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1. The role of
algorithms and
software in music
production.
R A F A E L G U M E R O V

2. History and genres.
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Overview
What is a DAW?
Algorithms used in DAWs.
Live Performance and DJing.
Machine learning in music

3. History and genres

4. What is a DAW?
A Digital Audio Workstation (DAW) is software
used for recording, editing, and producing
audio tracks and music.

5. Converts analog audio signals into
digital data by sampling the amplitude
of the signal at regular intervals and
assigning numerical values to these
samples, enabling digital processing
and storage of audio on computers.
Analog-to-Digital Conversion (ADC)
Algorithms manipulate digital audio
data in real-time by applying
mathematical functions or routines to
achieve various effects and processing
tasks, such as reverb, delay, compression,
and filtering, facilitating creative
possibilities in music production.
DSP (Digital Signal Processing)
Algorithms

6. DJing

7. Machine learning in music.
Music Composition and
Generation
Music Recommendation
Systems
Music Transcription and
Analysis
ML algorithms can
analyze audio recordings
to transcribe musical
elements such as notes,
chords, rhythms, and
melodies.
Algorithms can then
generate new musical
compositions in various
styles, ranging from classical
to electronic.
Algorithms recommend
personalized playlists,
songs, and artists based
on factors such as
listening history, user
demographics, and
music similarity metrics.

8. Thank You for your
attention.