Downsampling Audio, Decimation [Explained]
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Downsampling Audio, Decimation [Explained]

Audio Basis - articles about audio

Downsampling is a kind of sample rate conversion that is dividing frequency. Sometimes, it's a decimation of samples. Read how to downsampling works.
Author: audio software developer Yuri Korzunov.


 
 

 

Why is downsampling needed?

As rule, downsampling is needed for adapting audio files for available devices and software.

Read also about sound quality optimization for DAC...

 

How do you downsample music?

You can downsample music with sample rate converter software.

You can downsample music this way:

  1. Start sample rate converter software AuI ConverteR 48x44.

  2. In the main window, push Open files button. In the open file windows, select audio files in PCM or DSD format.
     
  3. In the right of the main window, in the Format panel, select audio format (WAV, FLAC, etc.), bit depth, and sample rate what you want to get.
     
  4. In the main window (left lower part), Directory output files field, select directory, where output files will placed.
     
  5. Click Start button.
     
  6. Wait until the conversion is finished. Look for converted files in the directory that is selected in goal 4.

 

 

Read more...

 

How downsampling works

How to divide sample frequency (downsampling) two times? Every second sample of the source signal is simply removed.

Downsampling on time axis

Alternatively, downsampling may be done via interpolation. It may be done for non-multiple changing of the sample rate.

However, some non-multiple resampling types are provided via multiplying and dividing to integer values.

Read details...

 

Sound quality

The output spectrum is shown at the bottom of the picture.

The light blue area of the source spectrum is "folded" on the spectrum of audio with a divided sampling rate.

It is non-linear distortions that arise in useful spectrum band after sampling rate dividing.

 

Spectrum audio after downsampling

Downsampling

On top of the picture, we  can see the spectrum of the source audio signal with sampling rate fd. Source signal's spectrum consists of 2 areas (blue and light blue). We see light blue is placed above fd/4.

We divide 2-times the sample rate of source audio and watch to metamorphoses of its spectrum. New sample rate is fd new = fd / 2.

 

Can this be avoided?

Yes. Before dividing we need to filter (suppress) the source spectrum above fd new / 2 = fd / 4.

Downsampling with filtering

About oversampling read here...

 

 


Read about sample rate issues

 

Frequently Asked Questions

What is downsampling in audio?

Downsampling in audio is reducing of the sampling rate of an audio stream/file. Read more...

 

Does downsampling reduce audio quality?

Downsampling loses some information of audio due to lost sampling rate difference. If the target sampling rate is above 44.1 kHz, you can don't worry about the audible range.

A proper resampling tool almost doesn't cause additional losses. Read details...

 

What is the effect of downsampling?

Downsampling loses sound information and it should degrade the sound.

In the case of a target band of more than 20 kHz, proper downsampling should not cause an audible effect.

But some nuances are there. Read details...

 

How is downsampling done?

Downsampling may be done in 2 ways: decimation or interpolation.

Read details...

 

 

November 25, 2022 updated | since June 17, 2014

 
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