diff --git a/cmake/FindTaglib.cmake b/cmake/FindTaglib.cmake
--- a/cmake/FindTaglib.cmake
+++ b/cmake/FindTaglib.cmake
@@ -53,7 +53,10 @@
   exec_program(${TAGLIBCONFIG_EXECUTABLE} ARGS --libs RETURN_VALUE _return_VALUE OUTPUT_VARIABLE TAGLIB_LIBRARIES)
 
   exec_program(${TAGLIBCONFIG_EXECUTABLE} ARGS --cflags RETURN_VALUE _return_VALUE OUTPUT_VARIABLE TAGLIB_CFLAGS)
-  string(REGEX REPLACE " *-I" ";" TAGLIB_INCLUDES "${TAGLIB_CFLAGS}")
+
+  # Assume software will include by things like #include <taglib/tfile.h> instead of <tfile.h>
+  string(REPLACE "/taglib" "" TAGLIB_STRIPPED_INCLUDE_PATHS "${TAGLIB_CFLAGS}")
+  string(REGEX REPLACE " *-I" ";" TAGLIB_INCLUDES "${TAGLIB_STRIPPED_INCLUDE_PATHS}")
 
   include(FindPackageHandleStandardArgs)
   find_package_handle_standard_args(Taglib FOUND_VAR TAGLIB_FOUND
diff --git a/thumbnail/CMakeLists.txt b/thumbnail/CMakeLists.txt
--- a/thumbnail/CMakeLists.txt
+++ b/thumbnail/CMakeLists.txt
@@ -219,6 +219,7 @@
 if(TAGLIB_FOUND)
     set(audiothumbnail_SRCS audiocreator.cpp)
     add_library(audiothumbnail MODULE ${audiothumbnail_SRCS})
+    target_include_directories(audiothumbnail BEFORE PRIVATE ${TAGLIB_INCLUDES})
     target_link_libraries(audiothumbnail ${TAGLIB_LIBRARIES} KF5::KIOWidgets)
     install(TARGETS audiothumbnail DESTINATION ${PLUGIN_INSTALL_DIR})
     set(audiothumbnail_desktop audiothumbnail.desktop)