**Intense Tech with Defense Mech -- DOTCNT's LSDj Wave Cruncher!** - Posted June 25th, 2019 by [DEFENSE MECHANISM](https://defensemech.com "Posts by DEFENSE MECHANISM") *Note: [traducción al Español por Pixel Guy encontrado aquí](../es/08-el-lsdj-wave-cruncher-de-dotcnt.md.html).* Welcome back to Intense Tech! In this lesson we're going to cover how to use [DOTCNT](https://www.facebook.com/dotcnt/)'s [LSDj Wave Cruncher](https://github.com/iLambda/lsdj-wave-cruncher) to take samples and generate your own custom wave synth instruments that you can patch into LSDj save files and songs! ------------------------------------------------------------------------ You may remember the previous [Intense Tech lesson featuring the LSDJ wavetable import tool](05-lsdj-wave-cruncher-instrument-library.md.html) that [4ntler created](https://github.com/stijnfrishert/liblsdj/releases), which allows for patching wavetables directly into an LSDj save file or lsdsng file, such as those from the [LSDj wave synth instrument library](https://github.com/psgcabal/lsdjsynths). But how do you generate a wavetable synth from a sample? Today we'll answer that question as we deep dive into the incredible work of [DOTCNT](https://www.facebook.com/dotcnt/), the [LSDj wave cruncher](https://github.com/iLambda/lsdj-wave-cruncher)! I had the pleasure of meeting Ada, aka [DOTCNT](https://soundcloud.com/dotcnt) in France last year, and I immediately praised her for the incredible work she had done to provide the LSDj community with this tool. In essence, the wave cruncher is a way to automate the downsampling of a single sample into the format that works with the LSDj wave synth, essentially turning it into a wavetable sampler. This allows you to play notes, bend the pitches, arpeggiate chords, and so on, in ways that you can't when playing samples from kits in the LSDj ROM. This lesson will be incorporating a lot of previous knowledge from [past Intense Tech articles](https://defensemech.com/intense-tech/), so feel free to refer back to those if you need to! The [original tool](https://github.com/iLambda/lsdj-wave-cruncher) requires you to install node, Python, and several libraries for each, but I've also compiled [binaries](https://github.com/urbster1/lsdj-wave-cruncher/releases) that should run in the command-line/terminal environment on Mac, Windows, or Linux machines without involving any setup. (If you need a refresher on the command-line/terminal, feel free to check [the article I wrote about libLSDJ as well.](04-manage-your-lsdj-save-files-with-liblsdj.md.html)) There are a few more important requirements you will need before you can start crunching some waves. First, you will need your instrument sample. Ideally this should be a .wav file that contains just 1 note. It's also important that the note be *tonal* -- that is, it needs to be a constant pitch. Think of a musical instrument that plays one note, and you'll have the idea of the kinds of sounds that will work well with wave cruncher. Sounds that work especially well are those with lots of [overtones](01-lsdj-wave-synth-deep-dive-part-1.md.html) like bells, FM e-pianos, steel drums, and so on. Sounds that won't work well are sounds that are especially noisy, or non-tonal such as snare drums, train whistles, vibra-slaps, or samples from songs by the [Red Hot Chili Peppers](https://penzeys.com). For this example, I'll use an e-piano sample. ![FM E-Piano sample](../media/epiano.mp3) Next, you will need the [wave cruncher binary](https://github.com/urbster1/lsdj-wave-cruncher/releases). Download the appropriate version for your platform and place it in the same folder as any samples you want to crunch, and [open a command line terminal to that folder](04-manage-your-lsdj-save-files-with-liblsdj.md.html). When you run wave cruncher, you'll provide it with certain parameters or arguments, like so: `crunch [SAMPLE.WAV] [NOTE|FREQUENCY|auto] --flag` "Crunch" is whichever binary you would call on your system, for Windows we would call "crunch-win.exe" followed by the filename of the instrument sample we want to use such as "epiano.wav". Following the sample is either the note such as "A4", the frequency in Hz such as "440", or simply the word "auto" which will attempt to auto-detect the frequency of the sample. Auto-detection is very nice when it works, but it may sometimes fail to detect the pitch of some overly complex waveforms, and it can take around a minute or so to work (or fail), which can be time-consuming. You can feel free to run the cruncher at this point, and if all goes well, you'll be rewarded with the output of a .snt file which can then be [patched into a save file](05-lsdj-wave-cruncher-instrument-library.md.html) using the [liblsdj wavetable patcher](https://github.com/stijnfrishert/liblsdj/releases). Let's take a look at the output when we run `crunch-win.exe epiano.wav auto` ```none $ crunch-win.exe epiano.wav auto Crunching data... Auto-detecting frequency... Frequency detected: 136.47859664570356 Hz Saving data as epiano.snt... Done! Successfully output epiano.snt! ``` At this point, we can patch "epiano.snt" to our LSDJ save file. However, we can also provide additional flags to finetune the wavetables. The first optional flag affects which wave cycles the cruncher puts into the wavetable output. By default, it takes the first 16 wave cycles. But this may not really capture the entirety of the sound of the sample, especially if the sample is long. So the first flag, `--linear`, takes a linear sampling of wave cycles from the entire waveform from beginning to end. You can think of this as slicing the entire sample evenly into 16 equal slices, and taking 1 wave cycle from each slice.\ The second flag, `--exp`, mimics a kind of exponential sampling. In other words, it takes more wave frames from the beginning and fewer wave frames from the end. This can be useful if you want to capture more of the nuance of the attack of the sample and less of the decay or release. It's probably worth playing around with these options as they can drastically change the sound of the resulting wave instrument. The next optional flag. `--normalize`, affects the volume of the sample. Adding this flag will maximize the volume of the sample before it is crunched. This is often advised if the sample hasn't been amplified because normalization generally results in better-sounding synths. Your samples may already be normalized, in which case this flag is safe to omit. The third optional flag is `--channel=0` or `--channel=1` for stereo wave files. Since the LSDj wave synth is monophonic, the wave cruncher has to select either the left or right channel of the sample to crunch. By default it uses channel 0 (left), but if you prefer, you can set the flag to channel 1 to crunch the right channel instead. The fourth optional flag is `--output=filename` which allows you to specify the output of the .snt file. By default, wave cruncher uses the filename of the wave file sample, but this can get confusing if you want to test results of different parameters for the same sample. By specifying `--output=bell-exp.snt` for instance, you can specify that the resulting .snt used the --exp flag, rather than the default or linear sampling flags. In short, it is just designed as an option to help keep things organized. Lastly, there is an optional `--analyze` flag which is simply designed to analyze frequency. It will not output a .snt file. Think of this as a test mode -- you can run the cruncher with --analyze to make sure that the pitch auto-detection doesn't fail. This can be helpful when batch processing samples just to ensure that the process will run smoothly without hiccups -- if pitch auto-detection fails, the sample won't be crunched. Auto-detection can also add about 30-60 extra seconds to process the wave file. Since the `--analyze` flag outputs the frequency that it detects, frequency can then be provided in subsequent crunches to speed up the process. Let's run the cruncher a couple more times with our epiano sample and test the results. Since it took about 45 seconds to detect the frequency, I'll provide the value instead of using 'auto' to speed things up, and see what sounds result when using the different flags. ```none $ crunch-win.exe epiano.wav 136.47859664570356 --normalize --linear --output=epiano-lin.snt Crunching data... Samples: 311847 Sample rate: 44100 Cycles: 965 Linear interpolation Taking frame every 60 cycles Saving data as epiano-lin.snt... Done! Successfully output epiano-lin.snt! ``` ```none $ crunch-win.exe epiano.wav 136.47859664570356 --normalize --exp --output=epiano-exp.snt Crunching data... Samples: 311847 Sample rate: 44100 Cycles: 965 Exponential interpolation Saving data as epiano-exp.snt... Done! Successfully output epiano-exp.snt! ``` Once you run the cruncher, you can then [follow the instructions here](05-lsdj-wave-cruncher-instrument-library.md.html) to patch your .snt files into your save files and lsdsngs! Keep in mind that you will have to set the Play, Length, and Speed parameters in the wave instrument appropriately. Depending on the tempo, try it with Play Once, Length 3, Speed 3, and adjust from there. If the result sounds good, please consider [contributing them to the LSDj synth instrument library](https://github.com/psgcabal/lsdjsynths)! Let's check the results of our instruments below. I've patched each instrument into Instruments 1, 2, and 3, and Synths 1, 2, and 3 respectively. Chains and Phrases 01, 02, and 03 will play these respective sounds. ![Each Wave synth may need different instrument parameters!](../media/epiano.mp4) Hopefully this article gives you some insight into the wave cruncher and encourages you to try crunching some of your own wave samples! Please do yourself a favor and check out more of [DOTCNT here](http://facebook.com/dotcnt/) and [here](https://soundcloud.com/dotcnt)! ------------------------------------------ I hope you enjoyed this tour through the wave cruncher! Thanks to all my patrons for their support. If you'd like to offer support, please consider [joining me on Patreon](https://patreon.com/defensem3ch). It means a lot and it helps me continue to make and host this content, pay for translations, and get your input on what kinds of articles to write next!

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Thanks again for reading, and until next time, this is [DEFENSE MECHANISM](https://defensemech.com), signing off! ----------------------------------------- Previous: [ <-- Groove Tricks Part 2 ](07-groovy-groove-and-tick-tricks-part-2.md.html) Next: [ Tables --> ](09-lets-table-this-discussion.md.html) -----------------------------------------