diff --git a/fluidsynth/CMakeLists.txt b/fluidsynth/CMakeLists.txt
index c76b7549..4118c4c7 100644
--- a/fluidsynth/CMakeLists.txt
+++ b/fluidsynth/CMakeLists.txt
@@ -169,9 +169,9 @@ if ( WIN32 )
   endif  ( MINGW )
 else ( WIN32 )
 # Check PThreads, but not in Windows
-  find_package ( Pthreads REQUIRED )
-  set ( HAVE_LIBPTHREAD ${PTHREADS_FOUND} )
-  set ( LIBFLUID_LIBS "m" )
+  find_package ( Threads REQUIRED )
+  set ( HAVE_LIBPTHREAD ${Threads_FOUND} )
+  set ( LIBFLUID_LIBS "m" ${CMAKE_THREAD_LIBS_INIT} )
 endif ( WIN32 )
 
 # IBM OS/2
diff --git a/fluidsynth/cmake_admin/FindPthreads.cmake b/fluidsynth/cmake_admin/FindPthreads.cmake
deleted file mode 100644
index e44e0835..00000000
--- a/fluidsynth/cmake_admin/FindPthreads.cmake
+++ /dev/null
@@ -1,96 +0,0 @@
-# - Find the Pthreads library
-# This module searches for the Pthreads library (including the
-# pthreads-win32 port).
-#
-# This module defines these variables:
-#
-#  PTHREADS_FOUND
-#      True if the Pthreads library was found
-#  PTHREADS_LIBRARY
-#      The location of the Pthreads library
-#  PTHREADS_INCLUDE_DIR
-#      The include directory of the Pthreads library
-#  PTHREADS_DEFINITIONS
-#      Preprocessor definitions to define (HAVE_PTHREAD_H is a fairly common
-#      one)
-#
-# This module responds to the PTHREADS_EXCEPTION_SCHEME
-# variable on Win32 to allow the user to control the
-# library linked against.  The Pthreads-win32 port
-# provides the ability to link against a version of the
-# library with exception handling.  IT IS NOT RECOMMENDED
-# THAT YOU CHANGE PTHREADS_EXCEPTION_SCHEME TO ANYTHING OTHER THAN
-# "C" because most POSIX thread implementations do not support stack
-# unwinding.
-#
-#  PTHREADS_EXCEPTION_SCHEME
-#      C  = no exceptions (default)
-#         (NOTE: This is the default scheme on most POSIX thread
-#          implementations and what you should probably be using)
-#      CE = C++ Exception Handling
-#      SE = Structure Exception Handling (MSVC only)
-#
-
-#
-# Define a default exception scheme to link against
-# and validate user choice.
-#
-IF(NOT DEFINED PTHREADS_EXCEPTION_SCHEME)
-    # Assign default if needed
-    SET(PTHREADS_EXCEPTION_SCHEME "C")
-ELSE(NOT DEFINED PTHREADS_EXCEPTION_SCHEME)
-    # Validate
-    IF(NOT PTHREADS_EXCEPTION_SCHEME STREQUAL "C" AND
-       NOT PTHREADS_EXCEPTION_SCHEME STREQUAL "CE" AND
-       NOT PTHREADS_EXCEPTION_SCHEME STREQUAL "SE")
-
-    MESSAGE(FATAL_ERROR "See documentation for FindPthreads.cmake, only C, CE, and SE modes are allowed")
-
-    ENDIF(NOT PTHREADS_EXCEPTION_SCHEME STREQUAL "C" AND
-          NOT PTHREADS_EXCEPTION_SCHEME STREQUAL "CE" AND
-          NOT PTHREADS_EXCEPTION_SCHEME STREQUAL "SE")
-
-     IF(NOT MSVC AND PTHREADS_EXCEPTION_SCHEME STREQUAL "SE")
-         MESSAGE(FATAL_ERROR "Structured Exception Handling is only allowed for MSVC")
-     ENDIF(NOT MSVC AND PTHREADS_EXCEPTION_SCHEME STREQUAL "SE")
-
-ENDIF(NOT DEFINED PTHREADS_EXCEPTION_SCHEME)
-
-#
-# Find the header file
-#
-FIND_PATH(PTHREADS_INCLUDE_DIR pthread.h)
-
-#
-# Find the library
-#
-SET(names)
-IF(MSVC)
-    SET(names
-            pthreadV${PTHREADS_EXCEPTION_SCHEME}2
-            pthread
-    )
-ELSEIF(MINGW)
-    SET(names
-            pthreadG${PTHREADS_EXCEPTION_SCHEME}2
-            pthread
-    )
-ELSE(MSVC) # Unix / Cygwin / Apple / Etc.
-    SET(names pthread)
-ENDIF(MSVC)
-    
-FIND_LIBRARY(PTHREADS_LIBRARY ${names}
-    DOC "The Portable Threads Library")
-
-INCLUDE(FindPackageHandleStandardArgs)
-FIND_PACKAGE_HANDLE_STANDARD_ARGS(Pthreads DEFAULT_MSG
-    PTHREADS_LIBRARY PTHREADS_INCLUDE_DIR)
-
-IF(PTHREADS_INCLUDE_DIR AND PTHREADS_LIBRARY)
-    SET(PTHREADS_DEFINITIONS -DHAVE_PTHREAD_H)
-    SET(PTHREADS_INCLUDE_DIRS ${PTHREADS_INCLUDE_DIR})
-    SET(PTHREADS_LIBRARIES    ${PTHREADS_LIBRARY})
-ENDIF(PTHREADS_INCLUDE_DIR AND PTHREADS_LIBRARY)
-
-MARK_AS_ADVANCED(PTHREADS_INCLUDE_DIR)
-MARK_AS_ADVANCED(PTHREADS_LIBRARY)