weird code without my function so that katell is repi

CMakeLists.txt

@@ -2,7 +2,7 @@ cmake_minimum_required(VERSION 3.16)
 project(EML)
 
 set(CMAKE_CXX_STANDARD 20)
-set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS}  -O3  -Wall -Wextra -std=c++20")
+set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS}  -O3  -Wall -Wextra -ggdb -std=c++20")
 
 add_subdirectory(Extraction)
 #add_subdirectory(CART)

Extraction/features_extraction.cpp

@@ -10,48 +10,48 @@ std::map<FTYPE, DataVector> stft(DataVector &signal) {
     auto stddev = DataVector(FFT_SIZE);
 
 
-    for (DataVector::const_iterator it; it != signal.end(); it+=N) {
-
-        // get the two overlapping chuncks from the sliding window
-        std::vector<Complex> v1(it, it+N);
-        std::vector<Complex> v2(it+N/2, it+N+N/2);
-
-        auto w = hamming_window();
-        windowing(w, v1);
-        windowing(w, v2);
-
-        // compute the fft
-        ite_dit_fft(v1);
-        ite_dit_fft(v2);
-
-        // compute the magnitude fft's output (which is a complex, with angle and phase)
-        DataVector v1_abs = DataVector(N);
-        DataVector v2_abs = DataVector(N);
-
-        for (std::size_t i=0; i<v1.size(); i++) {
-            v1_abs.push_back(abs(v1[i]));
-            v2_abs.push_back(abs(v2[i]));
-        }
-
-        // compute the average of the magnitudes
-        auto chunck_1_avg = std::accumulate(v1_abs.begin(), v1_abs.end(), 0)/v1_abs.size();
-        auto chunck_2_avg = std::accumulate(v1_abs.begin(), v1_abs.end(), 0)/v1_abs.size();
-
-        avg.push_back(chunck_1_avg);
-        avg.push_back(chunck_2_avg);
-
-        // use the average to compute the std deviation
-        auto chunck_1_stddev = 0;
-        auto chunck_2_stddev = 0;
-
-        for (std::size_t i=0; i < v1_abs.size(); i++) {
-            chunck_1_stddev += pow(v1_abs.at(i) - chunck_1_avg, 2);
-            chunck_2_stddev += pow(v2_abs.at(i) - chunck_1_avg, 2);
-        }
-
-        stddev.push_back(chunck_1_stddev);
-        stddev.push_back(chunck_2_stddev);
-    }
+//    for (DataVector::const_iterator it; it != signal.end()-N-1; it+=N) {
+//
+//        // get the two overlapping chuncks from the sliding window
+//        std::vector<Complex> v1(it, it+N);
+//        std::vector<Complex> v2(it+N/2, it+N+N/2);
+//
+//        auto w = hamming_window();
+//        windowing(w, v1);
+//        windowing(w, v2);
+//
+//        // compute the fft
+//        ite_dit_fft(v1);
+//        ite_dit_fft(v2);
+//
+//        // compute the magnitude fft's output (which is a complex, with angle and phase)
+//        DataVector v1_abs = DataVector(N);
+//        DataVector v2_abs = DataVector(N);
+//
+//        for (std::size_t i=0; i<v1.size(); i++) {
+//            v1_abs.push_back(abs(v1[i]));
+//            v2_abs.push_back(abs(v2[i]));
+//        }
+//
+//        // compute the average of the magnitudes
+//        auto chunck_1_avg = std::accumulate(v1_abs.begin(), v1_abs.end(), 0)/v1_abs.size();
+//        auto chunck_2_avg = std::accumulate(v1_abs.begin(), v1_abs.end(), 0)/v1_abs.size();
+//
+//        avg.push_back(chunck_1_avg);
+//        avg.push_back(chunck_2_avg);
+//
+//        // use the average to compute the std deviation
+//        auto chunck_1_stddev = 0;
+//        auto chunck_2_stddev = 0;
+//
+//        for (std::size_t i=0; i < v1_abs.size(); i++) {
+//            chunck_1_stddev += pow(v1_abs.at(i) - chunck_1_avg, 2);
+//            chunck_2_stddev += pow(v2_abs.at(i) - chunck_1_avg, 2);
+//        }
+//
+//        stddev.push_back(chunck_1_stddev);
+//        stddev.push_back(chunck_2_stddev);
+//    }
 
     std::map<FTYPE, DataVector> features;
     //insert bins average and stddev in features

Extraction/main.cpp

@@ -7,12 +7,13 @@
 
 int main() {
     auto beg = std::chrono::high_resolution_clock::now();
-    auto dirs = alpha_dir_listing("../../data/");
+    auto dirs = alpha_dir_listing("../data/");
     std::vector<std::filesystem::path> training_files;
     std::vector<std::filesystem::path> testing_files;
 
     // Select random files of each music style
     for (auto dir_path: dirs) {
+        std::cout << dir_path << std::endl;
         auto files = alpha_files_listing(dir_path);
         std::vector<std::filesystem::path> training;
         std::vector<std::filesystem::path> testing;

Helpers/au_reading.h

@@ -47,8 +47,6 @@ struct Wave_header {
     U32  magic_num;
     U32  offset;
     U32 data_size;
-    
-
 };
 
 DataVector readAuFile(const std::string fileName) {