UnrealEngineUWP/Engine/Source/Runtime/SignalProcessing/Private/FloatArrayMath.cpp

// Copyright Epic Games, Inc. All Rights Reserved.

#include "DSP/FloatArrayMath.h"
#include "CoreMinimal.h"
#include "Math/UnrealMathVectorConstants.h"
#include "SignalProcessingModule.h"

#if INTEL_ISPC && !UE_BUILD_SHIPPING
#include "HAL/IConsoleManager.h"
#endif

#if INTEL_ISPC
#include "FloatArrayMath.ispc.generated.h"
#endif

#if INTEL_ISPC && !UE_BUILD_SHIPPING
bool bAudio_FloatArrayMath_ISPC_Enabled = true;
FAutoConsoleVariableRef CVarAudioFloatArrayMathISPCEnabled(TEXT("au.FloatArrayMath.ISPC"), bAudio_FloatArrayMath_ISPC_Enabled, TEXT("Whether to use ISPC optimizations in audio float array math operations"));
#endif

namespace Audio
{
	namespace MathIntrinsics
	{
		const float Loge10 = FMath::Loge(10.f);
		const int32 SimdMask = 0xFFFFFFFC;
		const int32 NotSimdMask = 0x00000003;
	}

	void ArraySum(TArrayView<const float> InValues, float& OutSum)
	{
		OutSum = 0.f;

		int32 Num = InValues.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySum(InValues.GetData(), OutSum, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				VectorRegister4Float Total = VectorSetFloat1(0.f);

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InValues[i]);
					Total = VectorAdd(Total, VectorData);
				}

				float Val[4];
				VectorStore(Total, Val);
				OutSum += Val[0] + Val[1] + Val[2] + Val[3];
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					OutSum += InValues[i];
				}
			}

		}
	}

	void ArraySum(const FAlignedFloatBuffer& InValues, float& OutSum)
	{
		TArrayView<const float> InValuesView(InValues.GetData(), InValues.Num());

		ArraySum(InValuesView, OutSum);
	}

	void ArraySum(TArrayView<const float> InFloatBuffer1, TArrayView<const float> InFloatBuffer2, TArrayView<float> OutputBuffer)
	{
		checkf(InFloatBuffer1.Num() == InFloatBuffer2.Num(), TEXT("Input buffers must be equal length"));

		const int32 Num = InFloatBuffer1.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySum2(InFloatBuffer1.GetData(), InFloatBuffer2.GetData(), OutputBuffer.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input1 = VectorLoad(&InFloatBuffer1[i]);
					VectorRegister4Float Input2 = VectorLoad(&InFloatBuffer2[i]);

					VectorRegister4Float Output = VectorAdd(Input1, Input2);
					VectorStore(Output, &OutputBuffer[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					OutputBuffer[i] = InFloatBuffer1[i] + InFloatBuffer2[i];
				}
			}
		}
	}

	void ArraySum(const FAlignedFloatBuffer& InFloatBuffer1, const FAlignedFloatBuffer& InFloatBuffer2, FAlignedFloatBuffer& OutputBuffer)
	{
		const int32 InNum = InFloatBuffer1.Num();
		OutputBuffer.Reset(InNum);
		OutputBuffer.AddUninitialized(InNum);

		TArrayView<const float> InFloatBuffer1View(InFloatBuffer1.GetData(), InNum);
		TArrayView<const float> InFloatBuffer2View(InFloatBuffer2.GetData(), InNum);
		TArrayView<float> OutputBufferView(OutputBuffer.GetData(), InNum);

		ArraySum(InFloatBuffer1View, InFloatBuffer2View, OutputBufferView);
	}

	void ArrayCumulativeSum(TArrayView<const float> InView, TArray<float>& OutData)
	{
		// Initialize output data
		int32 Num = InView.Num();
		OutData.Reset();
		OutData.AddUninitialized(Num);

		if (Num < 1)
		{
			return;
		}

		float* OutDataPtr = OutData.GetData();
		const float* InViewPtr = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayCumulativeSum(InViewPtr, OutDataPtr, Num);
#endif
		}
		else
		{
			// Start summing
			*OutDataPtr = *InViewPtr++;
	
			for (int32 i = 1; i < Num; i++)
			{
				float Temp = *OutDataPtr++ + *InViewPtr++;
				*OutDataPtr = Temp;
			}
		}
	}

	void ArrayMean(TArrayView<const float> InView, float& OutMean)
	{
		OutMean = 0.f;

		const int32 Num = InView.Num();

		if (Num < 1)
		{
			return;
		}

		const float* DataPtr = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMean(DataPtr, OutMean, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				OutMean += DataPtr[i];
			}
	
			OutMean /= static_cast<float>(Num);
		}
	}

	void ArrayMeanSquared(TArrayView<const float> InView, float& OutMean)
	{
		OutMean = 0.0f;

		const int32 Num = InView.Num();

		if (Num < 1)
		{
			return;
		}

		const float* DataPtr = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMeanSquared(DataPtr, OutMean, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				OutMean += DataPtr[i] * DataPtr[i];
			}
	
			OutMean /= static_cast<float>(Num);
		}
	}

	float ArrayGetMagnitude(TArrayView<const float> Buffer)
	{
		const int32 Num = Buffer.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			return ispc::ArrayGetMagnitude(Buffer.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			float Sum = 0.0f;

			if (NumToSimd)
			{
				VectorRegister4Float VectorSum = VectorZero();

				const float Exponent = 2.0f;
				VectorRegister4Float ExponentVector = VectorLoadFloat1(&Exponent);

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input = VectorPow(VectorLoad(&Buffer[i]), ExponentVector);
					VectorSum = VectorAdd(VectorSum, Input);
				}

				float PartionedSums[4];
				VectorStore(VectorSum, PartionedSums);

				Sum += PartionedSums[0] + PartionedSums[1] + PartionedSums[2] + PartionedSums[3];
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					Sum += Buffer[i] * Buffer[i];
				}
			}

			return FMath::Sqrt(Sum);
		}
	}

	float ArrayGetMagnitude(const FAlignedFloatBuffer& Buffer)
	{
		TArrayView<const float> BufferView(Buffer.GetData(), Buffer.Num());
		return ArrayGetMagnitude(BufferView);
	}

	float ArrayGetAverageValue(TArrayView<const float> Buffer)
	{
		const int32 Num = Buffer.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			return ispc::ArrayGetAverageValue(Buffer.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			float Sum = 0.0f;

			if (NumToSimd)
			{
				VectorRegister4Float VectorSum = VectorZero();

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input = VectorLoad(&Buffer[i]);
					VectorSum = VectorAdd(VectorSum, Input);
				}

				float PartionedSums[4];
				VectorStore(VectorSum, PartionedSums);

				Sum += PartionedSums[0] + PartionedSums[1] + PartionedSums[2] + PartionedSums[3];
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					Sum += Buffer[i];
				}
			}

			return Sum / Num;
		}
	}

	float ArrayGetAverageValue(const FAlignedFloatBuffer& Buffer)
	{
		TArrayView<const float> BufferView(Buffer.GetData(), Buffer.Num());
		return ArrayGetAverageValue(BufferView);
	}

	float ArrayGetAverageAbsValue(const FAlignedFloatBuffer& Buffer)
	{
		TArrayView<const float> BufferView(Buffer.GetData(), Buffer.Num());
		return ArrayGetAverageAbsValue(BufferView);
	}

	float ArrayGetAverageAbsValue(TArrayView<const float> Buffer)
	{
		const int32 Num = Buffer.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			return ispc::ArrayGetAverageAbsValue(Buffer.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			float Sum = 0.0f;

			if (NumToSimd)
			{
				VectorRegister4Float VectorSum = VectorZero();

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input = VectorAbs(VectorLoad(&Buffer[i]));
					VectorSum = VectorAdd(VectorSum, Input);
				}

				float PartionedSums[4];
				VectorStore(VectorSum, PartionedSums);

				Sum += PartionedSums[0] + PartionedSums[1] + PartionedSums[2] + PartionedSums[3];
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					Sum += FMath::Abs(Buffer[i]);
				}
			}

			return Sum / Num;
		}
	}

	void ArrayMeanFilter(TArrayView<const float> InView, int32 WindowSize, int32 WindowOrigin, TArray<float>& OutData)
	{
		// a quick but sinful implementation of a mean filter. encourages floating point rounding errors. 
		check(WindowOrigin < WindowSize);
		check(WindowOrigin >= 0);
		check(WindowSize > 0);

		// Initialize output data
		const int32 Num = InView.Num();
		OutData.Reset();
		OutData.AddUninitialized(Num);

		if (Num < 1)
		{
			return;
		}
		
		// Use cumulative sum to avoid multiple summations 
		// Instead of summing over InView[StartIndex:EndIndex], avoid all that
		// calculation by taking difference of cumulative sum at those two points:
		//  cumsum(X[0:b]) - cumsum(X[0:a]) = sum(X[a:b])
		TArray<float> SummedData;
		ArrayCumulativeSum(InView, SummedData);
		const float LastSummedData = SummedData.Last();

		float* OutDataPtr = OutData.GetData();
		const float* SummedDataPtr = SummedData.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMeanFilter(SummedDataPtr, WindowSize, WindowOrigin, OutDataPtr, LastSummedData, Num);
#endif
		}
		else
		{
			const int32 LastIndexBeforeEndBoundaryCondition = FMath::Max(WindowOrigin + 1, Num - WindowSize + WindowOrigin + 1);
			const int32 StartOffset = -WindowOrigin - 1;
			const int32 EndOffset = WindowSize - WindowOrigin - 1;
			const int32 WindowTail = WindowSize - WindowOrigin;
	
			if ((WindowSize - WindowOrigin) < Num)
			{
				// Handle boundary condition where analysis window precedes beginning of array.
				for (int32 i = 0; i < (WindowOrigin + 1); i++)
				{
					OutDataPtr[i] = SummedDataPtr[i + EndOffset] / FMath::Max(1.f, static_cast<float>(WindowTail + i));
				}
	
				// No boundary conditions to handle here.	
				const float MeanDivisor = static_cast<float>(WindowSize);
				for (int32 i = WindowOrigin + 1; i < LastIndexBeforeEndBoundaryCondition; i++)
				{
					OutDataPtr[i] = (SummedDataPtr[i + EndOffset] - SummedDataPtr[i + StartOffset]) / MeanDivisor;
				}
			}
			else
			{
				// Handle boundary condition where window precedes beginning and goes past end of array
				const float ArrayMean = LastSummedData / static_cast<float>(Num);
				for (int32 i = 0; i < LastIndexBeforeEndBoundaryCondition; i++)
				{
					OutDataPtr[i] = ArrayMean;
				}
			}
	
			// Handle boundary condition where analysis window goes past end of array.
			for (int32 i = LastIndexBeforeEndBoundaryCondition; i < Num; i++)
			{
				OutDataPtr[i] = (LastSummedData - SummedDataPtr[i + StartOffset]) / static_cast<float>(Num - i + WindowOrigin);
			}
		}
	}

	void ArrayMaxFilter(TArrayView<const float> InView, int32 WindowSize, int32 WindowOrigin, TArray<float>& OutData)
	{
		// A reasonable implementation of a max filter for the data we're interested in, though surely not the fastest.
		check(WindowOrigin < WindowSize);
		check(WindowOrigin >= 0);
		check(WindowSize > 0);
		
		int32 StartIndex = -WindowOrigin;
		int32 EndIndex = StartIndex + WindowSize;

		// Initialize output
		int32 Num = InView.Num();
		OutData.Reset();
		OutData.AddUninitialized(Num);

		if (Num < 1)
		{
			return;
		}

		// Get max in first window
		int32 ActualStartIndex = 0;
		int32 ActualEndIndex = FMath::Min(EndIndex, Num);

		const float* InViewPtr = InView.GetData();
		float* OutDataPtr = OutData.GetData();
		int32 MaxIndex = 0;
		float MaxValue = InView[0];

		for (int32 i = ActualStartIndex; i < ActualEndIndex; i++)
		{
			if (InViewPtr[i] > MaxValue)
			{
				MaxValue = InViewPtr[i];
				MaxIndex = i;
			}		
		}
		OutDataPtr[0] = MaxValue;

		StartIndex++;
		EndIndex++;

		// Get max in remaining windows
		for (int32 i = 1; i < Num; i++)
		{
			ActualStartIndex = FMath::Max(StartIndex, 0);
			ActualEndIndex = FMath::Min(EndIndex, Num);

			if (MaxIndex < StartIndex)
			{
				// We need to evaluate the entire window because the previous maximum value was not in this window.
				MaxIndex = ActualStartIndex;
				MaxValue = InViewPtr[MaxIndex];
				for (int32 j = ActualStartIndex + 1; j < ActualEndIndex; j++)
				{
					if (InViewPtr[j] > MaxValue)
					{
						MaxIndex = j;
						MaxValue = InViewPtr[MaxIndex];
					}
				}
			}
			else
			{
				// We only need to inspect the newest sample because the previous maximum value was in this window.
				if (InViewPtr[ActualEndIndex - 1] > MaxValue)
				{
					MaxIndex = ActualEndIndex - 1;
					MaxValue = InViewPtr[MaxIndex];
				}
			}

			OutDataPtr[i] = MaxValue;

			StartIndex++;
			EndIndex++;
		}
	}

	void ArrayGetEuclideanNorm(TArrayView<const float> InView, float& OutEuclideanNorm)
	{
		// Initialize output.
		OutEuclideanNorm = 0.0f;
		const int32 Num = InView.Num();
		const float* InViewData = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayGetEuclideanNorm(InViewData, OutEuclideanNorm, Num);
#endif
		}
		else
		{
			// Sum it up.
			for (int32 i = 0; i < Num; i++)
			{
				OutEuclideanNorm += InViewData[i] * InViewData[i];
			}
	
			OutEuclideanNorm = FMath::Sqrt(OutEuclideanNorm);
		}
	}

	void ArrayAbs(TArrayView<const float> InBuffer, TArrayView<float> OutBuffer)
	{
		const int32 Num = InBuffer.Num();
		check(OutBuffer.Num() == Num);

		const float* InData = InBuffer.GetData();
		float* OutData = OutBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayAbs(InData, OutData, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				OutData[i] = FMath::Abs(InData[i]);
			}
		}
	}


	void ArrayAbsInPlace(TArrayView<float> InView)
	{
		const int32 Num = InView.Num();
		float* Data = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayAbsInPlace(Data, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				Data[i] = FMath::Abs(Data[i]);
			}
		}
	}

	void ArrayClampMinInPlace(TArrayView<float> InView, float InMin)
	{
		const int32 Num = InView.Num();
		float* Data = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayClampMinInPlace(Data, InMin, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				Data[i] = FMath::Max(InMin, Data[i]);
			}
		}
	}

	void ArrayClampMaxInPlace(TArrayView<float> InView, float InMax)
	{
		const int32 Num = InView.Num();
		float* Data = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayClampMaxInPlace(Data, InMax, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				Data[i] = FMath::Min(InMax, Data[i]);
			}
		}
	}

	void ArrayClampInPlace(TArrayView<float> InView, float InMin, float InMax)
	{
		const int32 Num = InView.Num();
		float* Data = InView.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayClampInPlace(Data, InMin, InMax, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				Data[i] = FMath::Clamp(Data[i], InMin, InMax);
			}
		}
	}

	void ArrayMinMaxNormalize(TArrayView<const float> InView, TArray<float>& OutArray)
	{
		const int32 Num = InView.Num();
		OutArray.Reset(Num);

		if (Num < 1)
		{
			return;
		}

		OutArray.AddUninitialized(Num);

		const float* InDataPtr = InView.GetData();
		float* OutDataPtr = OutArray.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMinMaxNormalize(InDataPtr, OutDataPtr, Num);
#endif
		}
		else
		{
			float MaxValue = InDataPtr[0];
			float MinValue = InDataPtr[0];
	
			// determine min and max
			for (int32 i = 1; i < Num; i++)
			{
				if (InDataPtr[i] < MinValue)
				{
					MinValue = InDataPtr[i];
				}
				else if (InDataPtr[i] > MaxValue)
				{
					MaxValue = InDataPtr[i];
				}
			}
	
			// Normalize data by subtracting minimum value and dividing by range
			float Scale = 1.f / FMath::Max(SMALL_NUMBER, MaxValue - MinValue);
			for (int32 i = 0; i < Num; i++)
			{
				OutDataPtr[i] = (InDataPtr[i] - MinValue) * Scale;
			}
		}
	}
	
	float ArrayMaxAbsValue(const TArrayView<const float> InView)
	{
		const int32 Num = InView.Num();
		const float* Data = InView.GetData();

		float Max = 0.f;
		const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
		const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

		VectorRegister4Float MaxVector = VectorSetFloat1(0.f);
		
		if (NumToSimd)
		{
			for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
			{
				VectorRegister4Float Input1 = VectorLoad(&Data[i]);

				MaxVector = VectorMax(MaxVector, VectorAbs(Input1));
			}

			AlignedFloat4 OutArray(MaxVector);
			
			Max =  FMath::Max(FMath::Max(OutArray[0], OutArray[1]), FMath::Max(OutArray[2], OutArray[3]));
		}

		if (NumNotToSimd)
		{
			for (int32 i = NumToSimd; i < Num; ++i)
			{
				Max = FMath::Max(FMath::Abs(Data[i]), Max);
			}
		}

		return Max;
	}

	void ArrayMultiplyInPlace(TArrayView<const float> InFloatBuffer, TArrayView<float> BufferToMultiply)
	{
		checkf(InFloatBuffer.Num() == BufferToMultiply.Num(), TEXT("Input buffers must be equal length"));

		const int32 Num = BufferToMultiply.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMultiplyInPlace(InFloatBuffer.GetData(), BufferToMultiply.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input1 = VectorLoad(&InFloatBuffer[i]);
					VectorRegister4Float Output = VectorLoad(&BufferToMultiply[i]);

					Output = VectorMultiply(Input1, Output);
					VectorStore(Output, &BufferToMultiply[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					BufferToMultiply[i] = InFloatBuffer[i] * BufferToMultiply[i];
				}
			}
		}
	}

	void ArrayMultiplyInPlace(const FAlignedFloatBuffer& InFloatBuffer, FAlignedFloatBuffer& BufferToMultiply)
	{
		const int32 InNum = BufferToMultiply.Num();
		TArrayView<const float> InFloatBufferView(InFloatBuffer.GetData(), InNum);
		TArrayView<float> BufferToMultiplyView(BufferToMultiply.GetData(), InNum);

		ArrayMultiplyInPlace(InFloatBufferView, BufferToMultiplyView);
	}

	void ArrayComplexMultiplyInPlace(TArrayView<const float> InValues1, TArrayView<float> InValues2)
	{
		check(InValues1.Num() == InValues2.Num());

		const int32 Num = InValues1.Num();

		// Needs to be in interleaved format.
		check((Num % 2) == 0);

		const float* InData1 = InValues1.GetData();
		float* InData2 = InValues2.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayComplexMultiplyInPlace(InData1, InData2, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				const VectorRegister4Float RealSignFlip = MakeVectorRegister(-1.f, 1.f, -1.f, 1.f);

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData1 = VectorLoad(&InData1[i]);
					VectorRegister4Float VectorData2 = VectorLoad(&InData2[i]);

					VectorRegister4Float VectorData1Real = VectorSwizzle(VectorData1, 0, 0, 2, 2);
					VectorRegister4Float VectorData1Imag = VectorSwizzle(VectorData1, 1, 1, 3, 3);
					VectorRegister4Float VectorData2Swizzle = VectorSwizzle(VectorData2, 1, 0, 3, 2);

					VectorRegister4Float Result = VectorMultiply(VectorData1Imag, VectorData2Swizzle);
					Result = VectorMultiply(Result, RealSignFlip);
					Result = VectorMultiplyAdd(VectorData1Real, VectorData2, Result);

					VectorStore(Result, &InData2[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i += 2)
				{
					float Real = (InData1[i] * InData2[i]) - (InData1[i + 1] * InData2[i + 1]);
					float Imag = (InData1[i] * InData2[i + 1]) + (InData1[i + 1] * InData2[i]);
					InData2[i] = Real;
					InData2[i + 1] = Imag;
				}
			}
		}
	}

	void ArrayComplexMultiplyInPlace(const FAlignedFloatBuffer& InValues1, FAlignedFloatBuffer& InValues2)
	{
		TArrayView<const float> Values1View(InValues1.GetData(), InValues1.Num());
		TArrayView<float> Values2View(InValues2.GetData(), InValues2.Num());

		ArrayComplexMultiplyInPlace(Values1View, Values2View);
	}

	void ArrayMultiplyByConstant(TArrayView<const float> InFloatBuffer, float InValue, TArrayView<float> OutFloatBuffer)
	{
		check(InFloatBuffer.Num() == OutFloatBuffer.Num());

		const int32 Num = InFloatBuffer.Num();

		// Get ptrs to audio buffers to avoid bounds check in non-shipping builds
		const float* InBufferPtr = InFloatBuffer.GetData();
		float* OutBufferPtr = OutFloatBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMultiplyByConstant(InBufferPtr, InValue, OutBufferPtr, Num);
#endif
		}
		else
		{
			// Can only SIMD on multiple of 4 buffers, we'll do normal multiples on last bit
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				// Load the single value we want to multiply all values by into a vector register
				const VectorRegister4Float MultiplyValue = VectorLoadFloat1(&InValue);
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					// Load the next 4 samples of the input buffer into a register
					VectorRegister4Float InputBufferRegister = VectorLoad(&InBufferPtr[i]);

					// Perform the multiply
					VectorRegister4Float Temp = VectorMultiply(InputBufferRegister, MultiplyValue);

					// Store results into the output buffer
					VectorStore(Temp, &OutBufferPtr[i]);
				}
			}

			if (NumNotToSimd)
			{
				// Perform remaining non-simd values left over
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					OutBufferPtr[i] = InValue * InBufferPtr[i];
				}
			}
		}
	}

	void ArrayMultiplyByConstant(const FAlignedFloatBuffer& InFloatBuffer, float InValue, FAlignedFloatBuffer& OutFloatBuffer)
	{
		TArrayView<const float> InFloatBufferView(InFloatBuffer.GetData(), InFloatBuffer.Num());
		TArrayView<float> OutFloatBufferView(OutFloatBuffer.GetData(), OutFloatBuffer.Num());

		ArrayMultiplyByConstant(InFloatBufferView, InValue, OutFloatBufferView);
	}

	void ArrayMultiplyByConstantInPlace(TArrayView<float> InOutBuffer, float InGain)
	{
		int32 Num = InOutBuffer.Num();
		float* InOutData = InOutBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMultiplyByConstantInPlace(InOutData, Num, InGain);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float Gain = VectorLoadFloat1(&InGain);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Output = VectorLoad(&InOutData[i]);
					Output = VectorMultiply(Output, Gain);
					VectorStore(Output, &InOutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InOutData[i] *= InGain;
				}
			}
		}
	}

	void ArrayMultiplyByConstantInPlace(FAlignedFloatBuffer& InOutBuffer, float InGain)
	{
		TArrayView<float> InOutBufferView(InOutBuffer.GetData(), InOutBuffer.Num());

		ArrayMultiplyByConstantInPlace(InOutBufferView, InGain);
	}

	void ArrayAddInPlace(TArrayView<const float> InValues, TArrayView<float> InAccumulateValues)
	{
		check(InValues.Num() == InAccumulateValues.Num());

		const int32 Num = InValues.Num();

		const float* InData = InValues.GetData();
		float* InAccumulateData = InAccumulateValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayAddInPlace(InData, InAccumulateData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InData[i]);
					VectorRegister4Float VectorAccumData = VectorLoad(&InAccumulateData[i]);

					VectorRegister4Float VectorOut = VectorAdd(VectorData, VectorAccumData);
					VectorStore(VectorOut, &InAccumulateData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InAccumulateData[i] += InData[i];
				}
			}
		}
	}

	void ArrayAddInPlace(const FAlignedFloatBuffer& InValues, FAlignedFloatBuffer& InAccumulateValues)
	{
		TArrayView<const float> ValuesView(InValues.GetData(), InValues.Num());
		TArrayView<float> AccumulateView(InAccumulateValues.GetData(), InAccumulateValues.Num());

		ArrayAddInPlace(ValuesView, AccumulateView);
	}

	void ArrayAddConstantInplace(TArrayView<float> InOutBuffer, float InConstant)
	{
		int32 Num = InOutBuffer.Num();
		float* InOutData = InOutBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayAddConstantInplace(InOutData, Num, InConstant);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float Constant = VectorLoadFloat1(&InConstant);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Output = VectorLoad(&InOutData[i]);
					Output = VectorAdd(Output, Constant);
					VectorStore(Output, &InOutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InOutData[i] += InConstant;
				}
			}
		}
	}

	// Adds a constant to a buffer (useful for DC offset removal)
	void ArrayAddConstantInplace(FAlignedFloatBuffer& InOutBuffer, float InConstant)
	{
		TArrayView<float> InOutBufferView(InOutBuffer.GetData(), InOutBuffer.Num());

		ArrayAddConstantInplace(InOutBufferView, InConstant);
	}

	void ArrayMultiplyAddInPlace(TArrayView<const float> InValues, float InMultiplier, TArrayView<float> InAccumulateValues)
	{
		check(InValues.Num() == InAccumulateValues.Num());
		
		const int32 Num = InValues.Num();

		const float* InData = InValues.GetData();
		float* InAccumulateData = InAccumulateValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMultiplyAddInPlace(InData, InMultiplier, InAccumulateData, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				InAccumulateData[i] += InData[i] * InMultiplier;
			}
		}
	}

	void ArrayMultiplyAddInPlace(const FAlignedFloatBuffer& InValues, float InMultiplier, FAlignedFloatBuffer& InAccumulateValues)
	{
		TArrayView<const float> InValuesView(InValues.GetData(), InValues.Num());
		TArrayView<float> InAccumulateValuesView(InAccumulateValues.GetData(), InAccumulateValues.Num());

		ArrayMultiplyAddInPlace(InValuesView, InMultiplier, InAccumulateValuesView);
	}

	void ArrayLerpAddInPlace(TArrayView<const float> InValues, float InStartMultiplier, float InEndMultiplier, TArrayView<float> InAccumulateValues)
	{
		check(InValues.Num() == InAccumulateValues.Num());

		const int32 Num = InValues.Num();

		const float* InData = InValues.GetData();
		float* InAccumulateData = InAccumulateValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayLerpAddInPlace(InData, InStartMultiplier, InEndMultiplier, InAccumulateData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const float Delta = (InEndMultiplier - InStartMultiplier) / FMath::Max(1.f, static_cast<float>(Num - 1));

			const float FourByDelta = 4.f * Delta;
			VectorRegister4Float VectorDelta = MakeVectorRegister(FourByDelta, FourByDelta, FourByDelta, FourByDelta);
			VectorRegister4Float VectorMultiplier = MakeVectorRegister(InStartMultiplier, InStartMultiplier + Delta, InStartMultiplier + 2.f * Delta, InStartMultiplier + 3.f * Delta);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InData[i]);
					VectorRegister4Float VectorAccumData = VectorLoad(&InAccumulateData[i]);

					VectorRegister4Float VectorOut = VectorMultiplyAdd(VectorData, VectorMultiplier, VectorAccumData);
					VectorMultiplier = VectorAdd(VectorMultiplier, VectorDelta);

					VectorStore(VectorOut, &InAccumulateData[i]);
				}
			}

			if (NumNotToSimd)
			{
				float Multiplier = InStartMultiplier + NumToSimd * Delta;

				for (int32 i = NumToSimd; i < Num; i++)
				{
					InAccumulateData[i] += InData[i] * Multiplier;
					Multiplier += Delta;
				}
			}
		}
	}

	void ArrayLerpAddInPlace(const FAlignedFloatBuffer& InValues, float InStartMultiplier, float InEndMultiplier, FAlignedFloatBuffer& InAccumulateValues)
	{
		TArrayView<const float> ValuesView(InValues.GetData(), InValues.Num());
		TArrayView<float> AccumulateView(InAccumulateValues.GetData(), InAccumulateValues.Num());

		ArrayLerpAddInPlace(ValuesView, InStartMultiplier, InEndMultiplier, AccumulateView);
	}

	/* Subtracts two buffers together element-wise. */
	void ArraySubtract(TArrayView<const float> InMinuend, TArrayView<const float> InSubtrahend, TArrayView<float> OutBuffer)
	{
		const int32 Num = InMinuend.Num();

		checkf(Num == InSubtrahend.Num() && Num == OutBuffer.Num(), TEXT("InMinuend, InSubtrahend, and OutBuffer must have equal Num elements (%d vs %d vs %d)"), Num, InSubtrahend.Num(), OutBuffer.Num());

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySubtract(InMinuend.GetData(), InSubtrahend.GetData(), OutBuffer.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input1 = VectorLoad(&InMinuend[i]);
					VectorRegister4Float Input2 = VectorLoad(&InSubtrahend[i]);
					VectorRegister4Float Output = VectorSubtract(Input1, Input2);
					VectorStore(Output, &OutBuffer[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					OutBuffer[i] = InMinuend[i] - InSubtrahend[i];
				}
			}
		}
	}

	/* Subtracts two buffers together element-wise. */
	void ArraySubtract(const FAlignedFloatBuffer& InMinuend, const FAlignedFloatBuffer& InSubtrahend, FAlignedFloatBuffer& OutputBuffer)
	{
		const int32 InNum = InMinuend.Num();
		OutputBuffer.Reset(InNum);
		OutputBuffer.AddUninitialized(InNum);

		TArrayView<const float> InMinuendView(InMinuend.GetData(), InNum);
		TArrayView<const float> InSubtrahendView(InSubtrahend.GetData(), InNum);
		TArrayView<float> OutputBufferView(OutputBuffer.GetData(), InNum);

		ArraySubtract(InMinuendView, InSubtrahendView, OutputBufferView);
	}

	/* Performs element-wise in-place subtraction placing the result in the subtrahend. InOutSubtrahend = InMinuend - InOutSubtrahend */
	void ArraySubtractInPlace1(TArrayView<const float> InMinuend, TArrayView<float> InOutSubtrahend)
	{
		checkf(InMinuend.Num() == InOutSubtrahend.Num(), TEXT("Input buffers must be equal length"));

		const int32 Num = InMinuend.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySubtractInPlace1(InMinuend.GetData(), InOutSubtrahend.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input1 = VectorLoad(&InMinuend[i]);
					VectorRegister4Float Input2 = VectorLoad(&InOutSubtrahend[i]);

					VectorRegister4Float Output = VectorSubtract(Input1, Input2);
					VectorStore(Output, &InOutSubtrahend[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					InOutSubtrahend[i] = InMinuend[i] - InOutSubtrahend[i];
				}
			}
		}
	}

	/* Performs element-wise in-place subtraction placing the result in the subtrahend. InOutSubtrahend = InMinuend - InOutSubtrahend */
	void ArraySubtractInPlace1(const FAlignedFloatBuffer& InMinuend, FAlignedFloatBuffer& InOutSubtrahend)
	{
		const int32 InNum = InMinuend.Num();

		TArrayView<const float> InMinuendView(InMinuend.GetData(), InNum);
		TArrayView<float> InOutSubtrahendView(InOutSubtrahend.GetData(), InNum);

		ArraySubtractInPlace1(InMinuendView, InOutSubtrahendView);
	}

	/* Performs element-wise in-place subtraction placing the result in the minuend. InOutMinuend = InOutMinuend - InSubtrahend */
	void ArraySubtractInPlace2(TArrayView<float> InOutMinuend, TArrayView<const float> InSubtrahend)
	{
		checkf(InOutMinuend.Num() == InSubtrahend.Num(), TEXT("Input buffers must be equal length"));

		const int32 Num = InOutMinuend.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySubtractInPlace2(InOutMinuend.GetData(), InSubtrahend.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Input1 = VectorLoad(&InOutMinuend[i]);
					VectorRegister4Float Input2 = VectorLoad(&InSubtrahend[i]);

					VectorRegister4Float Output = VectorSubtract(Input1, Input2);
					VectorStore(Output, &InOutMinuend[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					InOutMinuend[i] = InOutMinuend[i] - InSubtrahend[i];
				}
			}
		}
	}

	/* Performs element-wise in-place subtraction placing the result in the minuend. InOutMinuend = InOutMinuend - InSubtrahend */
	void ArraySubtractInPlace2(FAlignedFloatBuffer& InOutMinuend, const FAlignedFloatBuffer& InSubtrahend)
	{
		const int32 InNum = InOutMinuend.Num();

		TArrayView<float> InOutMinuendView(InOutMinuend.GetData(), InNum);
		TArrayView<const float> InSubtrahendView(InSubtrahend.GetData(), InNum);

		ArraySubtractInPlace2(InOutMinuendView, InSubtrahendView);
	}

	void ArraySubtractByConstantInPlace(TArrayView<float> InValues, float InSubtrahend)
	{
		const int32 Num = InValues.Num();
		float* InData = InValues.GetData();
		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySubtractByConstantInPlace(InData, InSubtrahend, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float VectorSubtrahend = VectorSetFloat1(InSubtrahend);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InData[i]);
					VectorData = VectorSubtract(VectorData, VectorSubtrahend);
					VectorStore(VectorData, &InData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InData[i] -= InSubtrahend;
				}
			}
		}
	}

	void ArraySubtractByConstantInPlace(FAlignedFloatBuffer& InValues, float InSubtrahend)
	{
		TArrayView<float> View(InValues.GetData(), InValues.Num());

		ArraySubtractByConstantInPlace(View, InSubtrahend);
	}

	void ArraySquare(TArrayView<const float> InValues, TArrayView<float> OutValues)
	{
		check(InValues.Num() == OutValues.Num());

		const int32 Num = InValues.Num();

		const float* InData = InValues.GetData();
		float* OutData = OutValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySquare(InData, OutData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InData[i]);
					VectorData = VectorMultiply(VectorData, VectorData);
					VectorStore(VectorData, &OutData[i]);
				}
			}
	
			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					OutData[i] = InData[i] * InData[i];
				}
			}
		}
	}

	void ArraySquareInPlace(TArrayView<float> InValues)
	{
		const int32 Num = InValues.Num();

		float* InData = InValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySquareInPlace(InData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InData[i]);
					VectorData = VectorMultiply(VectorData, VectorData);
					VectorStore(VectorData, &InData[i]);
				}
			}
	
			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InData[i] = InData[i] * InData[i];
				}
			}
		}
	}

	void ArraySqrtInPlace(TArrayView<float> InValues)
	{
		const int32 Num = InValues.Num();
		float* InValuesData = InValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySqrtInPlace(InValuesData, Num);
#endif
		}
		else
		{
			for (int32 i = 0; i < Num; i++)
			{
				InValues[i] = FMath::Sqrt(InValues[i]);
			}
		}
	}

	void ArrayComplexConjugate(TArrayView<const float> InValues, TArrayView<float> OutValues)
	{
		check(OutValues.Num() == InValues.Num());
		check((InValues.Num() % 2) == 0);

		int32 Num = InValues.Num();

		const float* InData = InValues.GetData();
		float* OutData = OutValues.GetData();
		
		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayComplexConjugate(InData, OutData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float ConjugateMult = MakeVectorRegister(1.f, -1.f, 1.f, -1.f);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InData[i]);

					VectorData = VectorMultiply(VectorData, ConjugateMult);

					VectorStore(VectorData, &OutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i += 2)
				{
					OutData[i] = InData[i];
					OutData[i + 1] = -InData[i + 1];
				}
			}
		}
	}

	void ArrayComplexConjugate(const FAlignedFloatBuffer& InValues, FAlignedFloatBuffer& OutValues)
	{
		TArrayView<const float> InView(InValues.GetData(), InValues.Num());
		TArrayView<float> OutView(OutValues.GetData(), OutValues.Num());

		ArrayComplexConjugate(InView, OutView);
	}

	void ArrayComplexConjugateInPlace(TArrayView<float> InValues)
	{
		check((InValues.Num() % 2) == 0);

		int32 Num = InValues.Num();

		float* InData = InValues.GetData();
		
		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayComplexConjugateInPlace(InData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float ConjugateMult = MakeVectorRegister(1.f, -1.f, 1.f, -1.f);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InData[i]);

					VectorData = VectorMultiply(VectorData, ConjugateMult);

					VectorStore(VectorData, &InData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = 1; i < Num; i += 2)
				{
					InData[i] *= -1.f;
				}
			}
		}
	}

	void ArrayComplexConjugateInPlace(FAlignedFloatBuffer& InValues)
	{
		TArrayView<float> InView(InValues.GetData(), InValues.Num());

		ArrayComplexConjugateInPlace(InView);
	}

	void ArrayMagnitudeToDecibelInPlace(TArrayView<float> InValues, float InMinimumDb)
	{
		const int32 Num = InValues.Num();
		float* InValuesData = InValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMagnitudeToDecibelInPlace(InValuesData, InMinimumDb, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const float Scale = 20.f / MathIntrinsics::Loge10;
			const float Minimum = FMath::Exp(InMinimumDb * MathIntrinsics::Loge10 / 20.f);

			const VectorRegister4Float VectorScale = VectorSetFloat1(Scale);
			const VectorRegister4Float VectorMinimum = VectorSetFloat1(Minimum);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InValuesData[i]);

					VectorData = VectorMax(VectorData, VectorMinimum);
					VectorData = VectorLog(VectorData);
					VectorData = VectorMultiply(VectorData, VectorScale);

					VectorStore(VectorData, &InValuesData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InValuesData[i] = FMath::Max(InValuesData[i], Minimum);
					InValuesData[i] = 20.f * FMath::Loge(InValuesData[i]) / MathIntrinsics::Loge10;
				}
			}
		}
	}

	void ArrayMagnitudeToDecibelInPlace(FAlignedFloatBuffer& InValues, float InMinimumDb)
	{
		TArrayView<float> InView(InValues.GetData(), InValues.Num());

		ArrayMagnitudeToDecibelInPlace(InView, InMinimumDb);
	}

	void ArrayPowerToDecibelInPlace(TArrayView<float> InValues, float InMinimumDb)
	{
		const int32 Num = InValues.Num();
		float* InValuesData = InValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayPowerToDecibelInPlace(InValuesData, InMinimumDb, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const float Scale = 10.f / MathIntrinsics::Loge10;
			const float Minimum = FMath::Exp(InMinimumDb * MathIntrinsics::Loge10 / 10.f);

			const VectorRegister4Float VectorMinimum = VectorSetFloat1(Minimum);
			const VectorRegister4Float VectorScale = VectorSetFloat1(Scale);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorData = VectorLoad(&InValuesData[i]);

					VectorData = VectorMax(VectorData, VectorMinimum);
					VectorData = VectorLog(VectorData);
					VectorData = VectorMultiply(VectorData, VectorScale);

					VectorStore(VectorData, &InValuesData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InValuesData[i] = FMath::Max(InValuesData[i], Minimum);
					InValuesData[i] = 10.f * FMath::Loge(InValuesData[i]) / MathIntrinsics::Loge10;
				}
			}
		}
	}

	void ArrayPowerToDecibelInPlace(FAlignedFloatBuffer& InValues, float InMinimumDb)
	{
		TArrayView<float> InView(InValues.GetData(), InValues.Num());

		ArrayPowerToDecibelInPlace(InView, InMinimumDb);
	}

	void ArrayComplexToPower(TArrayView<const float> InComplexValues, TArrayView<float> OutPowerValues)
	{
		check((InComplexValues.Num() % 2) == 0);
		check(InComplexValues.Num() == (OutPowerValues.Num() * 2));

		const int32 NumOut = OutPowerValues.Num();

		const float* InComplexData = InComplexValues.GetData();
		float* OutPowerData = OutPowerValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayComplexToPowerInterleaved(InComplexData, OutPowerData, NumOut);
#endif
		}
		else
		{
			const int32 NumToSimd = NumOut & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = NumOut & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VectorComplex1 = VectorLoad(&InComplexData[2 * i]);
					VectorRegister4Float VectorSquared1 = VectorMultiply(VectorComplex1, VectorComplex1);

					VectorRegister4Float VectorComplex2 = VectorLoad(&InComplexData[(2 * i) + 4]);
					VectorRegister4Float VectorSquared2 = VectorMultiply(VectorComplex2, VectorComplex2);

					VectorRegister4Float VectorSquareReal = VectorShuffle(VectorSquared1, VectorSquared2, 0, 2, 0, 2);
					VectorRegister4Float VectorSquareImag = VectorShuffle(VectorSquared1, VectorSquared2, 1, 3, 1, 3);

					VectorRegister4Float VectorOut = VectorAdd(VectorSquareReal, VectorSquareImag);

					VectorStore(VectorOut, &OutPowerData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < NumOut; i++)
				{
					int32 ComplexPos = 2 * i;

					float RealValue = InComplexData[ComplexPos];
					float ImagValue = InComplexData[ComplexPos + 1];

					OutPowerData[i] = (RealValue * RealValue) + (ImagValue * ImagValue);
				}
			}
		}
	}

	void ArrayComplexToPower(const FAlignedFloatBuffer& InComplexValues, FAlignedFloatBuffer& OutPowerValues)
	{
		TArrayView<const float> ComplexView(InComplexValues.GetData(), InComplexValues.Num());
		TArrayView<float> PowerView(OutPowerValues.GetData(), OutPowerValues.Num());

		ArrayComplexToPower(ComplexView, PowerView);
	}

	void ArrayComplexToPower(TArrayView<const float> InRealSamples, TArrayView<const float> InImaginarySamples, TArrayView<float> OutPowerSamples)
	{
		checkf(InRealSamples.Num() == InImaginarySamples.Num(), TEXT("Input buffers must have equal number of elements"));

		const int32 Num = InRealSamples.Num();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayComplexToPower(InRealSamples.GetData(), InImaginarySamples.GetData(), OutPowerSamples.GetData(), Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VInReal = VectorLoad(&InRealSamples[i]);
					VectorRegister4Float VInRealSquared = VectorMultiply(VInReal, VInReal);

					VectorRegister4Float VInImag = VectorLoad(&InImaginarySamples[i]);
					VectorRegister4Float VOut = VectorMultiplyAdd(VInImag, VInImag, VInRealSquared);

					VectorStore(VOut, &OutPowerSamples[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					const float InRealSquared = InRealSamples[i] * InRealSamples[i];
					const float InImagSquared = InImaginarySamples[i] * InImaginarySamples[i];

					OutPowerSamples[i] = InRealSquared + InImagSquared;
				}
			}
		}
	}

	void ArrayComplexToPower(const FAlignedFloatBuffer& InRealSamples, const FAlignedFloatBuffer& InImaginarySamples, FAlignedFloatBuffer& OutPowerSamples)
	{
		const int32 Num = InRealSamples.Num();

		OutPowerSamples.Reset(Num);
		OutPowerSamples.AddUninitialized(Num);

		TArrayView<const float> InRealSamplesView(InRealSamples.GetData(), Num);
		TArrayView<const float> InImaginarySamplesView(InImaginarySamples.GetData(), Num);
		TArrayView<float> OutPowerSamplesView(OutPowerSamples.GetData(), Num);

		ArrayComplexToPower(InRealSamplesView, InImaginarySamplesView, OutPowerSamplesView);
	}

	/* Sets a values to zero if value is denormal. Denormal numbers significantly slow down floating point operations. */
	void ArrayUnderflowClamp(TArrayView<float> InOutValues)
	{
		int32 Num = InOutValues.Num();
		float* InOutData = InOutValues.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayUnderflowClamp(InOutData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float VFMIN = MakeVectorRegister(FLT_MIN, FLT_MIN, FLT_MIN, FLT_MIN);
			const VectorRegister4Float VNFMIN = MakeVectorRegister(-FLT_MIN, -FLT_MIN, -FLT_MIN, -FLT_MIN);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VInOut = VectorLoad(&InOutData[i]);

					// Create mask of denormal numbers.
					VectorRegister4Float Mask = VectorBitwiseAnd(VectorCompareGT(VInOut, VNFMIN), VectorCompareLT(VInOut, VFMIN));

					// Choose between zero or original number based upon mask.
					VInOut = VectorSelect(Mask, GlobalVectorConstants::FloatZero, VInOut);
					VectorStore(VInOut, &InOutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					float InOut = InOutData[i];

					// Create mask of denormal numbers.
					const bool Mask = (InOut > -FLT_MIN) && (InOut < FLT_MIN);

					// Choose between zero or original number based upon mask.
					InOut = Mask ? 0.0f : InOut;
					InOutData[i] = InOut;
				}
			}
		}
	}

	void ArrayUnderflowClamp(FAlignedFloatBuffer& InOutBuffer)
	{
		TArrayView<float> InOutBufferView(InOutBuffer.GetData(), InOutBuffer.Num());

		ArrayUnderflowClamp(InOutBufferView);
	}

	/* Clamps values in the buffer to be between InMinValue and InMaxValue */
	void ArrayRangeClamp(TArrayView<float> InOutBuffer, float InMinValue, float InMaxValue)
	{
		int32 Num = InOutBuffer.Num();
		float* InOutData = InOutBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayRangeClamp(InOutData, Num, InMinValue, InMaxValue);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float VMinVal = MakeVectorRegister(InMinValue, InMinValue, InMinValue, InMinValue);
			const VectorRegister4Float VMaxVal = MakeVectorRegister(InMaxValue, InMaxValue, InMaxValue, InMaxValue);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float VInOut = VectorLoad(&InOutData[i]);

					// Create masks to flag elements outside of range.
					VectorRegister4Float MinMask = VectorCompareLT(VInOut, VMinVal);
					VectorRegister4Float MaxMask = VectorCompareGT(VInOut, VMaxVal);

					// Choose between range extremes or original number based on masks.
					VInOut = VectorSelect(MinMask, VMinVal, VInOut);
					VInOut = VectorSelect(MaxMask, VMaxVal, VInOut);

					VectorStore(VInOut, &InOutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InOutData[i] = FMath::Clamp(InOutData[i], InMinValue, InMaxValue);
				}
			}
		}
	}

	void ArrayRangeClamp(FAlignedFloatBuffer& InOutBuffer, float InMinValue, float InMaxValue)
	{
		TArrayView<float> InOutBufferView(InOutBuffer.GetData(), InOutBuffer.Num());

		ArrayRangeClamp(InOutBufferView, InMinValue, InMaxValue);
	}

	void ArraySetToConstantInplace(TArrayView<float> InOutBuffer, float InConstant)
	{
		int32 Num = InOutBuffer.Num();
		float* InOutData = InOutBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArraySetToConstantInplace(InOutData, Num, InConstant);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			const VectorRegister4Float Constant = VectorLoadFloat1(&InConstant);

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorStore(Constant, &InOutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					InOutData[i] = InConstant;
				}
			}
		}
	}

	void ArraySetToConstantInplace(FAlignedFloatBuffer& InOutBuffer, float InConstant)
	{
		TArrayView<float> InOutBufferView(InOutBuffer.GetData(), InOutBuffer.Num());

		ArraySetToConstantInplace(InOutBufferView, InConstant);
	}

	/* Performs an element-wise weighted sum OutputBuffer = (InBuffer1 x InGain1) + (InBuffer2 x InGain2) */
	void ArrayWeightedSum(TArrayView<const float> InBuffer1, float InGain1, TArrayView<const float> InBuffer2, float InGain2, TArrayView<float> OutBuffer)
	{
		checkf(InBuffer1.Num() == InBuffer2.Num(), TEXT("Buffers must be equal length"));

		int32 Num = InBuffer1.Num();
		const float* InData1 = InBuffer1.GetData();
		const float* InData2 = InBuffer2.GetData();
		float* OutData = OutBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayWeightedSumTwoGain(InData1, InGain1, InData2, InGain2, OutData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				VectorRegister4Float Gain1Vector = VectorLoadFloat1(&InGain1);
				VectorRegister4Float Gain2Vector = VectorLoadFloat1(&InGain2);

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					// InBuffer1 x InGain1
					VectorRegister4Float Input1 = VectorLoad(&InData1[i]);

					// InBuffer2 x InGain2
					VectorRegister4Float Input2 = VectorLoad(&InData2[i]);
					VectorRegister4Float Weighted2 = VectorMultiply(Input2, Gain2Vector);

					VectorRegister4Float Output = VectorMultiplyAdd(Input1, Gain1Vector, Weighted2);
					VectorStore(Output, &OutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					OutData[i] = (InData1[i] * InGain1) + (InData2[i] * InGain2);
				}
			}
		}
	}

	/* Performs an element-wise weighted sum OutputBuffer = (InBuffer1 x InGain1) + (InBuffer2 x InGain2) */
	void ArrayWeightedSum(const FAlignedFloatBuffer& InBuffer1, float InGain1, const FAlignedFloatBuffer& InBuffer2, float InGain2, FAlignedFloatBuffer& OutBuffer)
	{
		OutBuffer.Reset();
		OutBuffer.AddUninitialized(InBuffer1.Num());

		TArrayView<const float> InBuffer1View(InBuffer1.GetData(), InBuffer1.Num());
		TArrayView<const float> InBuffer2View(InBuffer2.GetData(), InBuffer2.Num());
		TArrayView<float> OutBufferView(OutBuffer.GetData(), OutBuffer.Num());

		ArrayWeightedSum(InBuffer1View, InGain1, InBuffer2View, InGain2, OutBufferView);
	}

	/* Performs an element-wise weighted sum OutputBuffer = (InBuffer1 x InGain1) + InBuffer2 */
	void ArrayWeightedSum(TArrayView<const float> InBuffer1, float InGain1, TArrayView<const float> InBuffer2, TArrayView<float> OutBuffer)
	{
		checkf(InBuffer1.Num() == InBuffer2.Num() && InBuffer1.Num() == OutBuffer.Num(), TEXT("Buffers must be equal length"));

		int32 Num = InBuffer1.Num();
		const float* InData1 = InBuffer1.GetData();
		const float* InData2 = InBuffer2.GetData();
		float* OutData = OutBuffer.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayWeightedSumOneGain(InData1, InGain1, InData2, OutData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				VectorRegister4Float Gain1Vector = VectorLoadFloat1(&InGain1);

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					// InBuffer1 x InGain1
					VectorRegister4Float Input1 = VectorLoad(&InData1[i]);
					VectorRegister4Float Input2 = VectorLoad(&InData2[i]);
					VectorRegister4Float Output = VectorMultiplyAdd(Input1, Gain1Vector, Input2);
					VectorStore(Output, &OutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; i++)
				{
					OutData[i] = (InData1[i] * InGain1) + InData2[i];
				}
			}
		}
	}

	/* Performs an element-wise weighted sum OutputBuffer = (InBuffer1 x InGain1) + InBuffer2 */
	void ArrayWeightedSum(const FAlignedFloatBuffer& InBuffer1, float InGain1, const FAlignedFloatBuffer& InBuffer2, FAlignedFloatBuffer& OutBuffer)
	{
		OutBuffer.Reset();
		OutBuffer.AddUninitialized(InBuffer1.Num());

		TArrayView<const float> InBuffer1View(InBuffer1.GetData(), InBuffer1.Num());
		TArrayView<const float> InBuffer2View(InBuffer2.GetData(), InBuffer2.Num());
		TArrayView<float> OutBufferView(OutBuffer.GetData(), OutBuffer.Num());

		ArrayWeightedSum(InBuffer1View, InGain1, InBuffer2View, OutBufferView);
	}

	void ArrayFade(TArrayView<float> InOutBuffer, const float StartValue, const float EndValue)
	{
		int32 Num = InOutBuffer.Num();
		float* OutFloatBuffer = InOutBuffer.GetData();

		if (FMath::IsNearlyEqual(StartValue, EndValue))
		{
			// No need to do anything if start and end values are both 0.0
			if (StartValue == 0.0f)
			{
				FMemory::Memset(OutFloatBuffer, 0, sizeof(float) * Num);
			}
			else
			{
				ArrayMultiplyByConstantInPlace(InOutBuffer, StartValue);
			}
		}
		else
		{
			if (bAudio_FloatArrayMath_ISPC_Enabled)
			{
#if INTEL_ISPC
				ispc::ArrayFade(OutFloatBuffer, Num, StartValue, EndValue);
#endif
			}
			else
			{
				const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
				const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

				if (NumToSimd)
				{
					const int32 NumIterations = Num / AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER;
					const float DeltaValue = ((EndValue - StartValue) / NumIterations);

					VectorRegister4Float Gain = VectorLoadFloat1(&StartValue);
					VectorRegister4Float Delta = VectorLoadFloat1(&DeltaValue);

					for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
					{
						VectorRegister4Float Output = VectorLoad(&OutFloatBuffer[i]);
						Output = VectorMultiply(Output, Gain);
						Gain = VectorAdd(Gain, Delta);
						VectorStore(Output, &OutFloatBuffer[i]);
					}
				}

				if (NumNotToSimd)
				{
					float Gain = StartValue;

					// Do a fade from start to end
					const float DeltaValue = ((EndValue - StartValue) / Num);
					for (int32 i = NumToSimd; i < Num; ++i)
					{
						OutFloatBuffer[i] = OutFloatBuffer[i] * Gain;
						Gain += DeltaValue;
					}
				}
			}
		}
	}

	void ArrayFade(FAlignedFloatBuffer& OutFloatBuffer, const float StartValue, const float EndValue)
	{
		TArrayView<float> OutFloatBufferView(OutFloatBuffer.GetData(), OutFloatBuffer.Num());

		ArrayFade(OutFloatBufferView, StartValue, EndValue);
	}

	void ArrayMixIn(TArrayView<const float> InFloatBuffer, TArrayView<float> BufferToSumTo, const float Gain)
	{
		checkf(InFloatBuffer.Num() == BufferToSumTo.Num(), TEXT("Buffers must be equal size"));

		int32 Num = InFloatBuffer.Num();
		const float* InData = InFloatBuffer.GetData();
		float* InOutData = BufferToSumTo.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMixInWithGain(InData, InOutData, Num, Gain);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				VectorRegister4Float GainVector = VectorLoadFloat1(&Gain);

				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Output = VectorLoad(&InOutData[i]);
					VectorRegister4Float Input = VectorLoad(&InData[i]);
					Output = VectorMultiplyAdd(Input, GainVector, Output);
					VectorStore(Output, &InOutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					InOutData[i] += InData[i] * Gain;
				}
			}
		}
	}

	void ArrayMixIn(const FAlignedFloatBuffer& InFloatBuffer, FAlignedFloatBuffer& BufferToSumTo, const float Gain)
	{
		TArrayView<const float> InFloatBufferView(InFloatBuffer.GetData(), InFloatBuffer.Num());
		TArrayView<float> BufferToSumToView(BufferToSumTo.GetData(), BufferToSumTo.Num());

		ArrayMixIn(InFloatBufferView, BufferToSumToView, Gain);
	}

	void ArrayMixIn(TArrayView<const float> InFloatBuffer, TArrayView<float> BufferToSumTo)
	{
		checkf(InFloatBuffer.Num() == BufferToSumTo.Num(), TEXT("Buffers must be equal size"));

		int32 Num = InFloatBuffer.Num();
		const float* InData = InFloatBuffer.GetData();
		float* InOutData = BufferToSumTo.GetData();

		if (bAudio_FloatArrayMath_ISPC_Enabled)
		{
#if INTEL_ISPC
			ispc::ArrayMixIn(InData, InOutData, Num);
#endif
		}
		else
		{
			const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
			const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

			if (NumToSimd)
			{
				for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
				{
					VectorRegister4Float Output = VectorLoad(&InOutData[i]);
					VectorRegister4Float Input = VectorLoad(&InData[i]);
					Output = VectorAdd(Input, Output);
					VectorStore(Output, &InOutData[i]);
				}
			}

			if (NumNotToSimd)
			{
				for (int32 i = NumToSimd; i < Num; ++i)
				{
					InOutData[i] += InData[i];
				}
			}
		}
	}

	void ArrayMixIn(const FAlignedFloatBuffer& InFloatBuffer, FAlignedFloatBuffer& BufferToSumTo)
	{
		TArrayView<const float> InFloatBufferView(InFloatBuffer.GetData(), InFloatBuffer.Num());
		TArrayView<float> BufferToSumToView(BufferToSumTo.GetData(), BufferToSumTo.Num());

		ArrayMixIn(InFloatBufferView, BufferToSumToView);
	}

	void ArrayMixIn(TArrayView<const float> InFloatBuffer, TArrayView<float> BufferToSumTo, const float StartGain, const float EndGain)
	{
		checkf(InFloatBuffer.Num() == BufferToSumTo.Num(), TEXT("Buffers must be equal size"));

		int32 Num = InFloatBuffer.Num();

		if (FMath::IsNearlyEqual(StartGain, EndGain))
		{
			// No need to do anything if start and end values are both 0.0
			if (StartGain == 0.0f)
			{
				return;
			}
			else
			{
				ArrayMixIn(InFloatBuffer, BufferToSumTo, StartGain);
			}
		}
		else
		{
			if (bAudio_FloatArrayMath_ISPC_Enabled)
			{
#if INTEL_ISPC
				ispc::ArrayMixInWithDelta(InFloatBuffer.GetData(), BufferToSumTo.GetData(), Num, StartGain, EndGain);
#endif
			}
			else
			{
				const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
				const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

				if (NumToSimd)
				{
					const int32 NumIterations = Num / AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER;
					const float DeltaValue = ((EndGain - StartGain) / NumIterations);

					VectorRegister4Float Gain = VectorLoadFloat1(&StartGain);
					VectorRegister4Float Delta = VectorLoadFloat1(&DeltaValue);

					for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
					{
						VectorRegister4Float Input = VectorLoad(&InFloatBuffer[i]);
						VectorRegister4Float Output = VectorLoad(&BufferToSumTo[i]);
						Output = VectorMultiplyAdd(Input, Gain, Output);

						VectorStore(Output, &BufferToSumTo[i]);

						Gain = VectorAdd(Gain, Delta);
					}
				}

				if (NumNotToSimd)
				{
					const float DeltaValue = ((EndGain - StartGain) / Num);
					float Gain = (NumToSimd * DeltaValue) + StartGain;

					for (int32 i = NumToSimd; i < Num; ++i)
					{
						BufferToSumTo[i] += InFloatBuffer[i] * Gain;
						Gain += DeltaValue;
					}
				}
			}
		}
	}

	void ArrayMixIn(const FAlignedFloatBuffer& InFloatBuffer, FAlignedFloatBuffer& BufferToSumTo, const float StartGain, const float EndGain)
	{
		TArrayView<const float> InFloatBufferView(InFloatBuffer.GetData(), InFloatBuffer.Num());
		TArrayView<float> BufferToSumToView(BufferToSumTo.GetData(), BufferToSumTo.Num());

		ArrayMixIn(InFloatBufferView, BufferToSumToView, StartGain, EndGain);
	}

	void ArrayFloatToPcm16(TArrayView<const float> InView, TArrayView<int16> OutView)
	{
		check(InView.Num() == OutView.Num());

		const int32 Num = InView.Num();
		
		const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
		const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

		const float* InputPtr = InView.GetData();
		int16* OutPtr = OutView.GetData();

		constexpr float ConversionValue = static_cast<float>(TNumericLimits<int16>::Max());

		if(NumToSimd)
		{
			const VectorRegister4Float ConversionVector = VectorSetFloat1(ConversionValue);

			for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
			{
				const VectorRegister4Float InVector = VectorLoad(&InputPtr[i]);
				const VectorRegister4Float ScaledVector = VectorMultiply(InVector, ConversionVector);
				const VectorRegister4Int IntVector = VectorFloatToInt(ScaledVector);

				const AlignedFloat4 ScaledFloatArray(ScaledVector);

				OutPtr[i] =		(int16)ScaledFloatArray[0];
				OutPtr[i + 1] =	(int16)ScaledFloatArray[1];
				OutPtr[i + 2] =	(int16)ScaledFloatArray[2];
				OutPtr[i + 3] =	(int16)ScaledFloatArray[3];
			}
		}

		if(NumNotToSimd)
		{
			for (int32 i = NumToSimd; i < Num; i++)
			{
				OutPtr[i] = (int16)(InputPtr[i] * ConversionValue);
			}
		}
	}
	
	void ArrayPcm16ToFloat(TArrayView<const int16> InView, TArrayView<float> OutView)
	{
		check(InView.Num() == OutView.Num());

		const int32 Num = InView.Num();
		
		const int32 NumToSimd = Num & MathIntrinsics::SimdMask;
		const int32 NumNotToSimd = Num & MathIntrinsics::NotSimdMask;

		const int16* InputPtr = InView.GetData();
		float* OutPtr = OutView.GetData();

		constexpr float ConversionValue = 1.f / static_cast<float>(TNumericLimits<int16>::Max());

		if(NumToSimd)
		{
			const VectorRegister4Float ConversionVector = VectorSetFloat1(ConversionValue);
			AlignedFloat4 FloatArray(GlobalVectorConstants::FloatZero);

			for (int32 i = 0; i < NumToSimd; i += AUDIO_NUM_FLOATS_PER_VECTOR_REGISTER)
			{
				FloatArray[0] = (float)InputPtr[i];
				FloatArray[1] = (float)InputPtr[i + 1];
				FloatArray[2] = (float)InputPtr[i + 2];
				FloatArray[3] = (float)InputPtr[i + 3];

				const VectorRegister4Float InVector = FloatArray.ToVectorRegister();
				const VectorRegister4Float ScaledVector = VectorMultiply(InVector, ConversionVector);
			
				VectorStore(ScaledVector, &OutPtr[i]);
			}
		}

		if(NumNotToSimd)
		{
			for (int32 i = NumToSimd; i < Num; i++)
			{
				OutPtr[i] = (float)InputPtr[i] * ConversionValue;
			}
		}
	}

	FContiguousSparse2DKernelTransform::FContiguousSparse2DKernelTransform(const int32 NumInElements, const int32 NumOutElements)
	:	NumIn(NumInElements)
	,	NumOut(NumOutElements)
	{
		check(NumIn >= 0);
		check(NumOut >= 0)
		FRow EmptyRow;
		EmptyRow.StartIndex = 0;

		// Fill up the kernel with empty rows
		Kernel.Init(EmptyRow, NumOut);
	}

	FContiguousSparse2DKernelTransform::~FContiguousSparse2DKernelTransform()
	{
	}

	int32 FContiguousSparse2DKernelTransform::GetNumInElements() const
	{
		return NumIn;
	}


	int32 FContiguousSparse2DKernelTransform::GetNumOutElements() const
	{
		return NumOut;
	}

	void FContiguousSparse2DKernelTransform::SetRow(const int32 RowIndex, const int32 StartIndex, TArrayView<const float> OffsetValues)
	{
		check((StartIndex + OffsetValues.Num()) <= NumIn);

		// Copy row data internally
		Kernel[RowIndex].StartIndex = StartIndex;
		Kernel[RowIndex].OffsetValues = TArray<float>(OffsetValues.GetData(), OffsetValues.Num());
	}

	void FContiguousSparse2DKernelTransform::TransformArray(TArrayView<const float> InView, TArray<float>& OutArray) const
	{
		check(InView.Num() == NumIn);

		// Resize output
		OutArray.Reset(NumOut);
		if (NumOut > 0)
		{
			OutArray.AddUninitialized(NumOut);
		}

		TransformArray(InView.GetData(), OutArray.GetData());
	}

	void FContiguousSparse2DKernelTransform::TransformArray(TArrayView<const float> InView, FAlignedFloatBuffer& OutArray) const
	{	
		check(InView.Num() == NumIn);

		// Resize output
		OutArray.Reset(NumOut);
		if (NumOut > 0)
		{
			OutArray.AddUninitialized(NumOut);
		}

		TransformArray(InView.GetData(), OutArray.GetData());
	}

	void FContiguousSparse2DKernelTransform::TransformArray(const float* InArray, float* OutArray) const
	{
		check(nullptr != InArray);
		check(nullptr != OutArray);

		// Initialize output
		FMemory::Memset(OutArray, 0, sizeof(float) * NumOut);

		// Apply kernel one row at a time
		const FRow* KernelData = Kernel.GetData();
		for (int32 RowIndex = 0; RowIndex < Kernel.Num(); RowIndex++)
		{
			const FRow& Row = KernelData[RowIndex];

			// Get offset pointer into input array.
			const float* OffsetInData = &InArray[Row.StartIndex];
			// Get offset pointer of row.
			const float* RowValuePtr = Row.OffsetValues.GetData();

			// dot prod 'em. 
			int32 NumToMult = Row.OffsetValues.Num();

			if (bAudio_FloatArrayMath_ISPC_Enabled)
			{
#if INTEL_ISPC
				ispc::TransformArrayRow(OffsetInData, RowValuePtr, OutArray, RowIndex, NumToMult);
#endif
			}
			else
			{
				for (int32 i = 0; i < NumToMult; i++)
				{
					OutArray[RowIndex] += OffsetInData[i] * RowValuePtr[i];
				}
			}
		}
	}
}