Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY...

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Square Square wave wave Fourier Fourier Analysis Analysis
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Transcript of Square wave Fourier Analysis + + = Adding sines with multiple frequencies we can reproduce ANY...

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