Equalizer.h

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// DSPark - Professional Audio DSP Framework
// Copyright (c) 2026 Cristian Moresi - MIT License
 
#pragma once
 
#include "Filters.h"
#include "../Core/AudioSpec.h"
#include "../Core/AudioBuffer.h"
#include "../Core/Biquad.h"
#include "../Core/DenormalGuard.h"
#include "../Core/DspMath.h"
#include "../Core/FFT.h"
#include "../Core/StateBlob.h"
 
#include <algorithm>
#include <array>
#include <atomic>
#include <cmath>
#include <cstddef>
#include <cstdint>
#include <cstdio>
#include <memory>
#include <vector>
 
namespace dspark {
 
template <FloatType T, int MaxBands = 16>
class Equalizer
{
public:
    enum class FilterMode
    {
        MinimumPhase, 
        LinearPhase   
    };
 
    ~Equalizer() = default;
 
    enum class BandType
    {
        Peak,       
        LowShelf,   
        HighShelf,  
        LowPass,    
        HighPass,   
        Notch,      
        BandPass,   
        Tilt        
    };
 
    struct BandConfig
    {
        T frequency     = T(1000);          
        T gain          = T(0);             
        T q             = T(0.707);         
        BandType type   = BandType::Peak;   
        int slope       = 12;               
        bool enabled    = true;             
    };
 
    // -- Lifecycle --------------------------------------------------------------
 
    void prepare(const AudioSpec& spec)
    {
        if (!spec.isValid()) return; // release-safe: keep previous state
 
        spec_ = spec;
        for (int i = 0; i < MaxBands; ++i)
            bands_[i].prepare(spec);
 
        // Rebuild the linear-phase engine. lpFft_ gates the LP audio path, so
        // it is torn down first and re-created last (basic guarantee if an
        // allocation throws mid-way).
        lpFft_.reset();
        lpBlock_ = spec.maxBlockSize;
 
        // The FFT size is 4x the block size; cap it so the pow2 round-up can
        // never overflow int with an absurd host block size (LP mode is then
        // unavailable and getLatency() honestly reports 0).
        if (lpBlock_ > kLpMaxBlockSize)
        {
            lpBlock_ = 0;
            lpFftSize_ = 0;
            return;
        }
 
        // Overlap-save requires FFT size N >= L + M - 1
        // Where L is maxBlockSize, M is impulse response length.
        // We use M = 2 * L, so N must be >= 3 * L. We round up to next power of 2.
        int targetFftSize = lpBlock_ * 4;
        int fftPow2 = 1;
        while (fftPow2 < targetFftSize) fftPow2 <<= 1;
        lpFftSize_ = fftPow2;
 
        // Complex kernel representation (Real, Imaginary interleaved)
        lpKernel_.assign(static_cast<size_t>(lpFftSize_ + 2), T(0));
 
        // Overlap-save needs (M-1) samples of history where M = 2*maxBlockSize
        // is the FIR kernel length. Size the history buffer accordingly.
        lpPrevBlock_.resize(static_cast<size_t>(spec.numChannels));
        for (auto& pb : lpPrevBlock_)
            pb.assign(static_cast<size_t>(lpBlock_ * 2), T(0));
 
        lpFftIn_.assign(static_cast<size_t>(lpFftSize_), T(0));
        lpFftOut_.assign(static_cast<size_t>(lpFftSize_ + 2), T(0));
 
        // Pre-allocate recompute scratch so a live band change never allocates on
        // the audio thread (recomputeLinearPhaseKernel runs there via processBlock).
        lpMagScratch_.assign(static_cast<size_t>(lpFftSize_ / 2 + 1), T(1));
        lpTempFreq_.assign(static_cast<size_t>(lpFftSize_ + 2), T(0));
        lpImpulse_.assign(static_cast<size_t>(lpFftSize_), T(0));
        lpKernelSpace_.assign(static_cast<size_t>(lpFftSize_), T(0));
 
        lpDirty_.store(true, std::memory_order_release);
        lpFft_ = std::make_unique<FFTReal<T>>(lpFftSize_); // gate opens last
    }
 
    void processBlock(AudioBufferView<T> buffer) noexcept
    {
        DenormalGuard guard;
 
        // Front-door non-finite guard (M-006 C1): the IIR bands (and the FFT
        // overlap-save history in LinearPhase mode) latch a NaN/Inf input
        // permanently. Scrub non-finite input to 0 before either path runs.
        // No-op on finite input, so conformance metrics stay byte-identical.
        {
            const int gN = buffer.getNumSamples();
            for (int ch = 0; ch < buffer.getNumChannels(); ++ch)
            {
                T* d = buffer.getChannel(ch);
                for (int i = 0; i < gN; ++i)
                    if (!std::isfinite(d[i])) d[i] = T(0);
            }
        }
 
        // Check if config was updated from the UI thread (Lock-free acquire)
        if (configDirty_.exchange(false, std::memory_order_acquire))
        {
            updateActiveFilters();
            lpDirty_.store(true, std::memory_order_release);
        }
 
        FilterMode currentMode = filterMode_.load(std::memory_order_acquire);
 
        if (currentMode == FilterMode::LinearPhase && lpFft_)
        {
            // If kernel needs recalculation, do it once.
            if (lpDirty_.exchange(false, std::memory_order_acquire))
                recomputeLinearPhaseKernel();
 
            processLinearPhase(buffer);
            return;
        }
 
        // Minimum Phase (IIR) Processing
        const int activeBands = numBands_.load(std::memory_order_relaxed);
        for (int i = 0; i < activeBands; ++i)
        {
            if (bandEnabled_[i].load(std::memory_order_relaxed))
                bands_[i].processBlock(buffer);
        }
    }
 
    [[nodiscard]] T processSample(T input, int channel) noexcept
    {
        // Plain load first: the exchange RMW is only paid when a publication
        // is actually pending (this runs per sample).
        if (configDirty_.load(std::memory_order_acquire)
            && configDirty_.exchange(false, std::memory_order_acquire))
        {
            updateActiveFilters();
            const int n = numBands_.load(std::memory_order_relaxed);
            for (int i = 0; i < n; ++i)
                bands_[i].applyParametersNow();
            lpDirty_.store(true, std::memory_order_release);
        }
 
        T sample = input;
        const int activeBands = numBands_.load(std::memory_order_relaxed);
 
        for (int i = 0; i < activeBands; ++i)
        {
            if (bandEnabled_[i].load(std::memory_order_relaxed))
                sample = bands_[i].processSample(sample, channel);
        }
        return sample;
    }
 
    void reset() noexcept
    {
        for (int i = 0; i < MaxBands; ++i)
            bands_[i].reset();
 
        for (auto& pb : lpPrevBlock_)
            std::fill(pb.begin(), pb.end(), T(0));
    }
 
    // -- API --------------------------------------------------------------------
 
    void setBand(int index, T frequency, T gainDb)
    {
        setBand(index, frequency, gainDb, T(0.707));
    }
 
    void setBand(int index, T frequency, T gainDb, T q)
    {
        BandConfig cfg;
        cfg.frequency = frequency;
        cfg.gain      = gainDb;
        cfg.q         = q;
        cfg.type      = BandType::Peak;
        cfg.slope     = 12;
        cfg.enabled   = true;
        setBand(index, cfg);
    }
 
    void setBand(int index, const BandConfig& config)
    {
        if (index < 0 || index >= MaxBands) return;
 
        BandConfig cfg = config;
        const BandConfig& prev = configs_[index];
        if (!std::isfinite(cfg.frequency)) cfg.frequency = prev.frequency;
        if (!std::isfinite(cfg.gain))      cfg.gain      = prev.gain;
        if (!std::isfinite(cfg.q))         cfg.q         = prev.q;
        cfg.type = static_cast<BandType>(std::clamp(static_cast<int>(cfg.type), 0,
                                                    static_cast<int>(BandType::Tilt)));
        cfg.slope = std::clamp(cfg.slope, 6, 48);
 
        configs_[index] = cfg;
        bandEnabled_[index].store(cfg.enabled, std::memory_order_release);
 
        int currentBands = numBands_.load(std::memory_order_relaxed);
        if (index >= currentBands)
            numBands_.store(index + 1, std::memory_order_relaxed);
 
        // Signal audio thread to update filters
        configDirty_.store(true, std::memory_order_release);
    }
 
    void setNumBands(int count)
    {
        int validCount = std::clamp(count, 1, MaxBands);
        numBands_.store(validCount, std::memory_order_relaxed);
 
        const T logMin = std::log(T(80));
        const T logMax = std::log(T(16000));
 
        for (int i = 0; i < validCount; ++i)
        {
            T t = (validCount > 1) ? static_cast<T>(i) / static_cast<T>(validCount - 1) : T(0.5);
 
            BandConfig cfg;
            cfg.frequency = std::exp(logMin + t * (logMax - logMin));
            cfg.gain      = T(0);
            cfg.q         = T(0.707);
            cfg.type      = BandType::Peak;
            cfg.slope     = 12;
            cfg.enabled   = true;
 
            configs_[i] = cfg;
            bandEnabled_[i].store(true, std::memory_order_release);
        }
        configDirty_.store(true, std::memory_order_release);
    }
 
    [[nodiscard]] int getNumBands() const noexcept
    {
        return numBands_.load(std::memory_order_relaxed);
    }
 
    void setMatchedBells(bool enabled) noexcept
    {
        matchedBells_.store(enabled, std::memory_order_relaxed);
        configDirty_.store(true, std::memory_order_release);
    }
 
    [[nodiscard]] BandConfig getBandConfig(int index) const noexcept
    {
        if (index < 0 || index >= MaxBands) return {};
        return configs_[index]; // Note: Struct copy is safe if mostly read from GUI
    }
 
    void setBandEnabled(int index, bool enabled) noexcept
    {
        if (index >= 0 && index < MaxBands)
        {
            configs_[index].enabled = enabled;
            bandEnabled_[index].store(enabled, std::memory_order_release);
            configDirty_.store(true, std::memory_order_release);
        }
    }
 
    void setFilterMode(FilterMode mode) noexcept
    {
        const int m = std::clamp(static_cast<int>(mode), 0,
                                 static_cast<int>(FilterMode::LinearPhase));
        filterMode_.store(static_cast<FilterMode>(m), std::memory_order_release);
        if (static_cast<FilterMode>(m) == FilterMode::LinearPhase)
            lpDirty_.store(true, std::memory_order_release);
    }
 
    [[nodiscard]] FilterMode getFilterMode() const noexcept
    {
        return filterMode_.load(std::memory_order_relaxed);
    }
 
    [[nodiscard]] int getLatency() const noexcept
    {
        return (filterMode_.load(std::memory_order_relaxed) == FilterMode::LinearPhase && lpFft_)
                ? lpBlock_ : 0;
    }
 
    void setSoftMode(bool enabled) noexcept
    {
        softMode_.store(enabled, std::memory_order_relaxed);
        configDirty_.store(true, std::memory_order_release);
    }
 
    [[nodiscard]] bool getSoftMode() const noexcept
    {
        return softMode_.load(std::memory_order_relaxed);
    }
 
    void getMagnitudeForFrequencyArray(const T* frequencies, T* magnitudes, int numPoints) const noexcept
    {
        for (int i = 0; i < numPoints; ++i)
            magnitudes[i] = T(1);
 
        const int activeBands = numBands_.load(std::memory_order_relaxed);
        for (int b = 0; b < activeBands; ++b)
        {
            if (!configs_[b].enabled) continue;
 
            BiquadCoeffs st[5];
            const int ns = buildBandStages(configs_[b], st);
 
            for (int i = 0; i < numPoints; ++i)
            {
                double mag = 1.0;
                for (int s = 0; s < ns; ++s)
                    mag *= st[s].getMagnitude(static_cast<double>(frequencies[i]), spec_.sampleRate);
                magnitudes[i] = static_cast<T>(static_cast<double>(magnitudes[i]) * mag);
            }
        }
    }
 
    FilterEngine<T>& getBandFilter(int index) { return bands_[index]; }
 
    const FilterEngine<T>& getBandFilter(int index) const { return bands_[index]; }
 
 
    [[nodiscard]] std::vector<uint8_t> getState() const
    {
        StateWriter w(stateId("PEQZ"), 1);
        const int n = numBands_.load(std::memory_order_relaxed);
        w.write("numBands", n);
        w.write("matchedBells", matchedBells_.load(std::memory_order_relaxed));
        w.write("filterMode", static_cast<int32_t>(filterMode_.load(std::memory_order_relaxed)));
        w.write("softMode", softMode_.load(std::memory_order_relaxed));
        char key[24];
        for (int i = 0; i < n; ++i)
        {
            const BandConfig cfg = getBandConfig(i);
            std::snprintf(key, sizeof(key), "b%d.freq", i);
            w.write(key, static_cast<float>(cfg.frequency));
            std::snprintf(key, sizeof(key), "b%d.gain", i);
            w.write(key, static_cast<float>(cfg.gain));
            std::snprintf(key, sizeof(key), "b%d.q", i);
            w.write(key, static_cast<float>(cfg.q));
            std::snprintf(key, sizeof(key), "b%d.type", i);
            w.write(key, static_cast<int32_t>(cfg.type));
            std::snprintf(key, sizeof(key), "b%d.slope", i);
            w.write(key, cfg.slope);
            std::snprintf(key, sizeof(key), "b%d.on", i);
            w.write(key, cfg.enabled);
        }
        return w.blob();
    }
 
    bool setState(const uint8_t* data, size_t size)
    {
        StateReader r(data, size);
        if (!r.isValid() || r.processorId() != stateId("PEQZ")) return false;
        const int n = std::clamp(r.read("numBands", 0), 0, MaxBands);
        setMatchedBells(r.read("matchedBells", false));
        // Older blobs carry no mode keys: keep the instance's current modes.
        setFilterMode(static_cast<FilterMode>(
            r.read("filterMode", static_cast<int32_t>(filterMode_.load(std::memory_order_relaxed)))));
        setSoftMode(r.read("softMode", softMode_.load(std::memory_order_relaxed)));
        char key[24];
        for (int i = 0; i < n; ++i)
        {
            BandConfig cfg;
            std::snprintf(key, sizeof(key), "b%d.freq", i);
            cfg.frequency = static_cast<T>(r.read(key, 1000.0f));
            std::snprintf(key, sizeof(key), "b%d.gain", i);
            cfg.gain = static_cast<T>(r.read(key, 0.0f));
            std::snprintf(key, sizeof(key), "b%d.q", i);
            cfg.q = static_cast<T>(r.read(key, 0.707f));
            std::snprintf(key, sizeof(key), "b%d.type", i);
            cfg.type = static_cast<BandType>(r.read(key, 0));
            std::snprintf(key, sizeof(key), "b%d.slope", i);
            cfg.slope = r.read(key, 12);
            std::snprintf(key, sizeof(key), "b%d.on", i);
            cfg.enabled = r.read(key, true);
            setBand(i, cfg);
        }
        numBands_.store(n, std::memory_order_relaxed);
        configDirty_.store(true, std::memory_order_release);
        return true;
    }
 
protected:
 
    [[nodiscard]] T effectiveQ(const BandConfig& cfg) const noexcept
    {
        T q = cfg.q;
        if (softMode_.load(std::memory_order_relaxed))
        {
            const T absGain = std::abs(cfg.gain);
            const T maxQ = T(1) + T(8) / (absGain + T(1));
            q = std::min(q, maxQ);
        }
        return q;
    }
 
    void updateActiveFilters() noexcept
    {
        const bool matched = matchedBells_.load(std::memory_order_relaxed);
        int activeBands = numBands_.load(std::memory_order_relaxed);
 
        for (int i = 0; i < activeBands; ++i)
        {
            auto& filter = bands_[i];
            const auto& cfg = configs_[i]; // Thread-safe copy from atomic boundaries
 
            float freq = static_cast<float>(cfg.frequency);
            float gain = static_cast<float>(cfg.gain);
            float q    = static_cast<float>(effectiveQ(cfg));
 
            filter.setMatchedPeak(matched);
            switch (cfg.type)
            {
                case BandType::Peak:      filter.setPeaking(freq, gain, q); break;
                // Shelves take a SLOPE (0..1], not a Q: convert with the RBJ
                // S<->Q relation so the user's Q behaves consistently here and
                // in the linear-phase kernel (which uses the same conversion).
                case BandType::LowShelf:  filter.setLowShelf(freq, gain,
                                              static_cast<float>(shelfSlopeFromQ(q, gain))); break;
                case BandType::HighShelf: filter.setHighShelf(freq, gain,
                                              static_cast<float>(shelfSlopeFromQ(q, gain))); break;
                case BandType::LowPass:   filter.setLowPass(freq, q, cfg.slope); break;
                case BandType::HighPass:  filter.setHighPass(freq, q, cfg.slope); break;
                case BandType::Notch:     filter.setNotch(freq, q); break;
                case BandType::BandPass:  filter.setBandPass(freq, q); break;
                case BandType::Tilt:      filter.setTilt(freq, gain); break;
            }
        }
    }
 
    [[nodiscard]] static double shelfSlopeFromQ(double q, double gainDb) noexcept
    {
        q = std::max(q, 0.05);
        const double A = std::pow(10.0, std::abs(gainDb) / 40.0);
        const double denom = A + 1.0 / A;
        const double invS = (1.0 / (q * q) - 2.0) / denom + 1.0;
        if (invS <= 1.0) return 1.0;          // steeper-than-standard requests clamp to S = 1
        return std::clamp(1.0 / invS, 0.0001, 1.0);
    }
 
    [[nodiscard]] BiquadCoeffs computeBandCoeffs(const BandConfig& cfg) const noexcept
    {
        double sr = spec_.sampleRate;
        double f  = static_cast<double>(cfg.frequency);
        double g  = static_cast<double>(cfg.gain);
        double q  = static_cast<double>(cfg.q);
 
        switch (cfg.type)
        {
            case BandType::Peak:
                return matchedBells_.load(std::memory_order_relaxed)
                    ? BiquadCoeffs::makePeakMatched(sr, f, q, g)
                    : BiquadCoeffs::makePeak(sr, f, q, g);
            case BandType::LowShelf:  return BiquadCoeffs::makeLowShelf(sr, f, g, shelfSlopeFromQ(q, g));
            case BandType::HighShelf: return BiquadCoeffs::makeHighShelf(sr, f, g, shelfSlopeFromQ(q, g));
            case BandType::LowPass:   return BiquadCoeffs::makeLowPass(sr, f, q);
            case BandType::HighPass:  return BiquadCoeffs::makeHighPass(sr, f, q);
            case BandType::Notch:     return BiquadCoeffs::makeNotch(sr, f, q);
            case BandType::BandPass:  return BiquadCoeffs::makeBandPass(sr, f, q);
            case BandType::Tilt:      return BiquadCoeffs::makeTilt(sr, f, g);
        }
        return {};
    }
 
public:
    [[nodiscard]] int buildBandStages(const BandConfig& cfg, BiquadCoeffs* stages) const noexcept
    {
        const double sr = spec_.sampleRate;
        // Mirror the FilterEngine's own clamps so the analysis matches the audio.
        const double f = std::clamp(static_cast<double>(cfg.frequency), 10.0, sr * 0.499);
        const T q = std::max(effectiveQ(cfg), T(0.1));
 
        if (cfg.type == BandType::LowPass || cfg.type == BandType::HighPass)
        {
            const bool lp = (cfg.type == BandType::LowPass);
            // The user Q scales the final cascade stage exactly like the engine.
            auto casc = FilterEngine<T>::cascadeForSlope(cfg.slope, static_cast<float>(q));
            int n = 0;
            if (casc.hasFirstOrder)
                stages[n++] = lp ? BiquadCoeffs::makeFirstOrderLowPass(sr, f)
                                 : BiquadCoeffs::makeFirstOrderHighPass(sr, f);
            for (int s = 0; s < casc.numSecondOrder; ++s)
            {
                const double stageQ = static_cast<double>(casc.qValues[s]);
                stages[n++] = lp ? BiquadCoeffs::makeLowPass(sr, f, stageQ)
                                 : BiquadCoeffs::makeHighPass(sr, f, stageQ);
            }
            return n;
        }
 
        BandConfig eff = cfg;
        eff.frequency = static_cast<T>(f);
        eff.q = q;
        stages[0] = computeBandCoeffs(eff);
        return 1;
    }
 
protected:
    void recomputeLinearPhaseKernel() noexcept
    {
        if (lpFftSize_ == 0) return;
 
        const int numBins = lpFftSize_ / 2 + 1;
        T* const mag = lpMagScratch_.data();   // pre-allocated scratch (no audio-thread alloc)
        std::fill_n(mag, numBins, T(1));
        const int activeBands = numBands_.load(std::memory_order_relaxed);
 
        // 1. Accumulate the TRUE per-stage cascade magnitude of all active bands
        //    (matches what the IIR FilterEngine applies in MinimumPhase mode, so
        //    switching modes keeps the same magnitude response).
        const double sr = spec_.sampleRate;
        for (int b = 0; b < activeBands; ++b)
        {
            if (!configs_[b].enabled) continue;
 
            BiquadCoeffs st[5];
            const int ns = buildBandStages(configs_[b], st);
 
            for (int k = 0; k < numBins; ++k)
            {
                const double freq = sr * static_cast<double>(k) / static_cast<double>(lpFftSize_);
                double m = 1.0;
                for (int s = 0; s < ns; ++s)
                    m *= st[s].getMagnitude(freq, sr);
                mag[k] = static_cast<T>(static_cast<double>(mag[k]) * m);
            }
        }
 
        // 2. Prepare Zero-Phase Frequency buffer (Real = Mag, Imag = 0)
        std::fill(lpTempFreq_.begin(), lpTempFreq_.end(), T(0));
        for (int k = 0; k < numBins; ++k)
            lpTempFreq_[2 * k] = mag[k];
 
        // 3. IFFT to get temporal impulse response (wrapped around t=0)
        lpFft_->inverse(lpTempFreq_.data(), lpImpulse_.data());
 
        // 4. Shift, Windowing and Zero-pad for Overlap-Save
        const int M = lpBlock_ * 2; // Desired Kernel length
        const int halfM = M / 2;
        std::fill(lpKernelSpace_.begin(), lpKernelSpace_.end(), T(0)); // zero-pad scratch
 
        for (int i = 0; i < M; ++i)
        {
            // Circular read from center 0
            int readIdx = (i - halfM + lpFftSize_) % lpFftSize_;
 
            // Blackman-Harris window formulation
            double t = static_cast<double>(i) / static_cast<double>(M - 1);
            double window = 0.35875
                          - 0.48829 * std::cos(2.0 * pi<double> * t)
                          + 0.14128 * std::cos(4.0 * pi<double> * t)
                          - 0.01168 * std::cos(6.0 * pi<double> * t);
 
            // No extra scaling: FFTReal::inverse already applies the full 1/N
            // normalisation (verified by exact round-trip). The previous extra
            // division by lpFftSize_ attenuated the whole linear-phase path by
            // 20*log10(N) dB - about -60 dB with the default sizes.
            lpKernelSpace_[i] = lpImpulse_[readIdx] * static_cast<T>(window);
        }
 
        // 5. Transform finalized zero-padded causal kernel to frequency domain
        lpFft_->forward(lpKernelSpace_.data(), lpKernel_.data());
    }
 
    void processLinearPhase(AudioBufferView<T> buffer) noexcept
    {
        // Safety bound check: Prevent out-of-bounds if host pushes dynamic channel
        // counts. Channels beyond the prepared count pass through untouched.
        const int nCh = std::min(buffer.getNumChannels(), static_cast<int>(lpPrevBlock_.size()));
        const int L   = buffer.getNumSamples();
        const int N   = lpFftSize_;
        const int M   = lpBlock_ * 2; // Kernel length
 
        // Safety check: block size cannot exceed pre-allocated maxBlockSize
        if (L > lpBlock_) return;
 
        const int overlapSize = M - 1;  // FIR history overlap-save needs (kernel len - 1)
 
        for (int ch = 0; ch < nCh; ++ch)
        {
            T* channelData = buffer.getChannel(ch);
            auto& prev = lpPrevBlock_[ch];
 
            // 1. Build overlap-save input: [history (overlapSize) | current (L) | zeros].
            //    The full (M-1)-sample history is required for a length-M FIR;
            //    the previous code only kept L samples, corrupting the output
            //    (especially for blocks smaller than maxBlockSize).
            for (int i = 0; i < overlapSize; ++i)
                lpFftIn_[i] = prev[i];
            for (int i = 0; i < L; ++i)
                lpFftIn_[overlapSize + i] = channelData[i];
            for (int i = overlapSize + L; i < N; ++i)
                lpFftIn_[i] = T(0);
 
            // 2. Save the LAST overlapSize samples of [history | current] as the next
            //    block's history (read from lpFftIn_ before the inverse FFT reuses it).
            for (int i = 0; i < overlapSize; ++i)
                prev[i] = lpFftIn_[L + i];
 
            // 3. Forward FFT
            lpFft_->forward(lpFftIn_.data(), lpFftOut_.data());
 
            // 4. Complex multiplication: H(k) * X(k)
            int numBins = N / 2 + 1;
            for (int k = 0; k < numBins; ++k)
            {
                T realX = lpFftOut_[2 * k];
                T imagX = lpFftOut_[2 * k + 1];
                T realH = lpKernel_[2 * k];
                T imagH = lpKernel_[2 * k + 1];
 
                lpFftOut_[2 * k]     = realX * realH - imagX * imagH;
                lpFftOut_[2 * k + 1] = realX * imagH + imagX * realH;
            }
 
            // 5. Inverse FFT
            lpFft_->inverse(lpFftOut_.data(), lpFftIn_.data()); // Reusing lpFftIn_ to save memory
 
            // 6. Overlap-save output extraction: valid data starts at index M - 1
            int offset = M - 1;
            for (int i = 0; i < L; ++i)
            {
                // Assign filtered output back to the channel
                channelData[i] = lpFftIn_[offset + i];
            }
        }
    }
 
    // The pow2 round-up computes lpBlock_ * 4: cap the block size so that can
    // never overflow int (hosts never get close; LP mode disables above it).
    static constexpr int kLpMaxBlockSize = 1 << 18;
 
    AudioSpec spec_ {};
    std::atomic<int> numBands_ { 0 };
 
    std::array<FilterEngine<T>, MaxBands> bands_ {};
    std::array<BandConfig, MaxBands> configs_ {};
    // Per-band enable flag read lock-free every block. The full BandConfig is only
    // read under the configDirty_ acquire gate; `enabled` is toggled often and read
    // on the hot path, so it gets its own atomic to avoid a torn/unsynchronized read.
    std::array<std::atomic<bool>, MaxBands> bandEnabled_ {};
 
    std::atomic<bool> softMode_ { false };
    std::atomic<bool> configDirty_ { false };
    std::atomic<bool> matchedBells_ { false };
 
    // Linear-phase state
    std::atomic<FilterMode> filterMode_ { FilterMode::MinimumPhase };
    std::atomic<bool> lpDirty_ { true };
 
    std::unique_ptr<FFTReal<T>> lpFft_;
    int lpFftSize_ = 0;
    int lpBlock_ = 0; 
 
    std::vector<T> lpKernel_;
    std::vector<std::vector<T>> lpPrevBlock_;
    std::vector<T> lpFftIn_, lpFftOut_;
    // Pre-allocated recompute scratch (no audio-thread allocation on band changes).
    std::vector<T> lpMagScratch_, lpTempFreq_, lpImpulse_, lpKernelSpace_;
};
 
} // namespace dspark