diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index cd938d2b..117c3a4b 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -3,6 +3,8 @@ include(CheckLibraryExists)
 set (SFIZZ_SOURCES
     sfizz/Synth.cpp
     sfizz/FilePool.cpp
+    sfizz/FilterPool.cpp
+    sfizz/EQPool.cpp
     sfizz/Region.cpp
     sfizz/Voice.cpp
     sfizz/ScopedFTZ.cpp
diff --git a/src/sfizz/CCMap.h b/src/sfizz/CCMap.h
index c89df41a..34bf5b7c 100644
--- a/src/sfizz/CCMap.h
+++ b/src/sfizz/CCMap.h
@@ -86,7 +86,9 @@ public:
      */
     bool contains(int index) const noexcept { return container.find(index) != container.end(); }
     typename std::map<int, ValueType>::iterator begin() { return container.begin(); }
+    typename std::map<int, ValueType>::const_iterator begin() const { return container.cbegin(); }
     typename std::map<int, ValueType>::iterator end() { return container.end(); }
+    typename std::map<int, ValueType>::const_iterator end() const { return container.cend(); }
 private:
     const ValueType defaultValue;
     std::map<int, ValueType> container;
diff --git a/src/sfizz/Config.h b/src/sfizz/Config.h
index 92765c35..cbbfa41a 100644
--- a/src/sfizz/Config.h
+++ b/src/sfizz/Config.h
@@ -53,6 +53,10 @@ namespace config {
     constexpr uint8_t numCCs { 143 };
     constexpr int chunkSize { 1024 };
     constexpr float defaultAmpEGRelease { 0.02f };
+    constexpr int filtersInPool { maxVoices * 2 };
+    constexpr int filtersPerVoice { 2 };
+    constexpr int eqsPerVoice { 3 };
+    constexpr float noiseVariance { 0.25f };
     /**
        Minimum interval in frames between recomputations of coefficients of the
        modulated filter. The lower, the more CPU resources are consumed.
diff --git a/src/sfizz/Defaults.h b/src/sfizz/Defaults.h
index 9ed5cf72..2b734d91 100644
--- a/src/sfizz/Defaults.h
+++ b/src/sfizz/Defaults.h
@@ -131,7 +131,7 @@ namespace Default
     constexpr float filterGain { 0 };
     constexpr int filterKeytrack { 0 };
     constexpr uint8_t filterKeycenter { 60 };
-    constexpr int filterRandom { 60 };
+    constexpr int filterRandom { 0 };
     constexpr int filterVeltrack { 0 };
     constexpr int filterCutoffCC { 0 };
     constexpr float filterResonanceCC { 0 };
diff --git a/src/sfizz/EQPool.cpp b/src/sfizz/EQPool.cpp
new file mode 100644
index 00000000..1004328a
--- /dev/null
+++ b/src/sfizz/EQPool.cpp
@@ -0,0 +1,138 @@
+#include "EQPool.h"
+#include "AtomicGuard.h"
+#include <thread>
+#include "absl/algorithm/container.h"
+#include "SIMDHelpers.h"
+using namespace std::chrono_literals;
+
+sfz::EQHolder::EQHolder(const MidiState& state)
+:midiState(state)
+{
+
+}
+
+void sfz::EQHolder::reset()
+{
+    eq.clear();
+}
+
+void sfz::EQHolder::setup(const EQDescription& description, unsigned numChannels, uint8_t velocity)
+{
+    reset();
+    eq.setChannels(numChannels);
+    this->description = &description;
+    const auto normalizedVelocity = normalizeVelocity(velocity);
+
+    baseBandwidth = description.bandwidth;
+    baseGain = Default::eqGainRange.clamp(description.gain + normalizedVelocity * description.vel2gain);
+    baseFrequency = Default::eqFrequencyRange.clamp(description.frequency + normalizedVelocity * description.vel2frequency);
+}
+
+void sfz::EQHolder::process(const float** inputs, float** outputs, unsigned numFrames)
+{
+    if (description == nullptr) {
+        for (unsigned channelIdx = 0; channelIdx < eq.channels(); channelIdx++)
+            copy<float>({ inputs[channelIdx], numFrames }, { outputs[channelIdx], numFrames });
+        return;
+    }
+
+    // TODO: Once the midistate envelopes are done, add modulation in there!
+    // For now we take the last value
+    lastFrequency = baseFrequency;
+    for (auto& mod: description->frequencyCC) {
+        lastFrequency += midiState.getCCValue(mod.first) * mod.second;
+    }
+    lastFrequency = Default::eqFrequencyRange.clamp(lastFrequency);
+
+    lastBandwidth = baseBandwidth;
+    for (auto& mod: description->bandwidthCC) {
+        lastBandwidth += midiState.getCCValue(mod.first) * mod.second;
+    }
+    lastBandwidth = Default::eqBandwidthRange.clamp(lastBandwidth);
+
+    lastGain = baseGain;
+    for (auto& mod: description->gainCC) {
+        lastGain += midiState.getCCValue(mod.first) * mod.second;
+    }
+    lastGain = Default::eqGainRange.clamp(lastGain);
+
+    eq.process(inputs, outputs, lastFrequency, lastBandwidth, lastGain, numFrames);
+}
+float sfz::EQHolder::getLastFrequency() const
+{
+    return lastFrequency;
+}
+float sfz::EQHolder::getLastBandwidth() const
+{
+    return lastBandwidth;
+}
+float sfz::EQHolder::getLastGain() const
+{
+    return lastGain;
+}
+void sfz::EQHolder::setSampleRate(float sampleRate)
+{
+    eq.init(static_cast<double>(sampleRate));
+}
+
+sfz::EQPool::EQPool(const MidiState& state, int numEQs)
+: midiState(state)
+{
+    setnumEQs(numEQs);
+}
+
+sfz::EQHolderPtr sfz::EQPool::getEQ(const EQDescription& description, unsigned numChannels, uint8_t velocity)
+{
+    AtomicGuard guard { givingOutEQs };
+    if (!canGiveOutEQs)
+        return {};
+
+    auto eq = absl::c_find_if(eqs, [](const EQHolderPtr& holder) {
+        return holder.use_count() == 1;
+    });
+
+    if (eq == eqs.end())
+        return {};
+
+    (**eq).setup(description, numChannels, velocity);
+    return *eq;
+}
+
+size_t sfz::EQPool::getActiveEQs() const
+{
+    return absl::c_count_if(eqs, [](const EQHolderPtr& holder) {
+        return holder.use_count() > 1;
+    });
+}
+
+size_t sfz::EQPool::setnumEQs(size_t numEQs)
+{
+    AtomicDisabler disabler { canGiveOutEQs };
+
+    while(givingOutEQs)
+        std::this_thread::sleep_for(1ms);
+
+    auto eqIterator = eqs.begin();
+    auto eqSentinel = eqs.rbegin();
+    while (eqIterator < eqSentinel.base()) {
+        if (eqIterator->use_count() == 1) {
+            std::iter_swap(eqIterator, eqSentinel);
+            ++eqSentinel;
+        } else {
+            ++eqIterator;
+        }
+    }
+
+    eqs.resize(std::distance(eqs.begin(), eqSentinel.base()));
+    for (size_t i = eqs.size(); i < numEQs; ++i) {
+        eqs.emplace_back(std::make_shared<EQHolder>(midiState));
+        eqs.back()->setSampleRate(sampleRate);
+    }
+
+    return eqs.size();
+}
+void sfz::EQPool::setSampleRate(float sampleRate)
+{
+    for (auto& eq: eqs)
+        eq->setSampleRate(sampleRate);
+}
diff --git a/src/sfizz/EQPool.h b/src/sfizz/EQPool.h
new file mode 100644
index 00000000..879a2cdd
--- /dev/null
+++ b/src/sfizz/EQPool.h
@@ -0,0 +1,123 @@
+#pragma once
+#include "SfzFilter.h"
+#include "EQDescription.h"
+#include "MidiState.h"
+#include <vector>
+#include <memory>
+
+namespace sfz
+{
+
+class EQHolder
+{
+public:
+    EQHolder() = delete;
+    EQHolder(const MidiState& state);
+    /**
+     * @brief Setup a new EQ based on an EQ description.
+     *
+     * @param description the EQ description
+     * @param numChannels the number of channels for the EQ
+     * @param description the triggering velocity/value
+     */
+    void setup(const EQDescription& description, unsigned numChannels, uint8_t velocity);
+    /**
+     * @brief Process a block of stereo inputs
+     *
+     * @param inputs
+     * @param outputs
+     * @param numFrames
+     */
+    void process(const float** inputs, float** outputs, unsigned numFrames);
+    /**
+     * @brief Returns the last value of the frequency for the EQ
+     *
+     * @return float
+     */
+    float getLastFrequency() const;
+    /**
+     * @brief Returns the last value of the bandwitdh for the EQ
+     *
+     * @return float
+     */
+    float getLastBandwidth() const;
+    /**
+     * @brief Returns the last value of the gain for the EQ
+     *
+     * @return float
+     */
+    float getLastGain() const;
+    /**
+     * @brief Set the sample rate for the EQ
+     *
+     * @param sampleRate
+     */
+    void setSampleRate(float sampleRate);
+private:
+    /**
+     * Reset the filter. Is called internally when using setup().
+     */
+    void reset();
+    const MidiState& midiState;
+    const EQDescription* description;
+    FilterEq eq;
+    float baseBandwidth { Default::eqBandwidth };
+    float baseFrequency { Default::eqFrequency1 };
+    float baseGain { Default::eqGain };
+    float lastBandwidth { Default::eqBandwidth };
+    float lastFrequency { Default::eqFrequency1 };
+    float lastGain { Default::eqGain };
+};
+
+using EQHolderPtr = std::shared_ptr<EQHolder>;
+
+class EQPool
+{
+public:
+    EQPool() = delete;
+    /**
+     * @brief Construct a new EQPool object
+     *
+     * @param state the associated midi state
+     * @param numEQs the number of inactive EQs to hold in the pool
+     */
+    EQPool(const MidiState& state, int numEQs = config::filtersInPool);
+    /**
+     * @brief Get an EQ object to use in Voices
+     *
+     * @param description the filter description to bind to the EQ
+     * @param numChannels the number of channels for the EQ
+     * @param velocity the triggering note velocity/value
+     * @return EQHolderPtr release this when done with the filter; no deallocation will be done
+     */
+    EQHolderPtr getEQ(const EQDescription& description, unsigned numChannels, uint8_t velocity);
+    /**
+     * @brief Get the number of active EQs
+     *
+     * @return size_t
+     */
+    size_t getActiveEQs() const;
+    /**
+     * @brief Set the number of EQs in the pool. This function may sleep and should be called from a background thread.
+     * No EQs will be distributed during the reallocation of EQs. Existing running EQs are kept. If the target
+     * number of EQs is less that the number of active EQs, the function will not remove them and you may need
+     * to call it again after existing EQs have run out.
+     *
+     * @param numEQs
+     * @return size_t the actual number of EQs in the pool
+     */
+    size_t setnumEQs(size_t numEQs);
+    /**
+     * @brief Set the sample rate for all EQs
+     *
+     * @param sampleRate
+     */
+    void setSampleRate(float sampleRate);
+private:
+    std::atomic<bool> givingOutEQs { false };
+    std::atomic<bool> canGiveOutEQs { true };
+    float sampleRate { config::defaultSampleRate };
+    const MidiState& midiState;
+    std::vector<EQHolderPtr> eqs;
+};
+}
diff --git a/src/sfizz/FilterPool.cpp b/src/sfizz/FilterPool.cpp
new file mode 100644
index 00000000..5eb6cb3f
--- /dev/null
+++ b/src/sfizz/FilterPool.cpp
@@ -0,0 +1,152 @@
+#include "FilterPool.h"
+#include "SIMDHelpers.h"
+#include "absl/algorithm/container.h"
+#include "AtomicGuard.h"
+#include <thread>
+#include <chrono>
+using namespace std::chrono_literals;
+
+sfz::FilterHolder::FilterHolder(const MidiState& midiState)
+: midiState(midiState)
+{
+
+}
+
+void sfz::FilterHolder::reset()
+{
+    filter.clear();
+}
+
+void sfz::FilterHolder::setup(const FilterDescription& description, unsigned numChannels, int noteNumber, uint8_t velocity)
+{
+    reset();
+    this->description = &description;
+    filter.setType(description.type);
+    filter.setChannels(numChannels);
+
+    baseCutoff = description.cutoff;
+    if (description.random != 0) {
+       dist.param(filterRandomDist::param_type(0, description.random));
+       baseCutoff *= centsFactor(dist(Random::randomGenerator));
+    }
+    const auto keytrack = description.keytrack * (noteNumber - description.keycenter);
+    baseCutoff *= centsFactor(keytrack);
+    const auto veltrack = description.veltrack * normalizeVelocity(velocity);
+    baseCutoff *= centsFactor(veltrack);
+    baseCutoff = Default::filterCutoffRange.clamp(baseCutoff);
+
+    baseGain = description.gain;
+    baseResonance = description.resonance;
+}
+
+void sfz::FilterHolder::process(const float** inputs, float** outputs, unsigned numFrames)
+{
+    if (description == nullptr) {
+        for (unsigned channelIdx = 0; channelIdx < filter.channels(); channelIdx++)
+            copy<float>({ inputs[channelIdx], numFrames }, { outputs[channelIdx], numFrames });
+        return;
+    }
+
+    // TODO: Once the midistate envelopes are done, add modulation in there!
+    // For now we take the last value
+    lastCutoff = baseCutoff;
+    for (auto& mod: description->cutoffCC) {
+        lastCutoff *= centsFactor(midiState.getCCValue(mod.first) * mod.second);
+    }
+    lastCutoff = Default::filterCutoffRange.clamp(lastCutoff);
+
+    lastResonance = baseResonance;
+    for (auto& mod: description->resonanceCC) {
+        lastResonance += midiState.getCCValue(mod.first) * mod.second;
+    }
+    lastResonance = Default::filterResonanceRange.clamp(lastResonance);
+
+    lastGain = baseGain;
+    for (auto& mod: description->gainCC) {
+        lastGain += midiState.getCCValue(mod.first) * mod.second;
+    }
+    lastGain = Default::filterGainRange.clamp(lastGain);
+
+    filter.process(inputs, outputs, lastCutoff, lastResonance, lastGain, numFrames);
+}
+
+float sfz::FilterHolder::getLastCutoff() const
+{
+    return lastCutoff;
+}
+float sfz::FilterHolder::getLastResonance() const
+{
+    return lastResonance;
+}
+float sfz::FilterHolder::getLastGain() const
+{
+    return lastGain;
+}
+
+sfz::FilterPool::FilterPool(const MidiState& state, int numFilters)
+: midiState(state)
+{
+    setNumFilters(numFilters);
+}
+
+sfz::FilterHolderPtr sfz::FilterPool::getFilter(const FilterDescription& description, unsigned numChannels, int noteNumber, uint8_t velocity)
+{
+    AtomicGuard guard { givingOutFilters };
+    if (!canGiveOutFilters)
+        return {};
+
+    auto filter = absl::c_find_if(filters, [](const FilterHolderPtr& holder) {
+        return holder.use_count() == 1;
+    });
+
+    if (filter == filters.end())
+        return {};
+
+    (**filter).setup(description, numChannels, noteNumber, velocity);
+    return *filter;
+}
+
+size_t sfz::FilterPool::getActiveFilters() const
+{
+    return absl::c_count_if(filters, [](const FilterHolderPtr& holder) {
+        return holder.use_count() > 1;
+    });
+}
+
+size_t sfz::FilterPool::setNumFilters(size_t numFilters)
+{
+    AtomicDisabler disabler { canGiveOutFilters };
+
+    while(givingOutFilters)
+        std::this_thread::sleep_for(1ms);
+
+    auto filterIterator = filters.begin();
+    auto filterSentinel = filters.rbegin();
+    while (filterIterator < filterSentinel.base()) {
+        if (filterIterator->use_count() == 1) {
+            std::iter_swap(filterIterator, filterSentinel);
+            ++filterSentinel;
+        } else {
+            ++filterIterator;
+        }
+    }
+
+    filters.resize(std::distance(filters.begin(), filterSentinel.base()));
+    for (size_t i = filters.size(); i < numFilters; ++i) {
+        filters.emplace_back(std::make_shared<FilterHolder>(midiState));
+        filters.back()->setSampleRate(sampleRate);
+    }
+
+    return filters.size();
+}
+
+void sfz::FilterPool::setSampleRate(float sampleRate)
+{
+    for (auto& filter: filters)
+        filter->setSampleRate(sampleRate);
+}
+
+void sfz::FilterHolder::setSampleRate(float sampleRate)
+{
+    filter.init(static_cast<double>(sampleRate));
+}
diff --git a/src/sfizz/FilterPool.h b/src/sfizz/FilterPool.h
new file mode 100644
index 00000000..792777c6
--- /dev/null
+++ b/src/sfizz/FilterPool.h
@@ -0,0 +1,127 @@
+#pragma once
+#include "SfzFilter.h"
+#include "FilterDescription.h"
+#include "MidiState.h"
+#include <vector>
+#include <memory>
+
+namespace sfz
+{
+
+class FilterHolder
+{
+public:
+    FilterHolder() = delete;
+    FilterHolder(const MidiState& state);
+    /**
+     * @brief Setup a new filter based on a filter description, and a triggering note parameters.
+     *
+     * @param description the filter description
+     * @param numChannels the number of channels
+     * @param noteNumber the triggering note number
+     * @param velocity the triggering note velocity/value
+     */
+    void setup(const FilterDescription& description, unsigned numChannels, int noteNumber = static_cast<int>(Default::filterKeycenter), uint8_t velocity = 0);
+    /**
+     * @brief Process a block of stereo inputs
+     *
+     * @param inputs
+     * @param outputs
+     * @param numFrames
+     */
+    void process(const float** inputs, float** outputs, unsigned numFrames);
+    /**
+     * @brief Returns the last value of the cutoff for the filter
+     *
+     * @return float
+     */
+    float getLastCutoff() const;
+    /**
+     * @brief Returns the last value of the resonance for the filter
+     *
+     * @return float
+     */
+    float getLastResonance() const;
+    /**
+     * @brief Returns the last value of the gain for the filter
+     *
+     * @return float
+     */
+    float getLastGain() const;
+    /**
+     * @brief Set the sample rate for a filter
+     *
+     * @param sampleRate
+     */
+    void setSampleRate(float sampleRate);
+private:
+    /**
+     * Reset the filter. Is called internally when using setup().
+     */
+    void reset();
+    const MidiState& midiState;
+    const FilterDescription* description;
+    Filter filter;
+    float baseCutoff { Default::filterCutoff };
+    float baseResonance { Default::filterResonance };
+    float baseGain { Default::filterGain };
+    float lastCutoff { Default::filterCutoff };
+    float lastResonance { Default::filterResonance };
+    float lastGain { Default::filterGain };
+    using filterRandomDist = std::uniform_int_distribution<int>;
+    filterRandomDist dist { 0, sfz::Default::filterRandom };
+};
+
+using FilterHolderPtr = std::shared_ptr<FilterHolder>;
+
+class FilterPool
+{
+public:
+    FilterPool() = delete;
+    /**
+     * @brief Construct a new Filter Pool object
+     *
+     * @param state the associated midi state
+     * @param numFilters the number of inactive filters to hold in the pool
+     */
+    FilterPool(const MidiState& state, int numFilters = config::filtersInPool);
+    /**
+     * @brief Get a filter object to use in Voices
+     *
+     * @param description the filter description to bind to the filter
+     * @param numChannels the number of channels in the underlying filter
+     * @param noteNumber the triggering note number
+     * @param velocity the triggering note velocity
+     * @return FilterHolderPtr release this when done with the filter; no deallocation will be done
+     */
+    FilterHolderPtr getFilter(const FilterDescription& description, unsigned numChannels, int noteNumber = static_cast<int>(Default::filterKeycenter), uint8_t velocity = 0);
+    /**
+     * @brief Get the number of active filters
+     *
+     * @return size_t
+     */
+    size_t getActiveFilters() const;
+    /**
+     * @brief Set the number of filters in the pool. This function may sleep and should be called from a background thread.
+     * No filters will be distributed during the reallocation of filters. Existing running filters are kept. If the target
+     * number of filters is less that the number of active filters, the function will not remove them and you may need
+     * to call it again after existing filters have run out.
+     *
+     * @param numFilters
+     * @return size_t the actual number of filters in the pool
+     */
+    size_t setNumFilters(size_t numFilters);
+    /**
+     * @brief Set the sample rate for all filters
+     *
+     * @param sampleRate
+     */
+    void setSampleRate(float sampleRate);
+private:
+    std::atomic<bool> givingOutFilters { false };
+    std::atomic<bool> canGiveOutFilters { true };
+    float sampleRate { config::defaultSampleRate };
+    const MidiState& midiState;
+    std::vector<FilterHolderPtr> filters;
+};
+}
diff --git a/src/sfizz/Resources.h b/src/sfizz/Resources.h
index 0d11e088..616e2cac 100644
--- a/src/sfizz/Resources.h
+++ b/src/sfizz/Resources.h
@@ -6,13 +6,18 @@
 
 #pragma once
 #include "FilePool.h"
+#include "FilterPool.h"
+#include "EQPool.h"
 #include "Logger.h"
 
 namespace sfz
 {
 struct Resources
 {
+    MidiState midiState;
     Logger logger;
     FilePool filePool { logger };
+    FilterPool filterPool { midiState };
+    EQPool eqPool { midiState };
 };
 }
diff --git a/src/sfizz/SfzFilter.cpp b/src/sfizz/SfzFilter.cpp
index 477ffb82..3d9dedc1 100644
--- a/src/sfizz/SfzFilter.cpp
+++ b/src/sfizz/SfzFilter.cpp
@@ -160,7 +160,7 @@ unsigned Filter::channels() const
 
 void Filter::setChannels(unsigned channels)
 {
-    ASSERT(channels < Impl::maxChannels);
+    ASSERT(channels <= Impl::maxChannels);
     if (P->fChannels != channels) {
         P->fChannels = channels;
         clear();
@@ -330,7 +330,7 @@ unsigned FilterEq::channels() const
 
 void FilterEq::setChannels(unsigned channels)
 {
-    ASSERT(channels < Impl::maxChannels);
+    ASSERT(channels <= Impl::maxChannels);
     if (P->fChannels != channels) {
         P->fChannels = channels;
         clear();
diff --git a/src/sfizz/Synth.cpp b/src/sfizz/Synth.cpp
index 9d9fdc53..3efdb6cf 100644
--- a/src/sfizz/Synth.cpp
+++ b/src/sfizz/Synth.cpp
@@ -78,7 +78,7 @@ void sfz::Synth::callback(absl::string_view header, const std::vector<Opcode>& m
 
 void sfz::Synth::buildRegion(const std::vector<Opcode>& regionOpcodes)
 {
-    auto lastRegion = std::make_unique<Region>(midiState, defaultPath);
+    auto lastRegion = std::make_unique<Region>(resources.midiState, defaultPath);
 
     auto parseOpcodes = [&](const auto& opcodes) {
         for (auto& opcode : opcodes) {
@@ -125,7 +125,7 @@ void sfz::Synth::clear()
     fileTicket = -1;
     defaultSwitch = absl::nullopt;
     defaultPath = "";
-    midiState.reset();
+    resources.midiState.reset();
     ccNames.clear();
     globalOpcodes.clear();
     masterOpcodes.clear();
@@ -159,7 +159,7 @@ void sfz::Synth::handleControlOpcodes(const std::vector<Opcode>& members)
         case hash("set_cc"):
             if (backParameter && Default::ccNumberRange.containsWithEnd(*backParameter)) {
                 const auto ccValue = readOpcode(member.value, Default::ccValueRange).value_or(0);
-                midiState.ccEvent(*backParameter, ccValue);
+                resources.midiState.ccEvent(*backParameter, ccValue);
             }
             break;
         case hash("Label_cc"):
@@ -234,6 +234,9 @@ bool sfz::Synth::loadSfzFile(const fs::path& file)
         ++lastRegion;
     };
 
+    size_t maxFilters { 0 };
+    size_t maxEQs { 0 };
+
     while (currentRegion < lastRegion.base()) {
         auto region = currentRegion->get();
 
@@ -287,7 +290,7 @@ bool sfz::Synth::loadSfzFile(const fs::path& file)
 
         // Defaults
         for (int ccIndex = 0; ccIndex < config::numCCs; ccIndex++) {
-            region->registerCC(ccIndex, midiState.getCCValue(ccIndex));
+            region->registerCC(ccIndex, resources.midiState.getCCValue(ccIndex));
         }
 
         if (defaultSwitch) {
@@ -316,6 +319,8 @@ bool sfz::Synth::loadSfzFile(const fs::path& file)
         region->registerPitchWheel(0);
         region->registerAftertouch(0);
         region->registerTempo(2.0f);
+        maxFilters = max(maxFilters, region->filters.size());
+        maxEQs = max(maxEQs, region->equalizers.size());
 
         ++currentRegion;
     }
@@ -324,6 +329,11 @@ bool sfz::Synth::loadSfzFile(const fs::path& file)
     regions.resize(remainingRegions);
     modificationTime = checkModificationTime();
 
+    for (auto& voice: voices) {
+        voice->setMaxFiltersPerVoice(maxFilters);
+        voice->setMaxEQsPerVoice(maxEQs);
+    }
+
     return parserReturned;
 }
 
@@ -391,6 +401,9 @@ void sfz::Synth::setSampleRate(float sampleRate) noexcept
     this->sampleRate = sampleRate;
     for (auto& voice : voices)
         voice->setSampleRate(sampleRate);
+
+    resources.filterPool.setSampleRate(sampleRate);
+    resources.eqPool.setSampleRate(sampleRate);
 }
 
 void sfz::Synth::renderBlock(AudioSpan<float> buffer) noexcept
@@ -430,7 +443,7 @@ void sfz::Synth::noteOn(int delay, int noteNumber, uint8_t velocity) noexcept
     ASSERT(noteNumber < 128);
     ASSERT(noteNumber >= 0);
 
-    midiState.noteOnEvent(noteNumber, velocity);
+    resources.midiState.noteOnEvent(noteNumber, velocity);
 
     AtomicGuard callbackGuard { inCallback };
     if (!canEnterCallback)
@@ -444,7 +457,7 @@ void sfz::Synth::noteOff(int delay, int noteNumber, uint8_t velocity [[maybe_unu
     ASSERT(noteNumber < 128);
     ASSERT(noteNumber >= 0);
 
-    midiState.noteOffEvent(noteNumber, velocity);
+    resources.midiState.noteOffEvent(noteNumber, velocity);
 
     AtomicGuard callbackGuard { inCallback };
     if (!canEnterCallback)
@@ -453,7 +466,7 @@ void sfz::Synth::noteOff(int delay, int noteNumber, uint8_t velocity [[maybe_unu
     // FIXME: Some keyboards (e.g. Casio PX5S) can send a real note-off velocity. In this case, do we have a
     // way in sfz to specify that a release trigger should NOT use the note-on velocity?
     // auto replacedVelocity = (velocity == 0 ? sfz::getNoteVelocity(noteNumber) : velocity);
-    const auto replacedVelocity = midiState.getNoteVelocity(noteNumber);
+    const auto replacedVelocity = resources.midiState.getNoteVelocity(noteNumber);
 
     for (auto& voice : voices)
         voice->registerNoteOff(delay, noteNumber, replacedVelocity);
@@ -508,7 +521,7 @@ void sfz::Synth::cc(int delay, int ccNumber, uint8_t ccValue) noexcept
         return;
     }
 
-    midiState.ccEvent(ccNumber, ccValue);
+    resources.midiState.ccEvent(ccNumber, ccValue);
     for (auto& voice : voices)
         voice->registerCC(delay, ccNumber, ccValue);
 
@@ -528,7 +541,7 @@ void sfz::Synth::pitchWheel(int delay, int pitch) noexcept
     ASSERT(pitch <= 8192);
     ASSERT(pitch >= -8192);
 
-    midiState.pitchBendEvent(pitch);
+    resources.midiState.pitchBendEvent(pitch);
 
     for (auto& region: regions) {
         region->registerPitchWheel(pitch);
@@ -611,7 +624,7 @@ void sfz::Synth::resetVoices(int numVoices)
 
     voices.clear();
     for (int i = 0; i < numVoices; ++i)
-        voices.push_back(std::make_unique<Voice>(midiState, resources));
+        voices.push_back(std::make_unique<Voice>(resources));
 
     for (auto& voice: voices) {
         voice->setSampleRate(this->sampleRate);
@@ -678,7 +691,7 @@ void sfz::Synth::resetAllControllers(int delay) noexcept
     if (!canEnterCallback)
         return;
 
-    midiState.resetAllControllers();
+    resources.midiState.resetAllControllers();
     for (auto& voice: voices) {
         voice->registerPitchWheel(delay, 0);
         for (int cc = 0; cc < config::numCCs; ++cc)
diff --git a/src/sfizz/Synth.h b/src/sfizz/Synth.h
index 6b978ba6..6605951c 100644
--- a/src/sfizz/Synth.h
+++ b/src/sfizz/Synth.h
@@ -324,7 +324,7 @@ public:
      */
     void disableFreeWheeling() noexcept;
 
-    const MidiState& getMidiState() const noexcept { return midiState; }
+    const MidiState& getMidiState() const noexcept { return resources.midiState; }
 
     /**
      * @brief Check if the SFZ should be reloaded.
@@ -446,7 +446,6 @@ private:
 
     // Singletons passed as references to the voices
     Resources resources;
-    MidiState midiState;
 
     // Control opcodes
     std::string defaultPath { "" };
diff --git a/src/sfizz/Voice.cpp b/src/sfizz/Voice.cpp
index d4a3e6f0..2a36a27c 100644
--- a/src/sfizz/Voice.cpp
+++ b/src/sfizz/Voice.cpp
@@ -14,9 +14,11 @@
 #include "absl/algorithm/container.h"
 #include <memory>
 
-sfz::Voice::Voice(const sfz::MidiState& midiState, sfz::Resources& resources)
-    : midiState(midiState), resources(resources)
+sfz::Voice::Voice(sfz::Resources& resources)
+: resources(resources)
 {
+    filters.reserve(config::filtersPerVoice);
+    equalizers.reserve(config::eqsPerVoice);
 }
 
 void sfz::Voice::startVoice(Region* region, int delay, int number, uint8_t value, sfz::Voice::TriggerType triggerType) noexcept
@@ -45,7 +47,7 @@ void sfz::Voice::startVoice(Region* region, int delay, int number, uint8_t value
     baseVolumedB = region->getBaseVolumedB(number);
     auto volumedB { baseVolumedB };
     if (region->volumeCC)
-        volumedB += normalizeCC(midiState.getCCValue(region->volumeCC->first)) * region->volumeCC->second;
+        volumedB += normalizeCC(resources.midiState.getCCValue(region->volumeCC->first)) * region->volumeCC->second;
     volumeEnvelope.reset(db2mag(Default::volumeRange.clamp(volumedB)));
 
     baseGain = region->getBaseGain();
@@ -54,28 +56,28 @@ void sfz::Voice::startVoice(Region* region, int delay, int number, uint8_t value
 
     float gain { baseGain };
     if (region->amplitudeCC)
-        gain *= normalizeCC(midiState.getCCValue(region->amplitudeCC->first)) * normalizePercents(region->amplitudeCC->second);
+        gain *= normalizeCC(resources.midiState.getCCValue(region->amplitudeCC->first)) * normalizePercents(region->amplitudeCC->second);
     amplitudeEnvelope.reset(Default::normalizedRange.clamp(gain));
 
-    float crossfadeGain { region->getCrossfadeGain(midiState.getCCArray()) };
+    float crossfadeGain { region->getCrossfadeGain(resources.midiState.getCCArray()) };
     crossfadeEnvelope.reset(Default::normalizedRange.clamp(crossfadeGain));
 
     basePan = normalizeNegativePercents(region->pan);
     auto pan { basePan };
     if (region->panCC)
-        pan += normalizeCC(midiState.getCCValue(region->panCC->first)) * normalizeNegativePercents(region->panCC->second);
+        pan += normalizeCC(resources.midiState.getCCValue(region->panCC->first)) * normalizeNegativePercents(region->panCC->second);
     panEnvelope.reset(Default::symmetricNormalizedRange.clamp(pan));
 
     basePosition = normalizeNegativePercents(region->position);
     auto position { basePosition };
     if (region->positionCC)
-        position += normalizeCC(midiState.getCCValue(region->positionCC->first)) * normalizeNegativePercents(region->positionCC->second);
+        position += normalizeCC(resources.midiState.getCCValue(region->positionCC->first)) * normalizeNegativePercents(region->positionCC->second);
     positionEnvelope.reset(Default::symmetricNormalizedRange.clamp(position));
 
     baseWidth = normalizeNegativePercents(region->width);
     auto width { baseWidth };
     if (region->widthCC)
-        width += normalizeCC(midiState.getCCValue(region->widthCC->first)) * normalizeNegativePercents(region->widthCC->second);
+        width += normalizeCC(resources.midiState.getCCValue(region->widthCC->first)) * normalizeNegativePercents(region->widthCC->second);
     widthEnvelope.reset(Default::symmetricNormalizedRange.clamp(width));
 
     pitchBendEnvelope.setFunction([region](float pitchValue){
@@ -83,7 +85,24 @@ void sfz::Voice::startVoice(Region* region, int delay, int number, uint8_t value
         const auto bendInCents = normalizedBend > 0.0f ? normalizedBend * region->bendUp : -normalizedBend * region->bendDown;
         return centsFactor(bendInCents);
     });
-    pitchBendEnvelope.reset(static_cast<float>(midiState.getPitchBend()));
+    pitchBendEnvelope.reset(static_cast<float>(resources.midiState.getPitchBend()));
+
+    // Check that we can handle the number of filters; filters should be cleared here
+    ASSERT((filters.capacity() - filters.size()) >= region->filters.size());
+    ASSERT((equalizers.capacity() - equalizers.size()) >= region->equalizers.size());
+
+    const unsigned numChannels = region->isStereo ? 2 : 1;
+    for (auto& filter: region->filters) {
+        auto newFilter = resources.filterPool.getFilter(filter, numChannels, number, value);
+        if (newFilter)
+            filters.push_back(newFilter);
+    }
+
+    for (auto& eq: region->equalizers) {
+        auto newEQ = resources.eqPool.getEQ(eq, numChannels, value);
+        if (newEQ)
+            equalizers.push_back(newEQ);
+    }
 
     sourcePosition = region->getOffset();
     triggerDelay = delay;
@@ -98,7 +117,7 @@ void sfz::Voice::prepareEGEnvelope(int delay, uint8_t velocity) noexcept
     auto secondsToSamples = [this](auto timeInSeconds) {
         return static_cast<int>(timeInSeconds * sampleRate);
     };
-    const auto& ccArray = midiState.getCCArray();
+    const auto& ccArray = resources.midiState.getCCArray();
     egEnvelope.reset(
         secondsToSamples(region->amplitudeEG.getAttack(ccArray, velocity)),
         secondsToSamples(region->amplitudeEG.getRelease(ccArray, velocity)),
@@ -141,7 +160,7 @@ void sfz::Voice::registerNoteOff(int delay, int noteNumber, uint8_t velocity [[m
         if (region->loopMode == SfzLoopMode::one_shot)
             return;
 
-        if (!region->checkSustain || midiState.getCCValue(config::sustainCC) < config::halfCCThreshold)
+        if (!region->checkSustain || resources.midiState.getCCValue(config::sustainCC) < config::halfCCThreshold)
             release(delay);
     }
 }
@@ -192,7 +211,7 @@ void sfz::Voice::registerCC(int delay, int ccNumber, uint8_t ccValue) noexcept
     }
 
     if (region->crossfadeCCInRange.contains(ccNumber) || region->crossfadeCCOutRange.contains(ccNumber)) {
-        const float crossfadeGain = region->getCrossfadeGain(midiState.getCCArray());
+        const float crossfadeGain = region->getCrossfadeGain(resources.midiState.getCCArray());
         crossfadeEnvelope.registerEvent(delay, Default::normalizedRange.clamp(crossfadeGain));
     }
 }
@@ -290,6 +309,17 @@ void sfz::Voice::processMono(AudioSpan<float> buffer) noexcept
     egEnvelope.getBlock(span1);
     applyGain<float>(span1, leftBuffer);
 
+    // Filtering and EQ
+    const float* inputChannel[1] { leftBuffer.data() };
+    float* outputChannel[1] { leftBuffer.data() };
+    for (auto& filter: filters) {
+        filter->process(inputChannel, outputChannel, numSamples);
+    }
+
+    for (auto& eq: equalizers) {
+        eq->process(inputChannel, outputChannel, numSamples);
+    }
+
     // Prepare for stereo output
     copy<float>(leftBuffer, rightBuffer);
 
@@ -361,6 +391,18 @@ void sfz::Voice::processStereo(AudioSpan<float> buffer) noexcept
     multiplyAdd<float>(span2, span3, rightBuffer);
     applyGain<float>(sqrtTwoInv<float>, leftBuffer);
     applyGain<float>(sqrtTwoInv<float>, rightBuffer);
+
+    // Filtering and EQ
+    const float* inputChannels[2] { leftBuffer.data(), rightBuffer.data() };
+    float* outputChannels[2] { leftBuffer.data(), rightBuffer.data() };
+
+    for (auto& filter: filters) {
+        filter->process(inputChannels, outputChannels, numSamples);
+    }
+
+    for (auto& eq: equalizers) {
+        eq->process(inputChannels, outputChannels, numSamples);
+    }
 }
 
 void sfz::Voice::fillWithData(AudioSpan<float> buffer) noexcept
@@ -458,35 +500,41 @@ void sfz::Voice::fillWithData(AudioSpan<float> buffer) noexcept
 
 void sfz::Voice::fillWithGenerator(AudioSpan<float> buffer) noexcept
 {
-    if (region->sample != "*sine")
-        return;
+    const auto leftSpan = buffer.getSpan(0);
+    const auto rightSpan  = buffer.getSpan(1);
+    if (region->sample == "*noise") {
+        absl::c_generate(leftSpan, [&](){ return noiseDist(Random::randomGenerator); });
+        absl::c_generate(rightSpan, [&](){ return noiseDist(Random::randomGenerator); });
+    }
+    else if (region->sample == "*sine") {
+        // TODO: wavetables for sine and other generators
+        if (buffer.getNumFrames() == 0)
+            return;
 
-    if (buffer.getNumFrames() == 0)
-        return;
+        auto jumps = tempSpan1.first(buffer.getNumFrames());
+        auto bends = tempSpan2.first(buffer.getNumFrames());
+        auto phases = tempSpan2.first(buffer.getNumFrames());
 
-    auto jumps = tempSpan1.first(buffer.getNumFrames());
-    auto bends = tempSpan2.first(buffer.getNumFrames());
-    auto phases = tempSpan2.first(buffer.getNumFrames());
+        const float step = baseFrequency * twoPi<float> / sampleRate;
+        fill<float>(jumps, step);
 
-    const float step = baseFrequency * twoPi<float> / sampleRate;
-    fill<float>(jumps, step);
+        if (region->bendStep > 1)
+            pitchBendEnvelope.getQuantizedBlock(bends, bendStepFactor);
+        else
+            pitchBendEnvelope.getBlock(bends);
 
-    if (region->bendStep > 1)
-        pitchBendEnvelope.getQuantizedBlock(bends, bendStepFactor);
-    else
-        pitchBendEnvelope.getBlock(bends);
+        applyGain<float>(bends, jumps);
+        jumps[0] += phase;
+        cumsum<float>(jumps, phases);
+        phase = phases.back();
 
-    applyGain<float>(bends, jumps);
-    jumps[0] += phase;
-    cumsum<float>(jumps, phases);
-    phase = phases.back();
+        sin<float>(phases, leftSpan);
+        copy<float>(leftSpan, rightSpan);
 
-    sin<float>(phases, buffer.getSpan(0));
-    copy<float>(buffer.getSpan(0), buffer.getSpan(1));
-
-    // Wrap the phase so we don't loose too much precision on longer notes
-    const auto numTwoPiWraps = static_cast<int>(phase / twoPi<float>);
-    phase -= twoPi<float> * static_cast<float>(numTwoPiWraps);
+        // Wrap the phase so we don't loose too much precision on longer notes
+        const auto numTwoPiWraps = static_cast<int>(phase / twoPi<float>);
+        phase -= twoPi<float> * static_cast<float>(numTwoPiWraps);
+    }
 }
 
 bool sfz::Voice::checkOffGroup(int delay, uint32_t group) noexcept
@@ -528,6 +576,8 @@ void sfz::Voice::reset() noexcept
     sourcePosition = 0;
     floatPositionOffset = 0.0f;
     noteIsOff = false;
+    filters.clear();
+    equalizers.clear();
 }
 
 float sfz::Voice::getMeanSquaredAverage() const noexcept
@@ -544,3 +594,17 @@ uint32_t sfz::Voice::getSourcePosition() const noexcept
 {
     return sourcePosition;
 }
+
+void sfz::Voice::setMaxFiltersPerVoice(size_t numFilters)
+{
+    // There are filters in there, this call is unexpected
+    ASSERT(filters.size() == 0);
+    filters.reserve(numFilters);
+}
+
+void sfz::Voice::setMaxEQsPerVoice(size_t numFilters)
+{
+    // There are filters in there, this call is unexpected
+    ASSERT(filters.size() == 0);
+    filters.reserve(numFilters);
+}
diff --git a/src/sfizz/Voice.h b/src/sfizz/Voice.h
index 81cb1faf..ca4dbc09 100644
--- a/src/sfizz/Voice.h
+++ b/src/sfizz/Voice.h
@@ -18,6 +18,7 @@
 #include <absl/types/span.h>
 #include <atomic>
 #include <memory>
+#include <random>
 
 namespace sfz {
 /**
@@ -34,7 +35,7 @@ public:
      *
      * @param midiState
      */
-    Voice(const MidiState& midiState, Resources& resources);
+    Voice(Resources& resources);
     enum class TriggerType {
         NoteOn,
         NoteOff,
@@ -196,6 +197,18 @@ public:
      * @return
      */
     const Region* getRegion() const noexcept { return region; }
+    /**
+     * @brief Set the max number of filters per voice
+     *
+     * @param numFilters
+     */
+    void setMaxFiltersPerVoice(size_t numFilters);
+    /**
+     * @brief Set the max number of EQs per voice
+     *
+     * @param numFilters
+     */
+    void setMaxEQsPerVoice(size_t numEQs);
 private:
     /**
      * @brief Fill a span with data from a file source. This is the first step
@@ -281,9 +294,11 @@ private:
     int minEnvelopeDelay { config::defaultSamplesPerBlock / 2 };
     float sampleRate { config::defaultSampleRate };
 
-    const MidiState& midiState;
     Resources& resources;
 
+    std::vector<FilterHolderPtr> filters;
+    std::vector<EQHolderPtr> equalizers;
+
     ADSREnvelope<float> egEnvelope;
     LinearEnvelope<float> amplitudeEnvelope; // linear events
     LinearEnvelope<float> crossfadeEnvelope;
@@ -294,6 +309,8 @@ private:
     MultiplicativeEnvelope<float> volumeEnvelope;
     float bendStepFactor { centsFactor(1) };
 
+    std::normal_distribution<float> noiseDist { 0, config::noiseVariance };
+
     HistoricalBuffer<float> powerHistory { config::powerHistoryLength };
     LEAK_DETECTOR(Voice);
 };