diff --git a/main/CMakeLists.txt b/main/CMakeLists.txt
index 621bf6c7..d39e3be6 100644
--- a/main/CMakeLists.txt
+++ b/main/CMakeLists.txt
@@ -157,7 +157,9 @@ file(GLOB BOARD_SOURCES
 list(APPEND SOURCES ${BOARD_SOURCES})
 
 if(CONFIG_USE_AUDIO_PROCESSOR)
-    list(APPEND SOURCES "audio_processing/audio_processor.cc")
+    list(APPEND SOURCES "audio_processing/afe_audio_processor.cc")
+else()
+    list(APPEND SOURCES "audio_processing/dummy_audio_processor.cc")
 endif()
 if(CONFIG_USE_WAKE_WORD_DETECT)
     list(APPEND SOURCES "audio_processing/wake_word_detect.cc")
diff --git a/main/application.cc b/main/application.cc
index 102564a0..bc16b71e 100644
--- a/main/application.cc
+++ b/main/application.cc
@@ -10,6 +10,12 @@
 #include "iot/thing_manager.h"
 #include "assets/lang_config.h"
 
+#if CONFIG_USE_AUDIO_PROCESSOR
+#include "afe_audio_processor.h"
+#else
+#include "dummy_audio_processor.h"
+#endif
+
 #include <cstring>
 #include <esp_log.h>
 #include <cJSON.h>
@@ -37,6 +43,12 @@ Application::Application() {
     event_group_ = xEventGroupCreate();
     background_task_ = new BackgroundTask(4096 * 8);
 
+#if CONFIG_USE_AUDIO_PROCESSOR
+    audio_processor_ = std::make_unique<AfeAudioProcessor>();
+#else
+    audio_processor_ = std::make_unique<DummyAudioProcessor>();
+#endif
+
     esp_timer_create_args_t clock_timer_args = {
         .callback = [](void* arg) {
             Application* app = (Application*)arg;
@@ -502,9 +514,8 @@ void Application::Start() {
     });
     bool protocol_started = protocol_->Start();
 
-#if CONFIG_USE_AUDIO_PROCESSOR
-    audio_processor_.Initialize(codec, realtime_chat_enabled_);
-    audio_processor_.OnOutput([this](std::vector<int16_t>&& data) {
+    audio_processor_->Initialize(codec, realtime_chat_enabled_);
+    audio_processor_->OnOutput([this](std::vector<int16_t>&& data) {
         background_task_->Schedule([this, data = std::move(data)]() mutable {
             if (protocol_->IsAudioChannelBusy()) {
                 return;
@@ -520,7 +531,7 @@ void Application::Start() {
             });
         });
     });
-    audio_processor_.OnVadStateChange([this](bool speaking) {
+    audio_processor_->OnVadStateChange([this](bool speaking) {
         if (device_state_ == kDeviceStateListening) {
             Schedule([this, speaking]() {
                 if (speaking) {
@@ -533,7 +544,6 @@ void Application::Start() {
             });
         }
     });
-#endif
 
 #if CONFIG_USE_WAKE_WORD_DETECT
     wake_word_detect_.Initialize(codec);
@@ -716,37 +726,16 @@ void Application::OnAudioInput() {
         }
     }
 #endif
-#if CONFIG_USE_AUDIO_PROCESSOR
-    if (audio_processor_.IsRunning()) {
+    if (audio_processor_->IsRunning()) {
         std::vector<int16_t> data;
-        int samples = audio_processor_.GetFeedSize();
+        int samples = audio_processor_->GetFeedSize();
         if (samples > 0) {
             ReadAudio(data, 16000, samples);
-            audio_processor_.Feed(data);
+            audio_processor_->Feed(data);
             return;
         }
     }
-#else
-    if (device_state_ == kDeviceStateListening) {
-        std::vector<int16_t> data;
-        ReadAudio(data, 16000, 30 * 16000 / 1000);
-        background_task_->Schedule([this, data = std::move(data)]() mutable {
-            if (protocol_->IsAudioChannelBusy()) {
-                return;
-            }
-            opus_encoder_->Encode(std::move(data), [this](std::vector<uint8_t>&& opus) {
-                AudioStreamPacket packet;
-                packet.payload = std::move(opus);
-                packet.timestamp = last_output_timestamp_;
-                last_output_timestamp_ = 0;
-                Schedule([this, packet = std::move(packet)]() {
-                    protocol_->SendAudio(packet);
-                });
-            });
-        });
-        return;
-    }
-#endif
+
     vTaskDelay(pdMS_TO_TICKS(30));
 }
 
@@ -818,9 +807,7 @@ void Application::SetDeviceState(DeviceState state) {
         case kDeviceStateIdle:
             display->SetStatus(Lang::Strings::STANDBY);
             display->SetEmotion("neutral");
-#if CONFIG_USE_AUDIO_PROCESSOR
-            audio_processor_.Stop();
-#endif
+            audio_processor_->Stop();
 #if CONFIG_USE_WAKE_WORD_DETECT
             wake_word_detect_.StartDetection();
 #endif
@@ -838,11 +825,7 @@ void Application::SetDeviceState(DeviceState state) {
             UpdateIotStates();
 
             // Make sure the audio processor is running
-#if CONFIG_USE_AUDIO_PROCESSOR
-            if (!audio_processor_.IsRunning()) {
-#else
-            if (true) {
-#endif
+            if (!audio_processor_->IsRunning()) {
                 // Send the start listening command
                 protocol_->SendStartListening(listening_mode_);
                 if (listening_mode_ == kListeningModeAutoStop && previous_state == kDeviceStateSpeaking) {
@@ -853,18 +836,14 @@ void Application::SetDeviceState(DeviceState state) {
 #if CONFIG_USE_WAKE_WORD_DETECT
                 wake_word_detect_.StopDetection();
 #endif
-#if CONFIG_USE_AUDIO_PROCESSOR
-                audio_processor_.Start();
-#endif
+                audio_processor_->Start();
             }
             break;
         case kDeviceStateSpeaking:
             display->SetStatus(Lang::Strings::SPEAKING);
 
             if (listening_mode_ != kListeningModeRealtime) {
-#if CONFIG_USE_AUDIO_PROCESSOR
-                audio_processor_.Stop();
-#endif
+                audio_processor_->Stop();
 #if CONFIG_USE_WAKE_WORD_DETECT
                 wake_word_detect_.StartDetection();
 #endif
diff --git a/main/application.h b/main/application.h
index a806c346..4291ed77 100644
--- a/main/application.h
+++ b/main/application.h
@@ -11,6 +11,7 @@
 #include <list>
 #include <vector>
 #include <condition_variable>
+#include <memory>
 
 #include <opus_encoder.h>
 #include <opus_decoder.h>
@@ -19,13 +20,11 @@
 #include "protocol.h"
 #include "ota.h"
 #include "background_task.h"
+#include "audio_processor.h"
 
 #if CONFIG_USE_WAKE_WORD_DETECT
 #include "wake_word_detect.h"
 #endif
-#if CONFIG_USE_AUDIO_PROCESSOR
-#include "audio_processor.h"
-#endif
 
 #define SCHEDULE_EVENT (1 << 0)
 #define AUDIO_INPUT_READY_EVENT (1 << 1)
@@ -81,9 +80,7 @@ private:
 #if CONFIG_USE_WAKE_WORD_DETECT
     WakeWordDetect wake_word_detect_;
 #endif
-#if CONFIG_USE_AUDIO_PROCESSOR
-    AudioProcessor audio_processor_;
-#endif
+    std::unique_ptr<AudioProcessor> audio_processor_;
     Ota ota_;
     std::mutex mutex_;
     std::list<std::function<void()>> main_tasks_;
diff --git a/main/audio_processing/audio_processor.cc b/main/audio_processing/afe_audio_processor.cc
similarity index 83%
rename from main/audio_processing/audio_processor.cc
rename to main/audio_processing/afe_audio_processor.cc
index 9bab939b..30898cab 100644
--- a/main/audio_processing/audio_processor.cc
+++ b/main/audio_processing/afe_audio_processor.cc
@@ -1,16 +1,16 @@
-#include "audio_processor.h"
+#include "afe_audio_processor.h"
 #include <esp_log.h>
 
 #define PROCESSOR_RUNNING 0x01
 
-static const char* TAG = "AudioProcessor";
+static const char* TAG = "AfeAudioProcessor";
 
-AudioProcessor::AudioProcessor()
+AfeAudioProcessor::AfeAudioProcessor()
     : afe_data_(nullptr) {
     event_group_ = xEventGroupCreate();
 }
 
-void AudioProcessor::Initialize(AudioCodec* codec, bool realtime_chat) {
+void AfeAudioProcessor::Initialize(AudioCodec* codec, bool realtime_chat) {
     codec_ = codec;
     int ref_num = codec_->input_reference() ? 1 : 0;
 
@@ -51,57 +51,57 @@ void AudioProcessor::Initialize(AudioCodec* codec, bool realtime_chat) {
     afe_data_ = afe_iface_->create_from_config(afe_config);
     
     xTaskCreate([](void* arg) {
-        auto this_ = (AudioProcessor*)arg;
+        auto this_ = (AfeAudioProcessor*)arg;
         this_->AudioProcessorTask();
         vTaskDelete(NULL);
     }, "audio_communication", 4096, this, 3, NULL);
 }
 
-AudioProcessor::~AudioProcessor() {
+AfeAudioProcessor::~AfeAudioProcessor() {
     if (afe_data_ != nullptr) {
         afe_iface_->destroy(afe_data_);
     }
     vEventGroupDelete(event_group_);
 }
 
-size_t AudioProcessor::GetFeedSize() {
+size_t AfeAudioProcessor::GetFeedSize() {
     if (afe_data_ == nullptr) {
         return 0;
     }
     return afe_iface_->get_feed_chunksize(afe_data_) * codec_->input_channels();
 }
 
-void AudioProcessor::Feed(const std::vector<int16_t>& data) {
+void AfeAudioProcessor::Feed(const std::vector<int16_t>& data) {
     if (afe_data_ == nullptr) {
         return;
     }
     afe_iface_->feed(afe_data_, data.data());
 }
 
-void AudioProcessor::Start() {
+void AfeAudioProcessor::Start() {
     xEventGroupSetBits(event_group_, PROCESSOR_RUNNING);
 }
 
-void AudioProcessor::Stop() {
+void AfeAudioProcessor::Stop() {
     xEventGroupClearBits(event_group_, PROCESSOR_RUNNING);
     if (afe_data_ != nullptr) {
         afe_iface_->reset_buffer(afe_data_);
     }
 }
 
-bool AudioProcessor::IsRunning() {
+bool AfeAudioProcessor::IsRunning() {
     return xEventGroupGetBits(event_group_) & PROCESSOR_RUNNING;
 }
 
-void AudioProcessor::OnOutput(std::function<void(std::vector<int16_t>&& data)> callback) {
+void AfeAudioProcessor::OnOutput(std::function<void(std::vector<int16_t>&& data)> callback) {
     output_callback_ = callback;
 }
 
-void AudioProcessor::OnVadStateChange(std::function<void(bool speaking)> callback) {
+void AfeAudioProcessor::OnVadStateChange(std::function<void(bool speaking)> callback) {
     vad_state_change_callback_ = callback;
 }
 
-void AudioProcessor::AudioProcessorTask() {
+void AfeAudioProcessor::AudioProcessorTask() {
     auto fetch_size = afe_iface_->get_fetch_chunksize(afe_data_);
     auto feed_size = afe_iface_->get_feed_chunksize(afe_data_);
     ESP_LOGI(TAG, "Audio communication task started, feed size: %d fetch size: %d",
@@ -136,4 +136,4 @@ void AudioProcessor::AudioProcessorTask() {
             output_callback_(std::vector<int16_t>(res->data, res->data + res->data_size / sizeof(int16_t)));
         }
     }
-}
+} 
\ No newline at end of file
diff --git a/main/audio_processing/afe_audio_processor.h b/main/audio_processing/afe_audio_processor.h
new file mode 100644
index 00000000..a7aa1d2c
--- /dev/null
+++ b/main/audio_processing/afe_audio_processor.h
@@ -0,0 +1,42 @@
+#ifndef AFE_AUDIO_PROCESSOR_H
+#define AFE_AUDIO_PROCESSOR_H
+
+#include <esp_afe_sr_models.h>
+#include <freertos/FreeRTOS.h>
+#include <freertos/task.h>
+#include <freertos/event_groups.h>
+
+#include <string>
+#include <vector>
+#include <functional>
+
+#include "audio_processor.h"
+#include "audio_codec.h"
+
+class AfeAudioProcessor : public AudioProcessor {
+public:
+    AfeAudioProcessor();
+    ~AfeAudioProcessor();
+
+    void Initialize(AudioCodec* codec, bool realtime_chat) override;
+    void Feed(const std::vector<int16_t>& data) override;
+    void Start() override;
+    void Stop() override;
+    bool IsRunning() override;
+    void OnOutput(std::function<void(std::vector<int16_t>&& data)> callback) override;
+    void OnVadStateChange(std::function<void(bool speaking)> callback) override;
+    size_t GetFeedSize() override;
+
+private:
+    EventGroupHandle_t event_group_ = nullptr;
+    esp_afe_sr_iface_t* afe_iface_ = nullptr;
+    esp_afe_sr_data_t* afe_data_ = nullptr;
+    std::function<void(std::vector<int16_t>&& data)> output_callback_;
+    std::function<void(bool speaking)> vad_state_change_callback_;
+    AudioCodec* codec_ = nullptr;
+    bool is_speaking_ = false;
+
+    void AudioProcessorTask();
+};
+
+#endif 
\ No newline at end of file
diff --git a/main/audio_processing/audio_processor.h b/main/audio_processing/audio_processor.h
index 3c2c4b75..048c8f2c 100644
--- a/main/audio_processing/audio_processor.h
+++ b/main/audio_processing/audio_processor.h
@@ -1,11 +1,6 @@
 #ifndef AUDIO_PROCESSOR_H
 #define AUDIO_PROCESSOR_H
 
-#include <esp_afe_sr_models.h>
-#include <freertos/FreeRTOS.h>
-#include <freertos/task.h>
-#include <freertos/event_groups.h>
-
 #include <string>
 #include <vector>
 #include <functional>
@@ -14,28 +9,16 @@
 
 class AudioProcessor {
 public:
-    AudioProcessor();
-    ~AudioProcessor();
-
-    void Initialize(AudioCodec* codec, bool realtime_chat);
-    void Feed(const std::vector<int16_t>& data);
-    void Start();
-    void Stop();
-    bool IsRunning();
-    void OnOutput(std::function<void(std::vector<int16_t>&& data)> callback);
-    void OnVadStateChange(std::function<void(bool speaking)> callback);
-    size_t GetFeedSize();
-
-private:
-    EventGroupHandle_t event_group_ = nullptr;
-    esp_afe_sr_iface_t* afe_iface_ = nullptr;
-    esp_afe_sr_data_t* afe_data_ = nullptr;
-    std::function<void(std::vector<int16_t>&& data)> output_callback_;
-    std::function<void(bool speaking)> vad_state_change_callback_;
-    AudioCodec* codec_ = nullptr;
-    bool is_speaking_ = false;
-
-    void AudioProcessorTask();
+    virtual ~AudioProcessor() = default;
+    
+    virtual void Initialize(AudioCodec* codec, bool realtime_chat) = 0;
+    virtual void Feed(const std::vector<int16_t>& data) = 0;
+    virtual void Start() = 0;
+    virtual void Stop() = 0;
+    virtual bool IsRunning() = 0;
+    virtual void OnOutput(std::function<void(std::vector<int16_t>&& data)> callback) = 0;
+    virtual void OnVadStateChange(std::function<void(bool speaking)> callback) = 0;
+    virtual size_t GetFeedSize() = 0;
 };
 
 #endif
diff --git a/main/audio_processing/dummy_audio_processor.cc b/main/audio_processing/dummy_audio_processor.cc
new file mode 100644
index 00000000..01b7ac7d
--- /dev/null
+++ b/main/audio_processing/dummy_audio_processor.cc
@@ -0,0 +1,44 @@
+#include "dummy_audio_processor.h"
+#include <esp_log.h>
+
+static const char* TAG = "DummyAudioProcessor";
+
+void DummyAudioProcessor::Initialize(AudioCodec* codec, bool realtime_chat) {
+    codec_ = codec;
+}
+
+void DummyAudioProcessor::Feed(const std::vector<int16_t>& data) {
+    if (!is_running_ || !output_callback_) {
+        return;
+    }
+    // 直接将输入数据传递给输出回调
+    output_callback_(std::vector<int16_t>(data));
+}
+
+void DummyAudioProcessor::Start() {
+    is_running_ = true;
+}
+
+void DummyAudioProcessor::Stop() {
+    is_running_ = false;
+}
+
+bool DummyAudioProcessor::IsRunning() {
+    return is_running_;
+}
+
+void DummyAudioProcessor::OnOutput(std::function<void(std::vector<int16_t>&& data)> callback) {
+    output_callback_ = callback;
+}
+
+void DummyAudioProcessor::OnVadStateChange(std::function<void(bool speaking)> callback) {
+    vad_state_change_callback_ = callback;
+}
+
+size_t DummyAudioProcessor::GetFeedSize() {
+    if (!codec_) {
+        return 0;
+    }
+    // 返回一个固定的帧大小，比如 30ms 的数据
+    return 30 * codec_->input_sample_rate() / 1000;
+}
\ No newline at end of file
diff --git a/main/audio_processing/dummy_audio_processor.h b/main/audio_processing/dummy_audio_processor.h
new file mode 100644
index 00000000..0d226931
--- /dev/null
+++ b/main/audio_processing/dummy_audio_processor.h
@@ -0,0 +1,31 @@
+#ifndef DUMMY_AUDIO_PROCESSOR_H
+#define DUMMY_AUDIO_PROCESSOR_H
+
+#include <vector>
+#include <functional>
+
+#include "audio_processor.h"
+#include "audio_codec.h"
+
+class DummyAudioProcessor : public AudioProcessor {
+public:
+    DummyAudioProcessor() = default;
+    ~DummyAudioProcessor() = default;
+
+    void Initialize(AudioCodec* codec, bool realtime_chat) override;
+    void Feed(const std::vector<int16_t>& data) override;
+    void Start() override;
+    void Stop() override;
+    bool IsRunning() override;
+    void OnOutput(std::function<void(std::vector<int16_t>&& data)> callback) override;
+    void OnVadStateChange(std::function<void(bool speaking)> callback) override;
+    size_t GetFeedSize() override;
+
+private:
+    AudioCodec* codec_ = nullptr;
+    std::function<void(std::vector<int16_t>&& data)> output_callback_;
+    std::function<void(bool speaking)> vad_state_change_callback_;
+    bool is_running_ = false;
+};
+
+#endif 
\ No newline at end of file