square wave fourier analysis + + = adding sines with multiple frequencies we can reproduce any shape

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Square Square wave wave Fourier Fourier Analysis Analysis

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Page 1: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Square waveSquare wave

Fourier AnalysisFourier Analysis

Page 2: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

+

+

=

sin(2 )f t

1sin(2 3 )

3f t

1sin(2 5 )

5f t

1sin(2 ) sin(2 2 )

31

sin(2 5 )5

f t f t

f t

Page 3: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Adding sines with Adding sines with multiple frequencies we multiple frequencies we

can reproduce ANY can reproduce ANY shapeshape

Page 4: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Joseph Fourier (1768-1830)Joseph Fourier (1768-1830)

Page 5: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

1 1 2 2 3 3( ) sin(2 ) sin(2 2 ) sin(2 3 ) ...P t A f t A f t A f t

ANYANYperiodic periodic functionfunction

fundamentalfundamental 11stst harmonic harmonic 22ndnd harmonic harmonic

integer multiples of integer multiples of fundamental frequencyfundamental frequency

Page 6: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

AAii and and i i wave shapewave shape

timbretimbre

Page 7: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Ohm’s lawOhm’s law

We (We (pretty muchpretty much) can’t hear the phases) can’t hear the phases

sin(2 ) 0.5sin(2 2 )

0.2sin(2 3 ) sin(2 4 )

f t f t

f t f t

sin(2 ) 0.5sin(2 2 )

0.2sin(2 3 ) sin(2 4 )4

f t f t

f t f t

Page 8: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

AA i i timbretimbrebut not but not ii

Page 9: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Fourier spectrumFourier spectrum

same same information information (except the (except the

phases)phases)

ff

AA

Page 10: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Examples of Fourier spectraExamples of Fourier spectra

Page 11: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape
Page 12: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Clarinet nowClarinet now

Page 13: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

It is now a great time to read It is now a great time to read chapter 4 of Berg & Storkchapter 4 of Berg & Stork

Page 14: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Roughly …Roughly …

Amplitude LoudnessAmplitude Loudness

Frequency PitchFrequency Pitch

Wave shape TimbreWave shape Timbre

Page 15: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

But …But …

Tone qualityTone quality

other things contributing to other things contributing to timbre besides the waveform of timbre besides the waveform of

the steady tonethe steady tone

Page 16: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Roughly …Roughly …

Amplitude LoudnessAmplitude Loudness

Frequency PitchFrequency Pitch

Wave shape TimbreWave shape Timbre

Page 17: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

It is the wave shape of the It is the wave shape of the whole sound that matters, whole sound that matters,

not only of the “steady not only of the “steady state”state”

Regarding timbre …Regarding timbre …

Page 18: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Attack and decay transientsAttack and decay transients

Page 19: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Spectrum decaySpectrum decay

Page 20: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

InharmonicitiesInharmonicities

sin(2 ) sin(2 2.01 ) sin(2 3.1 )f t f t f t

sin(2 ) sin(2 2 ) sin(2 3 )f t f t f t

higher harmonics higher harmonics slightly off the slightly off the

integer x f valueinteger x f value

Page 21: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

VibratoVibrato

TremoloTremolo

oscillation in oscillation in frequencyfrequency

oscillation in oscillation in amplitudeamplitude

Page 22: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

FormantsFormants

Page 23: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Chorus effectChorus effect

[let us all sing together][let us all sing together]

Page 24: Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY shape

Some real examplesSome real examples

but first, but first, spectrographsspectrographs