Audio Pattern Recognition

A.Y. 2025/2026
6
Max ECTS
48
Overall hours
SSD
INF/01
Language
English
Learning objectives
The course aims at introducing the students to fundamental concepts of data mining algorithms and how these are adapted for needs of audio signal processing and recognition. The principal
statistical modeling techniques are presented inluding neural networks and hidden Markov models.
Expected learning outcomes
The student is expected to understand the operation of the princical data mining algorithms. The student will gain the ability to design and implement the entire pipeline of an audio pattern
recognition system.
Single course

This course cannot be attended as a single course. Please check our list of single courses to find the ones available for enrolment.

Course syllabus and organization

Single session

Course syllabus
The syllabus is shared with the following courses:
- [FBA-10](https://www.unimi.it/en/ugov/of/af20260000fba-10)
INF/01 - INFORMATICS - University credits: 6
Lessons: 48 hours
Shifts:
Turno
Professor: Ntalampiras Stavros