Simple Lowpass and Highpass Filters with Python Implementation [AudioFX #009]

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Hi, my name is Jan Wilczek. I am an audio programmer and a researcher. Welcome to WolfSound!

WolfSound enables everybody to learn about audio programming!

ABOUT THE VIDEO

In this video, I present allpass-based lowpass and highpass filter structures with real-time cutoff frequency control.

You will learn
💡 What is the problem with most IIR filter design methods when it comes to music applications,
💡 What are lowpass, highpass, and allpass filters,
💡 How can we use allpass filters to design real-time controllable lowpass and highpass filters,
💡 How to implement the resulting structure in the Python programming language.

In case of any doubt in understanding, please, refer to the article above or ask a question in the comments 🙂

Video edited by Vadzim Vezhnavets.

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TIME CODES

00:00 Introduction
01:34 What is a lowpass filter?
02:07 What is a highpass filter?
02:26 The problem with most IIR lowpass & highpass filter design methods for music
03:15 What is an allpass filter?
05:37 Phase cancellation for the lowpass filter
06:21 Allpass-based lowpass filter structure explained
07:39 Amplitude response of the allpass-based lowpass filter
08:08 Cutoff frequency control
08:42 Allpass-based highpass filter structure explained
09:43 Amplitude response of the allpass-based highpass filter
10:19 Python implementation of the lowpass & highpass filter
14:57 Real-time controlled lowpass filter sound example
15:23 Summary

#python #dsp
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Thank you for the example. Q, is scipy (line 2) needed for the example in this video? I don't see its methods used anywhere.

audiodiwhy
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Great video. Instant subscribe :) Very interested in how you might implement resonance, so I'm staying tuned for more!

RossStack
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Great video. Extremely well presented and explained. This helped me a lot. Thank you.

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Thank you thank you thank you. This was the exact video that I wanted. 😀

velvetsound
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This is awesome, I’ll buy you a coffee!

savingcaustic
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Very detailed explanation, filtering is a very complex subject when you start learning DSP like me.

How to control the resonance ?

analognebula
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more design environment than the content

tovetinc