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[PPDM] Audio - Coggle Diagram
[PPDM] Audio
basics
sequence
related events
audio = related sequence of audio
basically the sound you hear
sounds continuous
sequence of sample values
sample
also known as sampling
audio conversion to digital signal
sequence
audio in computer
stored in discrete value / digital value
retreival
sample to sample matching
average amplitude matching (better)
audio signal types
time-domain
what is it
represented in normal wave diagram
the middle line pierces the mid of the wave
sine wave
features
average energy
zero crossing rate
silence ratio
subjective feature
timbre
pattern in audio
frequency-domain
what is it
represented in spikes of audio
audio spectrum from YouTube
features
bandwidth
energy distribution
harmonicity
pitch
higher pitch -> spongebob voice
audio classification
classification types
music
higher bandwidth
lower silence ratio
regular beats / timbre
speech
lower bandwidth
higher silence ratio
unique / irregular beats
frameworks
individual selection
features eliminated individually
if-else fashion
vector selection
features eliminated as vector-like tupples
terms
timbre
patterns in audio
can classify music
speech recognition