supervised Learning Algorithms (Support Vector Machines, Artificial Neural Networks), Unsupervised Learning Algorithms, and others.
  6. Introduction to Soft Computing
    Collection of several debates that discuss the inaccuracy, conversation, and partial truth to be able to overcome easily. Main subject: Fuzzy Logic, Neuro-Fuzzy (NN + Fuzzy), Evolution Algorithm (Genetic Algorithm), Evolving Fuzzy Systems (EA + Fuzzy), and others.


News

  • Extension of Performance Pause...
    Minggu, 26 April 2020
  • KKN-PPM XXI...
    Minggu, 26 April 2020
  • Fourth Extension of Performance...
    Selasa, 12 Mei 2020
See More >>

Announcement

  • Industrial Internship in Odd Semester 2020/2021
    Minggu, 26 April 2020
  • College Student Tracer
    Minggu, 26 April 2020
  • Online Thesis Examination
    Selasa, 28 April 2020
See More >>

Agendas

  • Courses Even Academik 2019/2020
    Minggu, 26 April 2020
  • Final Exams in Even Semester Academic year 2019/2020
    Minggu, 26 April 2020
  • Lecturer Assistant
    Jumat, 8 Mei 2020
See More >>

Contact Us

Informatics Campus

Jl. Kampus Bukit Jimbaran, BF Building
Jimbaran, Badung, Badung Regency, Bali 80361

Information

  • Universitas Udayana
  • LPDP
  • LPPM Udayana
  • Career Development Center
  • Alumni
  • Science Direct
  • Proquest
  • Elsevier
  • IEEEXplore
  • IEEE Comp Society

Follow Us

© 2018 USDI - All Rights Reserved Universitas Udayana

  • Sitemap
  • Privacy Policy
  • Contact