using Ryujinx.Audio.Renderer.Server.Upsampler; using Ryujinx.Common.Memory; using System; using System.Diagnostics; using System.Numerics; using System.Runtime.CompilerServices; namespace Ryujinx.Audio.Renderer.Dsp { public class UpsamplerHelper { private const int HistoryLength = UpsamplerBufferState.HistoryLength; private const int FilterBankLength = 20; // Bank0 = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]; private const int Bank0CenterIndex = 9; private static readonly Array20 Bank1 = PrecomputeFilterBank(1.0f / 6.0f); private static readonly Array20 Bank2 = PrecomputeFilterBank(2.0f / 6.0f); private static readonly Array20 Bank3 = PrecomputeFilterBank(3.0f / 6.0f); private static readonly Array20 Bank4 = PrecomputeFilterBank(4.0f / 6.0f); private static readonly Array20 Bank5 = PrecomputeFilterBank(5.0f / 6.0f); private static Array20 PrecomputeFilterBank(float offset) { float Sinc(float x) { if (x == 0) { return 1.0f; } return (MathF.Sin(MathF.PI * x) / (MathF.PI * x)); } float BlackmanWindow(float x) { const float a = 0.18f; const float a0 = 0.5f - 0.5f * a; const float a1 = -0.5f; const float a2 = 0.5f * a; return a0 + a1 * MathF.Cos(2 * MathF.PI * x) + a2 * MathF.Cos(4 * MathF.PI * x); } Array20 result = new Array20(); for (int i = 0; i < FilterBankLength; i++) { float x = (Bank0CenterIndex - i) + offset; result[i] = Sinc(x) * BlackmanWindow(x / FilterBankLength + 0.5f); } return result; } // Polyphase upsampling algorithm [MethodImpl(MethodImplOptions.AggressiveInlining)] public static void Upsample(Span outputBuffer, ReadOnlySpan inputBuffer, int outputSampleCount, int inputSampleCount, ref UpsamplerBufferState state) { if (!state.Initialized) { state.Scale = inputSampleCount switch { 40 => 6.0f, 80 => 3.0f, 160 => 1.5f, _ => throw new ArgumentOutOfRangeException() }; state.Initialized = true; } if (outputSampleCount == 0) { return; } float DoFilterBank(ref UpsamplerBufferState state, in Array20 bank) { float result = 0.0f; Debug.Assert(state.History.Length == HistoryLength); Debug.Assert(bank.Length == FilterBankLength); int curIdx = 0; if (Vector.IsHardwareAccelerated) { // Do SIMD-accelerated block operations where possible. // Only about a 2x speedup since filter bank length is short int stopIdx = FilterBankLength - (FilterBankLength % Vector.Count); while (curIdx < stopIdx) { result += Vector.Dot( new Vector(bank.AsSpan().Slice(curIdx, Vector.Count)), new Vector(state.History.AsSpan().Slice(curIdx, Vector.Count))); curIdx += Vector.Count; } } while (curIdx < FilterBankLength) { result += bank[curIdx] * state.History[curIdx]; curIdx++; } return result; } [MethodImpl(MethodImplOptions.AggressiveInlining)] void NextInput(ref UpsamplerBufferState state, float input) { state.History.AsSpan().Slice(1).CopyTo(state.History.AsSpan()); state.History[HistoryLength - 1] = input; } int inputBufferIndex = 0; switch (state.Scale) { case 6.0f: for (int i = 0; i < outputSampleCount; i++) { switch (state.Phase) { case 0: NextInput(ref state, inputBuffer[inputBufferIndex++]); outputBuffer[i] = state.History[Bank0CenterIndex]; break; case 1: outputBuffer[i] = DoFilterBank(ref state, Bank1); break; case 2: outputBuffer[i] = DoFilterBank(ref state, Bank2); break; case 3: outputBuffer[i] = DoFilterBank(ref state, Bank3); break; case 4: outputBuffer[i] = DoFilterBank(ref state, Bank4); break; case 5: outputBuffer[i] = DoFilterBank(ref state, Bank5); break; } state.Phase = (state.Phase + 1) % 6; } break; case 3.0f: for (int i = 0; i < outputSampleCount; i++) { switch (state.Phase) { case 0: NextInput(ref state, inputBuffer[inputBufferIndex++]); outputBuffer[i] = state.History[Bank0CenterIndex]; break; case 1: outputBuffer[i] = DoFilterBank(ref state, Bank2); break; case 2: outputBuffer[i] = DoFilterBank(ref state, Bank4); break; } state.Phase = (state.Phase + 1) % 3; } break; case 1.5f: // Upsample by 3 then decimate by 2. for (int i = 0; i < outputSampleCount; i++) { switch (state.Phase) { case 0: NextInput(ref state, inputBuffer[inputBufferIndex++]); outputBuffer[i] = state.History[Bank0CenterIndex]; break; case 1: outputBuffer[i] = DoFilterBank(ref state, Bank4); break; case 2: NextInput(ref state, inputBuffer[inputBufferIndex++]); outputBuffer[i] = DoFilterBank(ref state, Bank2); break; } state.Phase = (state.Phase + 1) % 3; } break; default: throw new ArgumentOutOfRangeException(); } } } }