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choc_SincInterpolator.h
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choc_SincInterpolator.h
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//
// ██████ ██ ██ ██████ ██████
// ██ ██ ██ ██ ██ ██ ** Classy Header-Only Classes **
// ██ ███████ ██ ██ ██
// ██ ██ ██ ██ ██ ██ https://github.com/Tracktion/choc
// ██████ ██ ██ ██████ ██████
//
// CHOC is (C)2022 Tracktion Corporation, and is offered under the terms of the ISC license:
//
// Permission to use, copy, modify, and/or distribute this software for any purpose with or
// without fee is hereby granted, provided that the above copyright notice and this permission
// notice appear in all copies. THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL
// WARRANTIES WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
// AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, INDIRECT, OR
// CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS,
// WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN
// CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
#ifndef CHOC_SINC_INTERPOLATE_HEADER_INCLUDED
#define CHOC_SINC_INTERPOLATE_HEADER_INCLUDED
#include <cmath>
#include "choc_SampleBuffers.h"
namespace choc::interpolation
{
/**
Resamples the data from a choc::buffer::InterleavedView or choc::buffer::ChannelArrayView
into a destination view, using a sinc interpolation algorithm.
The source and destination buffers are expected to be different sizes, and the data will
be resampled to fit the destination, which may involve up- or down-sampling depending on
the sizes.
The number of zero-crossings determines the quality, and larger numbers will be increasingly
slow to calculate, with diminishing returns. A value of around 50 should be good enough for
any normal purpose.
*/
template <typename DestBufferOrView, typename SourceBufferOrView, uint32_t numZeroCrossings = 50>
void sincInterpolate (DestBufferOrView&& destBuffer, const SourceBufferOrView& sourceBuffer)
{
using Sample = typename std::remove_reference<DestBufferOrView>::type::Sample;
using MonoBufferView = choc::buffer::MonoView<Sample>;
constexpr auto floatZeroCrossings = static_cast<Sample> (numZeroCrossings);
constexpr auto floatPi = static_cast<Sample> (3.141592653589793238);
constexpr auto half = static_cast<Sample> (0.5);
constexpr auto one = static_cast<Sample> (1);
struct InterpolationFunctions
{
static void resampleMono (MonoBufferView destBuffer, MonoBufferView sourceBuffer)
{
auto destSize = destBuffer.getNumFrames();
auto sourceSize = sourceBuffer.getNumFrames();
if (destSize > sourceSize)
{
resampleMono (destBuffer, sourceBuffer, 1.0f);
}
else
{
choc::buffer::MonoBuffer<Sample> bandlimitedIntermediate (1, sourceSize);
resampleMono (bandlimitedIntermediate, sourceBuffer, static_cast<float> (destSize) / static_cast<float> (sourceSize));
resampleMono (destBuffer, bandlimitedIntermediate, 1.0f);
}
}
static void resampleMono (MonoBufferView destBuffer, MonoBufferView sourceBuffer, float ratio) noexcept
{
CHOC_ASSERT (sourceBuffer.data.stride == 1);
auto numFrames = destBuffer.getNumFrames();
double sourcePos = 0;
auto sourceStride = sourceBuffer.getNumFrames() / static_cast<double> (numFrames);
auto dest = destBuffer.data.data;
auto destStride = destBuffer.data.stride;
for (decltype (numFrames) i = 0; i < numFrames; ++i)
{
*dest = calculateSample (sourceBuffer, sourcePos, ratio);
dest += destStride;
sourcePos += sourceStride;
}
}
static Sample sincWindowFunction (Sample position)
{
return std::sin (position)
* (half + half * std::cos (position * (one / floatZeroCrossings)))
/ position;
}
static Sample getSincWindowLevelAt (Sample position)
{
if (position == Sample())
return one;
if (position < -floatZeroCrossings || position > floatZeroCrossings)
return {};
return sincWindowFunction (position * floatPi);
}
static Sample calculateSample (MonoBufferView source, double position, float ratio) noexcept
{
auto sourcePosition = static_cast<int> (position);
auto fractionalOffset = static_cast<float> (position - static_cast<double> (sourcePosition));
if (fractionalOffset > 0)
{
fractionalOffset = one - fractionalOffset;
++sourcePosition;
}
auto data = source.data.data;
auto numSourceFrames = source.getNumFrames();
Sample total = {};
auto numCrossings = static_cast<int> (floatZeroCrossings / ratio);
for (int i = -numCrossings; i <= numCrossings; ++i)
{
auto sourceIndex = static_cast<uint32_t> (sourcePosition + i);
if (sourceIndex < numSourceFrames)
{
auto windowPos = static_cast<Sample> (fractionalOffset + (ratio * static_cast<float> (i)));
total += getSincWindowLevelAt (windowPos) * data[sourceIndex];
}
}
return total * ratio;
}
};
// The source and dest must have the same number of channels
auto numChans = destBuffer.getNumChannels();
CHOC_ASSERT (sourceBuffer.getNumChannels() == numChans);
if (! destBuffer.getSize().isEmpty())
{
if (destBuffer.getNumFrames() != sourceBuffer.getNumFrames())
{
for (decltype (numChans) i = 0; i < numChans; ++i)
InterpolationFunctions::resampleMono (destBuffer.getChannel(i), sourceBuffer.getChannel(i));
}
else
{
copy (destBuffer, sourceBuffer);
}
}
}
} // namespace choc::audio
#endif