Sound Resynthesis

Sound Resynthesis-76
The note range C4-C5 also tends to work best for single sounds stretched across the keyboard.If you intend to have multiple Keyboard Zones use a sample that is in the middle of the Keyboard Zone range that it will serve (the same principle that is applied to multi-sample patches on samplers).TEST - Starts/Stops a looped play-back of the original and resynthesized 'preview' sound.

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'Aim' by fine-tuning the sound: Adjust, first the NOTE and then DETUNE controls so that the original and resynthesized sounds are closely matched (if that is your goal). For example the human voice, plosives, breath and similar untuned percussive sounds tend to acquire a 'vocoded' quality.

A good technique is to fade the BALANCE knob fully left/right after making adjustments, if you have the perfect resynthesis the sound won't change (much) as the BALANCE knob is moved. The resynthesized sound is only a preview, always 'Import charged sample' (described below) to hear the final resynthesized sound. To help resolve these issues the Noise Generator can be used to restore untuned noises to the patch.

The Normal setting is the lowest resolution while Best has the highest and works in conjunction with the SPECTRUM menu item 'Import charged sample'.

Changes to RESOLUTION will only be audible once the resynthesized sound has been loaded to a ZONE (see below).

Always 'Import charged sample' (described below) to hear the final resynthesized sound.

The most accurate resynthesis will usually require your input, nothing can beat the human ear when matching sounds.Note that you can load your own custom Noise Samples to the library if needed.'Fire', shoot the resynthesized sound to a Zone: Open the SPECTRUM menu and import the Spectra into the selected Zone (Import charged sample).Interestingly and contrary to the recent literature on image processing, we can show that PCA systematically outperforms shallow AE.Only deep and recurrent architectures (DAEs and LSTM-AEs) lead to a lower reconstruction error.If desired you can change the import resolution by selecting the RESOLUTION (Normal, High, Best) options in combination with the 'Import charged sample' step.If you have resynthesized a sample and the sound is still out of tune (and you have set the Resynthesis DETUNE range to the max) the following method may help: 6.1 If you don't need to preserve Detune settings on other Spectra, turn down the 'Control Range' Detune slider (on the main interface) to the minimum setting.This is similar to the 'Root Note' function in a Sampler and is the main control to adjust when matching the resynthesized sound with the original sample.RESOLUTION - Changes the rate at which Breakpoints are laid down (similar to sample rate).Favor samples without effects and in the MIDI note range C4 to C5 for the best results.NOTE - Change the root note of the resynthesized sound (the note that corresponds to the original pitch of the sound).

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