aboutsummaryrefslogtreecommitdiff
diff options
context:
space:
mode:
-rw-r--r--CMakeLists.txt139
-rw-r--r--LICENCE502
-rw-r--r--README.md73
-rw-r--r--cmake/Modules/FindCsound.cmake29
-rw-r--r--examples/transformhelpers.udo99
-rw-r--r--include/cosine.hpp29
-rw-r--r--include/haar.hpp29
-rw-r--r--include/walsh.hpp43
-rw-r--r--include/walsh2.hpp30
-rw-r--r--src/cosine.cpp131
-rw-r--r--src/haar.cpp418
-rw-r--r--src/opcodes.cpp220
-rw-r--r--src/walsh.cpp1081
-rw-r--r--src/walsh2.cpp58
-rw-r--r--src/windowing.cpp208
15 files changed, 3089 insertions, 0 deletions
diff --git a/CMakeLists.txt b/CMakeLists.txt
new file mode 100644
index 0000000..42753d0
--- /dev/null
+++ b/CMakeLists.txt
@@ -0,0 +1,139 @@
+project("csound_transforms")
+
+cmake_minimum_required(VERSION 3.8)
+
+set(APIVERSION "6.0")
+
+# Release or Debug
+set(CMAKE_BUILD_TYPE "Release")
+
+# force make to print the command lines
+set(CMAKE_VERBOSE_MAKEFILE on)
+
+# path to Csound cmake module
+set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_SOURCE_DIR}/cmake/Modules/")
+
+# set compilation flags
+set(CMAKE_CXX_FLAGS ${CMAKE_CXX_FLAGS} "-std=c++11 -fpermissive -fPIC -w -DUSE_DOUBLE -DB64BIT")
+
+# options
+option(USE_LIB64 "Set to on to set installation dir for libs to lib64" OFF)
+option(USE_DOUBLE "Use doubles for audio calculations" ON)
+option(CPP11 "c++11" ON)
+
+set(BUILDING_CSOUND_PLUGINS ON)
+
+# ----------------------------------------------
+
+include(FindCsound)
+
+include(CheckCCompilerFlag)
+include(CheckCXXCompilerFlag)
+
+# -----------------------------------------------
+
+function(addflag flag flagname)
+ check_c_compiler_flag(${flag} ${flagname})
+ if (${flagname})
+ # message(STATUS "Setting C flag ${flag}")
+ set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} ${flag}" PARENT_SCOPE)
+ endif()
+ check_cxx_compiler_flag(${flag} CXX_${flagname})
+ if (CXX_${flagname})
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${flag}" PARENT_SCOPE)
+ endif()
+endfunction(addflag)
+
+
+# set optimization flags
+if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_COMPILER_IS_CLANG)
+ add_definitions(-fvisibility=hidden)
+ if(NATIVE)
+ add_definitions(-march=native)
+ endif()
+
+ include(CheckCCompilerFlag)
+ include(CheckCXXCompilerFlag)
+
+ addflag(-msse HAS_SSE)
+ addflag(-msse2 HAS_SSE2)
+ addflag(-mfgpath=sse HAS_FPMATH_SSE)
+
+endif()
+
+if(MINGW)
+ set(CMAKE_C_FLAGS "${CMAKE_C_FLAGS} -mstackrealign")
+ set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -mstackrealign")
+endif()
+
+addflag(-ftree-vectorize HAS_TREE_VECTORIZE)
+addflag(-ffast-math HAS_FAST_MATH)
+addflag(-fomit-frame-pointer HAS_OMIT_FRAME_POINTER)
+
+
+# -------------------------------------------------------------------
+
+set(CS_FRAMEWORK_DEST "~/Library/Frameworks")
+
+
+if(USE_LIB64)
+ set(LIBRARY_INSTALL_DIR "lib64")
+ add_definitions("-DLIB64")
+else()
+ set(LIBRARY_INSTALL_DIR "lib")
+endif()
+
+message(STATUS "LIBRARY INSTALL DIR: ${LIBRARY_INSTALL_DIR}")
+
+# -------------------------------------------------------------------
+
+
+if(USE_DOUBLE)
+ message(STATUS ">>> using doubles")
+
+ if(APPLE)
+ set(CSOUNDLIB "CsoundLib64")
+ set(PLUGIN_INSTALL_DIR "${CS_FRAMEWORK_DEST}/${CSOUNDLIB}.framework/Versions/${APIVERSION}/Resources/Opcodes64")
+ else()
+ set(CSOUNDLIB "csound64")
+ set(PLUGIN_INSTALL_DIR "${LIBRARY_INSTALL_DIR}/csound/plugins64-${APIVERSION}")
+ endif()
+else()
+ message(STATUS ">>> not using doubles")
+ if(APPLE)
+ set(CSOUNDLIB "CsoundLib")
+ set(PLUGIN_INSTALL_DIR "${CS_FRAMEWORK_DEST}/${CSOUNDLIB}.framework/Versions/${APIVERSION}/Resources/Opcodes")
+ else()
+ set(CSOUNDLIB "csound")
+ set(PLUGIN_INSTALL_DIR "${LIBRARY_INSTALL_DIR}/csound/plugins-${APIVERSION}")
+ endif()
+endif()
+
+
+# -------------------------------------------------------------------
+
+# Csound opcode build
+find_package(Csound)
+
+
+set(BUILD_PLUGINS_DIR ${CMAKE_CURRENT_BINARY_DIR})
+
+if(NOT CSOUND_FOUND)
+ message(FATAL_ERROR "Csound installation not found")
+endif()
+
+
+set(CPPFILES src/opcodes.cpp src/cosine.cpp src/haar.cpp src/walsh.cpp src/walsh2.cpp)
+
+
+add_library(transforms SHARED ${CPPFILES})
+include_directories(${CSOUND_INCLUDE_DIRS})
+include_directories(include)
+
+
+set_target_properties(transforms PROPERTIES
+ RUNTIME_OUTPUT_DIRECTORY ${BUILD_PLUGINS_DIR}
+ LIBRARY_OUTPUT_DIRECTORY ${BUILD_PLUGINS_DIR})
+
+install(TARGETS transforms LIBRARY DESTINATION "${PLUGIN_INSTALL_DIR}" )
+
diff --git a/LICENCE b/LICENCE
new file mode 100644
index 0000000..de9fd5a
--- /dev/null
+++ b/LICENCE
@@ -0,0 +1,502 @@
+ GNU LESSER GENERAL PUBLIC LICENSE
+ Version 2.1, February 1999
+
+ Copyright (C) 1991, 1999 Free Software Foundation, Inc.
+ 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+[This is the first released version of the Lesser GPL. It also counts
+ as the successor of the GNU Library Public License, version 2, hence
+ the version number 2.1.]
+
+ Preamble
+
+ The licenses for most software are designed to take away your
+freedom to share and change it. By contrast, the GNU General Public
+Licenses are intended to guarantee your freedom to share and change
+free software--to make sure the software is free for all its users.
+
+ This license, the Lesser General Public License, applies to some
+specially designated software packages--typically libraries--of the
+Free Software Foundation and other authors who decide to use it. You
+can use it too, but we suggest you first think carefully about whether
+this license or the ordinary General Public License is the better
+strategy to use in any particular case, based on the explanations below.
+
+ When we speak of free software, we are referring to freedom of use,
+not price. Our General Public Licenses are designed to make sure that
+you have the freedom to distribute copies of free software (and charge
+for this service if you wish); that you receive source code or can get
+it if you want it; that you can change the software and use pieces of
+it in new free programs; and that you are informed that you can do
+these things.
+
+ To protect your rights, we need to make restrictions that forbid
+distributors to deny you these rights or to ask you to surrender these
+rights. These restrictions translate to certain responsibilities for
+you if you distribute copies of the library or if you modify it.
+
+ For example, if you distribute copies of the library, whether gratis
+or for a fee, you must give the recipients all the rights that we gave
+you. You must make sure that they, too, receive or can get the source
+code. If you link other code with the library, you must provide
+complete object files to the recipients, so that they can relink them
+with the library after making changes to the library and recompiling
+it. And you must show them these terms so they know their rights.
+
+ We protect your rights with a two-step method: (1) we copyright the
+library, and (2) we offer you this license, which gives you legal
+permission to copy, distribute and/or modify the library.
+
+ To protect each distributor, we want to make it very clear that
+there is no warranty for the free library. Also, if the library is
+modified by someone else and passed on, the recipients should know
+that what they have is not the original version, so that the original
+author's reputation will not be affected by problems that might be
+introduced by others.
+^L
+ Finally, software patents pose a constant threat to the existence of
+any free program. We wish to make sure that a company cannot
+effectively restrict the users of a free program by obtaining a
+restrictive license from a patent holder. Therefore, we insist that
+any patent license obtained for a version of the library must be
+consistent with the full freedom of use specified in this license.
+
+ Most GNU software, including some libraries, is covered by the
+ordinary GNU General Public License. This license, the GNU Lesser
+General Public License, applies to certain designated libraries, and
+is quite different from the ordinary General Public License. We use
+this license for certain libraries in order to permit linking those
+libraries into non-free programs.
+
+ When a program is linked with a library, whether statically or using
+a shared library, the combination of the two is legally speaking a
+combined work, a derivative of the original library. The ordinary
+General Public License therefore permits such linking only if the
+entire combination fits its criteria of freedom. The Lesser General
+Public License permits more lax criteria for linking other code with
+the library.
+
+ We call this license the "Lesser" General Public License because it
+does Less to protect the user's freedom than the ordinary General
+Public License. It also provides other free software developers Less
+of an advantage over competing non-free programs. These disadvantages
+are the reason we use the ordinary General Public License for many
+libraries. However, the Lesser license provides advantages in certain
+special circumstances.
+
+ For example, on rare occasions, there may be a special need to
+encourage the widest possible use of a certain library, so that it becomes
+a de-facto standard. To achieve this, non-free programs must be
+allowed to use the library. A more frequent case is that a free
+library does the same job as widely used non-free libraries. In this
+case, there is little to gain by limiting the free library to free
+software only, so we use the Lesser General Public License.
+
+ In other cases, permission to use a particular library in non-free
+programs enables a greater number of people to use a large body of
+free software. For example, permission to use the GNU C Library in
+non-free programs enables many more people to use the whole GNU
+operating system, as well as its variant, the GNU/Linux operating
+system.
+
+ Although the Lesser General Public License is Less protective of the
+users' freedom, it does ensure that the user of a program that is
+linked with the Library has the freedom and the wherewithal to run
+that program using a modified version of the Library.
+
+ The precise terms and conditions for copying, distribution and
+modification follow. Pay close attention to the difference between a
+"work based on the library" and a "work that uses the library". The
+former contains code derived from the library, whereas the latter must
+be combined with the library in order to run.
+^L
+ GNU LESSER GENERAL PUBLIC LICENSE
+ TERMS AND CONDITIONS FOR COPYING, DISTRIBUTION AND MODIFICATION
+
+ 0. This License Agreement applies to any software library or other
+program which contains a notice placed by the copyright holder or
+other authorized party saying it may be distributed under the terms of
+this Lesser General Public License (also called "this License").
+Each licensee is addressed as "you".
+
+ A "library" means a collection of software functions and/or data
+prepared so as to be conveniently linked with application programs
+(which use some of those functions and data) to form executables.
+
+ The "Library", below, refers to any such software library or work
+which has been distributed under these terms. A "work based on the
+Library" means either the Library or any derivative work under
+copyright law: that is to say, a work containing the Library or a
+portion of it, either verbatim or with modifications and/or translated
+straightforwardly into another language. (Hereinafter, translation is
+included without limitation in the term "modification".)
+
+ "Source code" for a work means the preferred form of the work for
+making modifications to it. For a library, complete source code means
+all the source code for all modules it contains, plus any associated
+interface definition files, plus the scripts used to control compilation
+and installation of the library.
+
+ Activities other than copying, distribution and modification are not
+covered by this License; they are outside its scope. The act of
+running a program using the Library is not restricted, and output from
+such a program is covered only if its contents constitute a work based
+on the Library (independent of the use of the Library in a tool for
+writing it). Whether that is true depends on what the Library does
+and what the program that uses the Library does.
+
+ 1. You may copy and distribute verbatim copies of the Library's
+complete source code as you receive it, in any medium, provided that
+you conspicuously and appropriately publish on each copy an
+appropriate copyright notice and disclaimer of warranty; keep intact
+all the notices that refer to this License and to the absence of any
+warranty; and distribute a copy of this License along with the
+Library.
+
+ You may charge a fee for the physical act of transferring a copy,
+and you may at your option offer warranty protection in exchange for a
+fee.
+^L
+ 2. You may modify your copy or copies of the Library or any portion
+of it, thus forming a work based on the Library, and copy and
+distribute such modifications or work under the terms of Section 1
+above, provided that you also meet all of these conditions:
+
+ a) The modified work must itself be a software library.
+
+ b) You must cause the files modified to carry prominent notices
+ stating that you changed the files and the date of any change.
+
+ c) You must cause the whole of the work to be licensed at no
+ charge to all third parties under the terms of this License.
+
+ d) If a facility in the modified Library refers to a function or a
+ table of data to be supplied by an application program that uses
+ the facility, other than as an argument passed when the facility
+ is invoked, then you must make a good faith effort to ensure that,
+ in the event an application does not supply such function or
+ table, the facility still operates, and performs whatever part of
+ its purpose remains meaningful.
+
+ (For example, a function in a library to compute square roots has
+ a purpose that is entirely well-defined independent of the
+ application. Therefore, Subsection 2d requires that any
+ application-supplied function or table used by this function must
+ be optional: if the application does not supply it, the square
+ root function must still compute square roots.)
+
+These requirements apply to the modified work as a whole. If
+identifiable sections of that work are not derived from the Library,
+and can be reasonably considered independent and separate works in
+themselves, then this License, and its terms, do not apply to those
+sections when you distribute them as separate works. But when you
+distribute the same sections as part of a whole which is a work based
+on the Library, the distribution of the whole must be on the terms of
+this License, whose permissions for other licensees extend to the
+entire whole, and thus to each and every part regardless of who wrote
+it.
+
+Thus, it is not the intent of this section to claim rights or contest
+your rights to work written entirely by you; rather, the intent is to
+exercise the right to control the distribution of derivative or
+collective works based on the Library.
+
+In addition, mere aggregation of another work not based on the Library
+with the Library (or with a work based on the Library) on a volume of
+a storage or distribution medium does not bring the other work under
+the scope of this License.
+
+ 3. You may opt to apply the terms of the ordinary GNU General Public
+License instead of this License to a given copy of the Library. To do
+this, you must alter all the notices that refer to this License, so
+that they refer to the ordinary GNU General Public License, version 2,
+instead of to this License. (If a newer version than version 2 of the
+ordinary GNU General Public License has appeared, then you can specify
+that version instead if you wish.) Do not make any other change in
+these notices.
+^L
+ Once this change is made in a given copy, it is irreversible for
+that copy, so the ordinary GNU General Public License applies to all
+subsequent copies and derivative works made from that copy.
+
+ This option is useful when you wish to copy part of the code of
+the Library into a program that is not a library.
+
+ 4. You may copy and distribute the Library (or a portion or
+derivative of it, under Section 2) in object code or executable form
+under the terms of Sections 1 and 2 above provided that you accompany
+it with the complete corresponding machine-readable source code, which
+must be distributed under the terms of Sections 1 and 2 above on a
+medium customarily used for software interchange.
+
+ If distribution of object code is made by offering access to copy
+from a designated place, then offering equivalent access to copy the
+source code from the same place satisfies the requirement to
+distribute the source code, even though third parties are not
+compelled to copy the source along with the object code.
+
+ 5. A program that contains no derivative of any portion of the
+Library, but is designed to work with the Library by being compiled or
+linked with it, is called a "work that uses the Library". Such a
+work, in isolation, is not a derivative work of the Library, and
+therefore falls outside the scope of this License.
+
+ However, linking a "work that uses the Library" with the Library
+creates an executable that is a derivative of the Library (because it
+contains portions of the Library), rather than a "work that uses the
+library". The executable is therefore covered by this License.
+Section 6 states terms for distribution of such executables.
+
+ When a "work that uses the Library" uses material from a header file
+that is part of the Library, the object code for the work may be a
+derivative work of the Library even though the source code is not.
+Whether this is true is especially significant if the work can be
+linked without the Library, or if the work is itself a library. The
+threshold for this to be true is not precisely defined by law.
+
+ If such an object file uses only numerical parameters, data
+structure layouts and accessors, and small macros and small inline
+functions (ten lines or less in length), then the use of the object
+file is unrestricted, regardless of whether it is legally a derivative
+work. (Executables containing this object code plus portions of the
+Library will still fall under Section 6.)
+
+ Otherwise, if the work is a derivative of the Library, you may
+distribute the object code for the work under the terms of Section 6.
+Any executables containing that work also fall under Section 6,
+whether or not they are linked directly with the Library itself.
+^L
+ 6. As an exception to the Sections above, you may also combine or
+link a "work that uses the Library" with the Library to produce a
+work containing portions of the Library, and distribute that work
+under terms of your choice, provided that the terms permit
+modification of the work for the customer's own use and reverse
+engineering for debugging such modifications.
+
+ You must give prominent notice with each copy of the work that the
+Library is used in it and that the Library and its use are covered by
+this License. You must supply a copy of this License. If the work
+during execution displays copyright notices, you must include the
+copyright notice for the Library among them, as well as a reference
+directing the user to the copy of this License. Also, you must do one
+of these things:
+
+ a) Accompany the work with the complete corresponding
+ machine-readable source code for the Library including whatever
+ changes were used in the work (which must be distributed under
+ Sections 1 and 2 above); and, if the work is an executable linked
+ with the Library, with the complete machine-readable "work that
+ uses the Library", as object code and/or source code, so that the
+ user can modify the Library and then relink to produce a modified
+ executable containing the modified Library. (It is understood
+ that the user who changes the contents of definitions files in the
+ Library will not necessarily be able to recompile the application
+ to use the modified definitions.)
+
+ b) Use a suitable shared library mechanism for linking with the
+ Library. A suitable mechanism is one that (1) uses at run time a
+ copy of the library already present on the user's computer system,
+ rather than copying library functions into the executable, and (2)
+ will operate properly with a modified version of the library, if
+ the user installs one, as long as the modified version is
+ interface-compatible with the version that the work was made with.
+
+ c) Accompany the work with a written offer, valid for at
+ least three years, to give the same user the materials
+ specified in Subsection 6a, above, for a charge no more
+ than the cost of performing this distribution.
+
+ d) If distribution of the work is made by offering access to copy
+ from a designated place, offer equivalent access to copy the above
+ specified materials from the same place.
+
+ e) Verify that the user has already received a copy of these
+ materials or that you have already sent this user a copy.
+
+ For an executable, the required form of the "work that uses the
+Library" must include any data and utility programs needed for
+reproducing the executable from it. However, as a special exception,
+the materials to be distributed need not include anything that is
+normally distributed (in either source or binary form) with the major
+components (compiler, kernel, and so on) of the operating system on
+which the executable runs, unless that component itself accompanies
+the executable.
+
+ It may happen that this requirement contradicts the license
+restrictions of other proprietary libraries that do not normally
+accompany the operating system. Such a contradiction means you cannot
+use both them and the Library together in an executable that you
+distribute.
+^L
+ 7. You may place library facilities that are a work based on the
+Library side-by-side in a single library together with other library
+facilities not covered by this License, and distribute such a combined
+library, provided that the separate distribution of the work based on
+the Library and of the other library facilities is otherwise
+permitted, and provided that you do these two things:
+
+ a) Accompany the combined library with a copy of the same work
+ based on the Library, uncombined with any other library
+ facilities. This must be distributed under the terms of the
+ Sections above.
+
+ b) Give prominent notice with the combined library of the fact
+ that part of it is a work based on the Library, and explaining
+ where to find the accompanying uncombined form of the same work.
+
+ 8. You may not copy, modify, sublicense, link with, or distribute
+the Library except as expressly provided under this License. Any
+attempt otherwise to copy, modify, sublicense, link with, or
+distribute the Library is void, and will automatically terminate your
+rights under this License. However, parties who have received copies,
+or rights, from you under this License will not have their licenses
+terminated so long as such parties remain in full compliance.
+
+ 9. You are not required to accept this License, since you have not
+signed it. However, nothing else grants you permission to modify or
+distribute the Library or its derivative works. These actions are
+prohibited by law if you do not accept this License. Therefore, by
+modifying or distributing the Library (or any work based on the
+Library), you indicate your acceptance of this License to do so, and
+all its terms and conditions for copying, distributing or modifying
+the Library or works based on it.
+
+ 10. Each time you redistribute the Library (or any work based on the
+Library), the recipient automatically receives a license from the
+original licensor to copy, distribute, link with or modify the Library
+subject to these terms and conditions. You may not impose any further
+restrictions on the recipients' exercise of the rights granted herein.
+You are not responsible for enforcing compliance by third parties with
+this License.
+^L
+ 11. If, as a consequence of a court judgment or allegation of patent
+infringement or for any other reason (not limited to patent issues),
+conditions are imposed on you (whether by court order, agreement or
+otherwise) that contradict the conditions of this License, they do not
+excuse you from the conditions of this License. If you cannot
+distribute so as to satisfy simultaneously your obligations under this
+License and any other pertinent obligations, then as a consequence you
+may not distribute the Library at all. For example, if a patent
+license would not permit royalty-free redistribution of the Library by
+all those who receive copies directly or indirectly through you, then
+the only way you could satisfy both it and this License would be to
+refrain entirely from distribution of the Library.
+
+If any portion of this section is held invalid or unenforceable under any
+particular circumstance, the balance of the section is intended to apply,
+and the section as a whole is intended to apply in other circumstances.
+
+It is not the purpose of this section to induce you to infringe any
+patents or other property right claims or to contest validity of any
+such claims; this section has the sole purpose of protecting the
+integrity of the free software distribution system which is
+implemented by public license practices. Many people have made
+generous contributions to the wide range of software distributed
+through that system in reliance on consistent application of that
+system; it is up to the author/donor to decide if he or she is willing
+to distribute software through any other system and a licensee cannot
+impose that choice.
+
+This section is intended to make thoroughly clear what is believed to
+be a consequence of the rest of this License.
+
+ 12. If the distribution and/or use of the Library is restricted in
+certain countries either by patents or by copyrighted interfaces, the
+original copyright holder who places the Library under this License may add
+an explicit geographical distribution limitation excluding those countries,
+so that distribution is permitted only in or among countries not thus
+excluded. In such case, this License incorporates the limitation as if
+written in the body of this License.
+
+ 13. The Free Software Foundation may publish revised and/or new
+versions of the Lesser General Public License from time to time.
+Such new versions will be similar in spirit to the present version,
+but may differ in detail to address new problems or concerns.
+
+Each version is given a distinguishing version number. If the Library
+specifies a version number of this License which applies to it and
+"any later version", you have the option of following the terms and
+conditions either of that version or of any later version published by
+the Free Software Foundation. If the Library does not specify a
+license version number, you may choose any version ever published by
+the Free Software Foundation.
+^L
+ 14. If you wish to incorporate parts of the Library into other free
+programs whose distribution conditions are incompatible with these,
+write to the author to ask for permission. For software which is
+copyrighted by the Free Software Foundation, write to the Free
+Software Foundation; we sometimes make exceptions for this. Our
+decision will be guided by the two goals of preserving the free status
+of all derivatives of our free software and of promoting the sharing
+and reuse of software generally.
+
+ NO WARRANTY
+
+ 15. BECAUSE THE LIBRARY IS LICENSED FREE OF CHARGE, THERE IS NO
+WARRANTY FOR THE LIBRARY, TO THE EXTENT PERMITTED BY APPLICABLE LAW.
+EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR
+OTHER PARTIES PROVIDE THE LIBRARY "AS IS" WITHOUT WARRANTY OF ANY
+KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR
+PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE
+LIBRARY IS WITH YOU. SHOULD THE LIBRARY PROVE DEFECTIVE, YOU ASSUME
+THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+ 16. IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN
+WRITING WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MAY MODIFY
+AND/OR REDISTRIBUTE THE LIBRARY AS PERMITTED ABOVE, BE LIABLE TO YOU
+FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR
+CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE
+LIBRARY (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA BEING
+RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A
+FAILURE OF THE LIBRARY TO OPERATE WITH ANY OTHER SOFTWARE), EVEN IF
+SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH
+DAMAGES.
+
+ END OF TERMS AND CONDITIONS
+^L
+ How to Apply These Terms to Your New Libraries
+
+ If you develop a new library, and you want it to be of the greatest
+possible use to the public, we recommend making it free software that
+everyone can redistribute and change. You can do so by permitting
+redistribution under these terms (or, alternatively, under the terms of the
+ordinary General Public License).
+
+ To apply these terms, attach the following notices to the library. It is
+safest to attach them to the start of each source file to most effectively
+convey the exclusion of warranty; and each file should have at least the
+"copyright" line and a pointer to where the full notice is found.
+
+ <one line to give the library's name and a brief idea of what it does.>
+ Copyright (C) <year> <name of author>
+
+ This library is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 2.1 of the License, or (at your option) any later version.
+
+ This library is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public
+ License along with this library; if not, write to the Free Software
+ Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
+
+Also add information on how to contact you by electronic and paper mail.
+
+You should also get your employer (if you work as a programmer) or your
+school, if any, to sign a "copyright disclaimer" for the library, if
+necessary. Here is a sample; alter the names:
+
+ Yoyodyne, Inc., hereby disclaims all copyright interest in the
+ library `Frob' (a library for tweaking knobs) written by James Random Hacker.
+
+ <signature of Ty Coon>, 1 April 1990
+ Ty Coon, President of Vice
+
+That's all there is to it!
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..b91227f
--- /dev/null
+++ b/README.md
@@ -0,0 +1,73 @@
+# Introduction
+
+These opcodes present variations on the following transforms:
+ Haar,
+ Walsh/Hadamard
+ Cosine
+
+At current the opcodes will function simply and similar to the fft and fftinv
+opcodes in Csound - ie, the user must implement windowing and ksmps in respect
+to the desired analysis.
+
+These are experimental and exact usage/manipulation of the functions is subject
+to some testing so there may be further development to make the opcodes more
+usable.
+
+Tested on Linux with Csound 6.14
+
+
+# Installation
+
+ mkdir build && cd build
+ cmake ..
+ make
+ sudo make install
+
+
+# Opcodes provided
+Each of the following opcodes receives and emits a k-rate array. The size of the
+input array should be a power of two. The output size will match the input.
+
+
+### tfcosine
+Cosine transform. Notably slow (probably not for realtime usage)
+
+### tfcosineinv
+Inverse cosine transform. As Above
+
+### tfhaar1
+Haar transform, algorithm 1
+
+### tfhaar1inv
+Inverse Haar transform, algorithm 1
+
+### tfhaar2
+Haar transform, algorithm 2
+
+### tfhaar2inv
+Inverse Haar transform, algorithm 1
+
+### tfwalsh1
+Walsh/Hadamard transform, algorithm 1
+
+### tfwalsh2
+Walsh/Hadamard transform, algorithm 2
+
+### tfwalsh2inv
+Inverse Walsh/Hadamard transform, algorithm 2
+
+
+
+
+# Credits
+
+Code, inspiration and relevant licensing has been derived from the following:
+ https://people.sc.fsu.edu/~jburkardt/f_src/walsh/walsh.html
+ https://people.sc.fsu.edu/~jburkardt/f_src/haar/haar.html
+ https://people.sc.fsu.edu/~jburkardt/f_src/cosine_transform/cosine_transform.html
+ https://github.com/mochow13/competitive-programming-library/blob/master/Math/Fast%20Walsh-Hadamard%20Transform.cpp
+
+
+Todo / possibly forthcoming
+ Implement Daubechies wavelets, sine transform.
+
diff --git a/cmake/Modules/FindCsound.cmake b/cmake/Modules/FindCsound.cmake
new file mode 100644
index 0000000..e55b269
--- /dev/null
+++ b/cmake/Modules/FindCsound.cmake
@@ -0,0 +1,29 @@
+# Try to find the Csound library.
+# Once done this will define:
+# CSOUND_FOUND - System has the Csound library
+# CSOUND_INCLUDE_DIRS - The Csound include directories.
+# CSOUND_LIBRARIES - The libraries needed to use the Csound library.
+
+if(APPLE)
+find_path(CSOUND_INCLUDE_DIR csound.h HINTS /Library/Frameworks/CsoundLib64.framework/Headers
+"$ENV{HOME}/Library/Frameworks/CsoundLib64.framework/Headers")
+else()
+find_path(CSOUND_INCLUDE_DIR csound.h PATH_SUFFIXES csound)
+endif()
+
+if(APPLE)
+find_library(CSOUND_LIBRARY NAMES CsoundLib64 HINTS /Library/Frameworks/CsoundLib64.framework/
+"$ENV{HOME}/Library/Frameworks/CsoundLib64.framework")
+else()
+find_library(CSOUND_LIBRARY NAMES csound64 csound)
+endif()
+
+include(FindPackageHandleStandardArgs)
+# handle the QUIETLY and REQUIRED arguments and set CSOUND_FOUND to TRUE
+# if all listed variables are TRUE
+find_package_handle_standard_args(CSOUND
+ CSOUND_LIBRARY CSOUND_INCLUDE_DIR)
+mark_as_advanced(CSOUND_INCLUDE_DIR CSOUND_LIBRARY)
+
+set(CSOUND_INCLUDE_DIRS ${CSOUND_INCLUDE_DIR})
+set(CSOUND_LIBRARIES ${CSOUND_LIBRARY} )
diff --git a/examples/transformhelpers.udo b/examples/transformhelpers.udo
new file mode 100644
index 0000000..d3168a1
--- /dev/null
+++ b/examples/transformhelpers.udo
@@ -0,0 +1,99 @@
+
+#define DEFAULT_SIZE #1024#
+#define DEFAULT_HOPSIZE #128#
+
+opcode tfin, k[], ajj
+ a1, isize, ihopsize xin
+ if (isize == -1) then
+ isize = $DEFAULT_SIZE
+ endif
+ if (ihopsize == -1) then
+ ihopsize = $DEFAULT_HOPSIZE
+ endif
+
+ iolaps = isize/ihopsize
+ kcnt init 0
+ krow init 0
+ kTemp[] init isize
+ kOla[] init isize
+ kIn[] init isize
+ kOut[][] init iolaps, isize
+
+ if (kcnt == ihopsize) then
+ kWin[] window kIn, krow*ihopsize
+ kSpec[] tfhaar1 kWin
+ krow = (krow+1) % iolaps
+ kcnt = 0
+ endif
+
+ kIn shiftin a1
+
+ xout kSpec
+ kcnt += ksmps
+endop
+
+
+opcode tfout, a, k[]jj
+ kSpec[], isize, ihopsize xin
+ if (isize == -1) then
+ isize = $DEFAULT_SIZE
+ endif
+ if (ihopsize == -1) then
+ ihopsize = $DEFAULT_HOPSIZE
+ endif
+
+ iolaps = isize/ihopsize ; overlaps
+ kcnt init 0 ; counting vars
+ krow init 0
+ kTemp[] init isize
+ kOla[] init isize ; overlap-add buffer
+ kIn[] init isize ; input buffer
+ kOut[][] init iolaps, isize ; output buffers
+
+ if (kcnt == ihopsize) then
+ kRow[] tfhaar1inv kSpec
+ kWin[] window kRow, krow*ihopsize
+ kOut setrow kWin, krow
+ kOla = 0
+ ki = 0
+ until (ki == iolaps) do
+ kRow getrow kOut, ki
+ kOla = kOla + kRow
+ ki += 1
+ od
+
+ krow = (krow+1)%iolaps
+ kcnt = 0
+ endif
+ a2 shiftout kOla
+ aout = (a2/iolaps)
+ xout aout
+ kcnt += ksmps
+endop
+
+
+opcode scramble, k[], k[]
+ kin[] xin
+ inum random lenarray(kin)*0.2, lenarray(kin)
+ kndx = 0
+ while (kndx < inum) do
+ ksrc random 0, lenarray(kin)
+ kdest random 0, lenarray(kin)
+ kin[int(kdest)] = kin[int(ksrc)]
+ kndx += 1
+ od
+ xout kin
+endop
+
+
+opcode invert, k[], k[]
+ kin[] xin
+ kout[] init lenarray(kin)
+ kwritex = 0
+ imax = lenarray(kin) - 1
+ while (kwritex < lenarray(kin)) do
+ kout[kwritex] = kin[imax - kwritex]
+ kwritex += 1
+ od
+ xout kout
+endop
diff --git a/include/cosine.hpp b/include/cosine.hpp
new file mode 100644
index 0000000..b9a4804
--- /dev/null
+++ b/include/cosine.hpp
@@ -0,0 +1,29 @@
+/*
+ cosine.hpp
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+
+#ifndef COSINE_HPP
+#define COSINE_HPP
+#include <plugin.h>
+void cosine_transform_data (csnd::Vector<MYFLT> d, csnd::Vector<MYFLT> c);
+void cosine_transform_inverse (csnd::Vector<MYFLT> c, csnd::Vector<MYFLT> d);
+
+#endif /* COSINE_HPP */
+
diff --git a/include/haar.hpp b/include/haar.hpp
new file mode 100644
index 0000000..c18477d
--- /dev/null
+++ b/include/haar.hpp
@@ -0,0 +1,29 @@
+/*
+ haar.hpp
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+
+#ifndef HAAR_HPP
+#define HAAR_HPP
+#include <plugin.h>
+
+void haar_1d (csnd::Csound* csound, csnd::Vector<MYFLT> x);
+void haar_1d_inverse (csnd::Csound* csound, csnd::Vector<MYFLT> x);
+#endif /* HAAR_HPP */
+
diff --git a/include/walsh.hpp b/include/walsh.hpp
new file mode 100644
index 0000000..b3e3d4b
--- /dev/null
+++ b/include/walsh.hpp
@@ -0,0 +1,43 @@
+/*
+ walsh.hpp
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+
+#ifndef WALSH_HPP
+#define WALSH_HPP
+#include <plugin.h>
+void ffwt (csnd::Csound* csound, csnd::Vector<MYFLT> x);
+void fwt (csnd::Csound* csound, csnd::Vector<MYFLT> x);
+void haar (csnd::Csound* csound, csnd::Vector<MYFLT> x);
+void haarin (csnd::Csound* csound, csnd::Vector<MYFLT> x);
+void hnorm (csnd::Vector<MYFLT> x);
+int i4_log_2 ( int i );
+int i4_max ( int i1, int i2 );
+int i4_min ( int i1, int i2 );
+int i4_modp ( int i, int j );
+int i4_power ( int i, int j );
+int i4_wrap ( int ival, int ilo, int ihi );
+void r8vec_copy ( int n, double a1[], csnd::Vector<MYFLT> a2);
+void r8vec_copy ( int n, csnd::Vector<MYFLT> a1, double a2[]);
+double *r8vec_copy_new (csnd::Csound* csound, int n, double a1[] );
+void walsh (csnd::Csound* csound, csnd::Vector<MYFLT> x);
+
+
+#endif /* WALSH_HPP */
+
diff --git a/include/walsh2.hpp b/include/walsh2.hpp
new file mode 100644
index 0000000..e7066ed
--- /dev/null
+++ b/include/walsh2.hpp
@@ -0,0 +1,30 @@
+/*
+ walsh2.cpp
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+#ifndef WALSH2_HPP
+#define WALSH2_HPP
+
+#include <plugin.h>
+
+void fwtanal(csnd::Vector<MYFLT> io);
+void fwtsynth(csnd::Vector<MYFLT> io);
+
+#endif /* WALSH2_HPP */
+
diff --git a/src/cosine.cpp b/src/cosine.cpp
new file mode 100644
index 0000000..78cafd8
--- /dev/null
+++ b/src/cosine.cpp
@@ -0,0 +1,131 @@
+/*
+ cosine.cpp
+ Copyright (C) 2015 John Burkardt
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+
+#include <cmath>
+#include <cstdlib>
+#include <iostream>
+#include <ctime>
+#include <plugin.h>
+
+using namespace std;
+
+#include "cosine.hpp"
+
+//****************************************************************************80
+
+void cosine_transform_data (csnd::Vector<MYFLT> d, csnd::Vector<MYFLT> c)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// COSINE_TRANSFORM_DATA does a cosine transform on a vector of data.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 27 August 2015
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, integer N, the number of data points.
+//
+// Input, double D[N], the vector of data.
+//
+// Output, double COSINE_TRANSFORM_DATA[N], the transform coefficients.
+//
+{
+ int n = d.len();
+ double angle;
+ int i;
+ int j;
+ const double r8_pi = 3.141592653589793;
+
+
+ for ( i = 0; i < n; i++ )
+ {
+ c[i] = 0.0;
+ for ( j = 0; j < n; j++ )
+ {
+ angle = r8_pi * ( double ) ( i * ( 2 * j + 1 ) ) / ( double ) ( 2 * n );
+ c[i] = c[i] + cos ( angle ) * d[j];
+ }
+ c[i] = c[i] * sqrt ( 2.0 / ( double ) ( n ) );
+ }
+}
+//****************************************************************************80
+
+void cosine_transform_inverse (csnd::Vector<MYFLT> c, csnd::Vector<MYFLT> d)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// COSINE_TRANSFORM_INVERSE does an inverse cosine transform.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 27 August 2015
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, integer N, the number of data points.
+//
+// Input, double C[N], the vector of transform coefficients
+//
+// Output, double COSINE_TRANSFORM_INVERSE[N], the original data.
+//
+{
+ int n = c.len();
+ double angle;
+ int i;
+ int j;
+ double r8_pi = 3.141592653589793;
+
+
+ for ( i = 0; i < n; i++ )
+ {
+ d[i] = c[0] / 2.0;
+ for ( j = 1; j < n; j++ )
+ {
+ angle = r8_pi * ( double ) ( ( 2 * i + 1 ) * j ) / ( double ) ( 2 * n );
+ d[i] = d[i] + cos ( angle ) * c[j];
+ }
+ d[i] = d[i] * sqrt ( 2.0 / ( double ) ( n ) );
+ }
+}
+//****************************************************************************80
diff --git a/src/haar.cpp b/src/haar.cpp
new file mode 100644
index 0000000..36d39da
--- /dev/null
+++ b/src/haar.cpp
@@ -0,0 +1,418 @@
+/*
+ haar.cpp
+ Copyright (C) 2014 John Burkardt
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+
+#include <cstdlib>
+#include <iostream>
+#include <iomanip>
+#include <cmath>
+#include <ctime>
+#include <plugin.h>
+
+using namespace std;
+
+#include "haar.hpp"
+
+//****************************************************************************80
+
+void haar_1d (csnd::Csound* csound, csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// HAAR_1D computes the Haar transform of a vector.
+//
+// Discussion:
+//
+// For the classical Haar transform, N should be a power of 2.
+// However, this is not required here.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 06 March 2014
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int N, the dimension of the vector.
+//
+// Input/output, double X[N], on input, the vector to be transformed.
+// On output, the transformed vector.
+//
+{
+ int n = x.len();
+ int i;
+ int k;
+ double s;
+ double *y;
+
+ s = sqrt ( 2.0 );
+
+ //y = new double[n];
+ y = (double*) csound->malloc(sizeof(double) * n);
+//
+// Initialize.
+//
+ for ( i = 0; i < n; i++ )
+ {
+ y[i] = 0.0;
+ }
+//
+// Determine K, the largest power of 2 such that K <= N.
+//
+ k = 1;
+ while ( k * 2 <= n )
+ {
+ k = k * 2;
+ }
+
+ while ( 1 < k )
+ {
+ k = k / 2;
+ for ( i = 0; i < k; i++ )
+ {
+ y[i] = ( x[2*i] + x[2*i+1] ) / s;
+ y[i+k] = ( x[2*i] - x[2*i+1] ) / s;
+ }
+ for ( i = 0; i < k * 2; i++ )
+ {
+ x[i] = y[i];
+ }
+ }
+
+ //delete [] y;
+ csound->free(y);
+
+ return;
+}
+//****************************************************************************80
+
+void haar_1d_inverse (csnd::Csound* csound, csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// HAAR_1D_INVERSE computes the inverse Haar transform of a vector.
+//
+// Discussion:
+//
+// For the classical Haar transform, N should be a power of 2.
+// However, this is not required here.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 06 March 2014
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int N, the dimension of the vector.
+//
+// Input/output, double X[N], on input, the vector to be transformed.
+// On output, the transformed vector.
+//
+{
+
+ int n = x.len();
+ int i;
+ int k;
+ double s;
+ double *y;
+
+ s = sqrt ( 2.0 );
+
+ //y = new double[n];
+ y = (double*) csound->malloc(sizeof(double) * n);
+//
+// Initialize.
+//
+ for ( i = 0; i < n; i++ )
+ {
+ y[i] = 0.0;
+ }
+
+ k = 1;
+ while ( k * 2 <= n )
+ {
+ for ( i = 0; i < k; i++ )
+ {
+ y[2*i] = ( x[i] + x[i+k] ) / s;
+ y[2*i+1] = ( x[i] - x[i+k] ) / s;
+ }
+ for ( i = 0; i < k * 2; i++ )
+ {
+ x[i] = y[i];
+ }
+ k = k * 2;
+ }
+
+ //delete [] y;
+ csound->free(y);
+ return;
+}
+
+
+
+/*
+
+
+//****************************************************************************80
+
+void haar_2d ( int m, int n, double u[] )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// HAAR_2D computes the Haar transform of an array.
+//
+// Discussion:
+//
+// For the classical Haar transform, M and N should be a power of 2.
+// However, this is not required here.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 06 March 2014
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int M, N, the dimensions of the array.
+//
+// Input/output, double U[M*N], the array to be transformed.
+//
+{
+ int i;
+ int j;
+ int k;
+ double s;
+ double *v;
+
+ s = sqrt ( 2.0 );
+
+ v = new double[m*n];
+
+ for ( j = 0; j < n; j++ )
+ {
+ for ( i = 0; i < m; i++ )
+ {
+ v[i+j*m] = u[i+j*m];
+ }
+ }
+//
+// Determine K, the largest power of 2 such that K <= M.
+//
+ k = 1;
+ while ( k * 2 <= m )
+ {
+ k = k * 2;
+ }
+//
+// Transform all columns.
+//
+ while ( 1 < k )
+ {
+ k = k / 2;
+
+ for ( j = 0; j < n; j++ )
+ {
+ for ( i = 0; i < k; i++ )
+ {
+ v[i +j*m] = ( u[2*i+j*m] + u[2*i+1+j*m] ) / s;
+ v[k+i+j*m] = ( u[2*i+j*m] - u[2*i+1+j*m] ) / s;
+ }
+ }
+ for ( j = 0; j < n; j++ )
+ {
+ for ( i = 0; i < 2 * k; i++ )
+ {
+ u[i+j*m] = v[i+j*m];
+ }
+ }
+ }
+//
+// Determine K, the largest power of 2 such that K <= N.
+//
+ k = 1;
+ while ( k * 2 <= n )
+ {
+ k = k * 2;
+ }
+//
+// Transform all rows.
+//
+ while ( 1 < k )
+ {
+ k = k / 2;
+
+ for ( j = 0; j < k; j++ )
+ {
+ for ( i = 0; i < m; i++ )
+ {
+ v[i+( j)*m] = ( u[i+2*j*m] + u[i+(2*j+1)*m] ) / s;
+ v[i+(k+j)*m] = ( u[i+2*j*m] - u[i+(2*j+1)*m] ) / s;
+ }
+ }
+
+ for ( j = 0; j < 2 * k; j++ )
+ {
+ for ( i = 0; i < m; i++ )
+ {
+ u[i+j*m] = v[i+j*m];
+ }
+ }
+ }
+ delete [] v;
+
+ return;
+}
+//****************************************************************************80
+
+void haar_2d_inverse ( int m, int n, double u[] )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// HAAR_2D_INVERSE inverts the Haar transform of an array.
+//
+// Discussion:
+//
+// For the classical Haar transform, M and N should be a power of 2.
+// However, this is not required here.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 06 March 2014
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int M, N, the dimensions of the array.
+//
+// Input/output, double U[M*N], the array to be transformed.
+//
+{
+ int i;
+ int j;
+ int k;
+ double s;
+ double *v;
+
+ s = sqrt ( 2.0 );
+
+ v = new double[m*n];
+
+ for ( j = 0; j < n; j++ )
+ {
+ for ( i = 0; i < m; i++ )
+ {
+ v[i+j*m] = u[i+j*m];
+ }
+ }
+//
+// Inverse transform of all rows.
+//
+ k = 1;
+
+ while ( k * 2 <= n )
+ {
+ for ( j = 0; j < k; j++ )
+ {
+ for ( i = 0; i < m; i++ )
+ {
+ v[i+(2*j )*m] = ( u[i+j*m] + u[i+(k+j)*m] ) / s;
+ v[i+(2*j+1)*m] = ( u[i+j*m] - u[i+(k+j)*m] ) / s;
+ }
+ }
+
+ for ( j = 0; j < 2 * k; j++ )
+ {
+ for ( i = 0; i < m; i++ )
+ {
+ u[i+j*m] = v[i+j*m];
+ }
+ }
+ k = k * 2;
+ }
+//
+// Inverse transform of all columns.
+//
+ k = 1;
+
+ while ( k * 2 <= m )
+ {
+ for ( j = 0; j < n; j++ )
+ {
+ for ( i = 0; i < k; i++ )
+ {
+ v[2*i +j*m] = ( u[i+j*m] + u[k+i+j*m] ) / s;
+ v[2*i+1+j*m] = ( u[i+j*m] - u[k+i+j*m] ) / s;
+ }
+ }
+
+ for ( j = 0; j < n; j++ )
+ {
+ for ( i = 0; i < 2 * k; i++ )
+ {
+ u[i+j*m] = v[i+j*m];
+ }
+ }
+ k = k * 2;
+ }
+ delete [] v;
+
+ return;
+}
+
+ *
+ */ \ No newline at end of file
diff --git a/src/opcodes.cpp b/src/opcodes.cpp
new file mode 100644
index 0000000..ef4f2b1
--- /dev/null
+++ b/src/opcodes.cpp
@@ -0,0 +1,220 @@
+/*
+ opcodes.cpp
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+
+#include <plugin.h>
+#include "cosine.hpp"
+#include "haar.hpp"
+#include "walsh.hpp"
+#include "walsh2.hpp"
+
+
+struct tfcosine : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ cosine_transform_data(in, out);
+ return OK;
+ }
+};
+
+struct tfcosineinv : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ cosine_transform_inverse(in, out);
+ return OK;
+ }
+};
+
+struct tfhaar1 : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ haar_1d(csound, out);
+ return OK;
+ }
+};
+
+struct tfhaar1inv : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ haar_1d_inverse(csound, out);
+ return OK;
+ }
+};
+
+struct tfhaar2 : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ haar(csound, out);
+ return OK;
+ }
+};
+
+struct tfhaar2inv : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ haarin(csound, out);
+ return OK;
+ }
+};
+
+struct tfwalsh1 : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ walsh(csound, out);
+ return OK;
+ }
+};
+
+struct tfwalsh2 : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ fwtanal(out);
+ return OK;
+ }
+};
+
+struct tfwalsh2inv : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ fwtsynth(out);
+ return OK;
+ }
+};
+
+
+#include <modload.h>
+
+void csnd::on_load(csnd::Csound *csound) {
+ csnd::plugin<tfcosine>(csound, "tfcosine", csnd::thread::ik);
+ csnd::plugin<tfcosineinv>(csound, "tfcosineinv", csnd::thread::ik);
+ csnd::plugin<tfhaar1>(csound, "tfhaar1", csnd::thread::ik);
+ csnd::plugin<tfhaar1inv>(csound, "tfhaar1inv", csnd::thread::ik);
+ csnd::plugin<tfhaar2>(csound, "tfhaar2", csnd::thread::ik);
+ csnd::plugin<tfhaar2inv>(csound, "tfhaar2inv", csnd::thread::ik);
+ csnd::plugin<tfwalsh1>(csound, "tfwalsh1", csnd::thread::ik);
+ csnd::plugin<tfwalsh2>(csound, "tfwalsh2", csnd::thread::ik);
+ csnd::plugin<tfwalsh2inv>(csound, "tfwalsh2inv", csnd::thread::ik);
+}
diff --git a/src/walsh.cpp b/src/walsh.cpp
new file mode 100644
index 0000000..0ae574a
--- /dev/null
+++ b/src/walsh.cpp
@@ -0,0 +1,1081 @@
+/*
+ walsh.cpp
+ Copyright (C) 2004 John Burkardt
+ Copyright (C) 2011 Ken Beauchamp
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+
+#include <cstdlib>
+#include <iostream>
+#include <iomanip>
+#include <cmath>
+#include <ctime>
+#include <cstring>
+#include <plugin.h>
+
+using namespace std;
+
+#include "walsh.hpp"
+
+//****************************************************************************80
+
+void ffwt (csnd::Csound* csound, csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// FFWT performs an in-place fast Walsh transform.
+//
+// Discussion:
+//
+// This routine performs a fast Walsh transform on an input series X
+// leaving the transformed results in X.
+// X is dimensioned N, which must be a power of 2.
+// The results of this Walsh transform are in sequency order.
+//
+// The output sequence could be normalized by dividing by N.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 16 March 2011
+//
+// Author:
+//
+// Ken Beauchamp
+//
+// Reference:
+//
+// Ken Beauchamp,
+// Walsh functions and their applications,
+// Academic Press, 1975,
+// ISBN: 0-12-084050-2,
+// LC: QA404.5.B33.
+//
+// Parameters:
+//
+// Input, int N, the number of items in X.
+// N must be a power of 2.
+//
+// Input/output, double X[N], the data to be transformed.
+//
+{
+ double hold;
+ int i;
+ int ii;
+ int j;
+ int j2;
+ int js;
+ int k;
+ int l;
+ int m;
+ int mw;
+ int mw1;
+ int nw;
+ int nz;
+ int nz2;
+ int nzi;
+ int nzn;
+ int *two_power;
+ double z;
+ int n = x.len();
+
+ m = i4_log_2 ( n );
+
+ two_power = (int*) csound->malloc(sizeof(int) * m); // new int[m];
+
+ for ( i = 0; i < m; i++ )
+ {
+ two_power[i] = i4_power ( 2, m - 1 - i );
+ }
+
+ for ( l = 0; l < m; l++ )
+ {
+ nz = i4_power ( 2, l );
+ nzi = 2 * nz;
+ nzn = n / nzi;
+ nz2 = nz / 2;
+ if ( nz2 == 0 )
+ {
+ nz2 = 1;
+ }
+
+ for ( i = 0; i < nzn; i++ )
+ {
+ js = i * nzi;
+ z = 1.0;
+ for ( ii = 0; ii < 2; ii++ )
+ {
+ for ( j = 0; j < nz2; j++ )
+ {
+ js = js + 1;
+ j2 = js + nz;
+ hold = x[js-1] + z * x[j2-1];
+ z = - z;
+ x[j2-1] = x[js-1] + z * x[j2-1];
+ x[js-1] = hold;
+ z = - z;
+ }
+ if ( l == 0 )
+ {
+ break;
+ }
+ z = - 1.0;
+ }
+ }
+ }
+//
+// Bit reversal section.
+//
+ nw = 0;
+ for ( k = 0; k < n; k++ )
+ {
+//
+// Choose correct index and switch elements if not already switched.
+//
+ if ( k < nw )
+ {
+ hold = x[nw];
+ x[nw] = x[k];
+ x[k] = hold;
+ }
+//
+// Bump up series by 1.
+//
+ for ( i = 0; i < m; i++ )
+ {
+ ii = i;
+ if ( nw < two_power[i] )
+ {
+ break;
+ }
+ mw = nw / two_power[i];
+ mw1 = mw / 2;
+ if ( mw <= 2 * mw1 )
+ {
+ break;
+ }
+ nw = nw - two_power[i];
+ }
+ nw = nw + two_power[ii];
+ }
+
+ //delete [] two_power;
+ csound->free(two_power);
+
+ return;
+}
+//****************************************************************************80
+
+void fwt (csnd::Csound* csound, csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// FWT performs a fast Walsh transform.
+//
+// Discussion:
+//
+// This routine performs a fast Walsh transform on an input series X
+// leaving the transformed results in X.
+// X is dimensioned N, which must be a power of 2.
+// The results of this Walsh transform are in sequency order.
+//
+// The output sequence could be normalized by dividing by N.
+//
+// Note that the program text in the reference included the line
+// y(jd) = abs ( x(j) - x(j2) )
+// which has been corrected to:
+// y(jd) = x(j) - x(j2)
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 16 March 2011
+//
+// Author:
+//
+// Ken Beauchamp
+//
+// Reference:
+//
+// Ken Beauchamp,
+// Walsh functions and their applications,
+// Academic Press, 1975,
+// ISBN: 0-12-084050-2,
+// LC: QA404.5.B33.
+//
+// Parameters:
+//
+// Input, int N, the number of items in X.
+// N must be a power of 2.
+//
+// Input/output, double X[N], the data to be transformed.
+//
+{
+ int i;
+ int j;
+ int j2;
+ int jd;
+ int js;
+ int l;
+ int m;
+ int n2;
+ int nx;
+ int ny;
+ int nz;
+ int nzi;
+ int nzn;
+ double *y;
+ int n = x.len();
+ y = (double*) csound->malloc(sizeof(double) * n);//new double[n];
+
+ n2 = n / 2;
+ m = i4_log_2 ( n );
+
+ for ( l = 1; l <= m; l++ )
+ {
+ ny = 0;
+ nz = i4_power ( 2, l - 1 );
+ nzi = 2 * nz;
+ nzn = n / nzi;
+ for ( i = 1; i <= nzn; i++ )
+ {
+ nx = ny + 1;
+ ny = ny + nz;
+ js = ( i - 1 ) * nzi;
+ jd = js + nzi + 1;
+ for ( j = nx; j <= ny; j++ )
+ {
+ js = js + 1;
+ j2 = j + n2;
+ y[js-1] = x[j-1] + x[j2-1];
+ jd = jd - 1;
+ y[jd-1] = x[j-1] - x[j2-1];
+ }
+ }
+ r8vec_copy (n, y, x );
+ }
+ csound->free(y); //delete [] y;
+
+ return;
+}
+//****************************************************************************80
+
+void haar (csnd::Csound* csound, csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// HAAR performs a Haar transform.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 16 March 2011
+//
+// Author:
+//
+// Ken Beauchamp
+//
+// Reference:
+//
+// Ken Beauchamp,
+// Walsh functions and their applications,
+// Academic Press, 1975,
+// ISBN: 0-12-084050-2,
+// LC: QA404.5.B33.
+//
+// Parameters:
+//
+// Input, int N, the number of items in X.
+// N must be a power of 2.
+//
+// Input/output, double X[N], the data to be transformed.
+//
+{
+ int i;
+ int i1;
+ int j;
+ int jj;
+ int k;
+ int l;
+ int l2;
+ int l3;
+ double *y;
+ int n = x.len();
+
+ y = (double*) csound->malloc(sizeof(double) * n); //new double[n];
+
+ k = i4_log_2 ( n );
+
+ for ( i = 1; i <= k; i++ )
+ {
+ l = k + 1 - i;
+ l2 = i4_power ( 2, l - 1 );
+
+ r8vec_copy (2 * l2, x, y );
+
+ for ( j = 1; j <= l2; j++ )
+ {
+ l3 = l2 + j;
+ jj = 2 * j - 1;
+ x[j-1] = y[jj-1] + y[jj];
+ x[l3-1] = y[jj-1] - y[jj];
+ }
+ }
+ csound->free(y); //delete [] y;
+
+ return;
+}
+//****************************************************************************80
+
+void haarin (csnd::Csound* csound, csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// HAARIN inverts a Haar transform.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 16 March 2011
+//
+// Author:
+//
+// Ken Beauchamp
+//
+// Reference:
+//
+// Ken Beauchamp,
+// Walsh functions and their applications,
+// Academic Press, 1975,
+// ISBN: 0-12-084050-2,
+// LC: QA404.5.B33.
+//
+// Parameters:
+//
+// Input, int N, the number of items in X.
+// N must be a power of 2.
+//
+// Input/output, double X[N], the data to be transformed.
+//
+{
+ int i;
+ int i1;
+ int j;
+ int jj;
+ int jj1;
+ int k;
+ int l;
+ int lj;
+ double *y;
+ int n = x.len();
+
+ y = (double*) csound->malloc(sizeof(double) * n); //new double[n];
+
+ k = i4_log_2 ( n );
+
+ for ( i = 1; i <= k; i++ )
+ {
+ l = i4_power ( 2, i - 1 );
+ r8vec_copy (2 * l, x, y );
+ for ( j = 1; j <= l; j++ )
+ {
+ lj = l + j;
+ jj = 2 * j;
+ jj1 = jj - 1;
+ x[jj-1] = y[j-1] - y[lj-1];
+ x[jj1-1] = y[j-1] + y[lj-1];
+ }
+ }
+
+ csound->free(y); //delete [] y;
+
+ return;
+}
+//****************************************************************************80
+
+void hnorm (csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// HNORM computes normalization factors for a forward or inverse Haar transform.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 16 March 2011
+//
+// Author:
+//
+// Ken Beauchamp
+//
+// Reference:
+//
+// Ken Beauchamp,
+// Walsh functions and their applications,
+// Academic Press, 1975,
+// ISBN: 0-12-084050-2,
+// LC: QA404.5.B33.
+//
+// Parameters:
+//
+// Input, int N, the number of items in X.
+// N must be a power of 2.
+//
+// Input/output, double X[N], the data to be transformed.
+//
+{
+ int i;
+ int ii;
+ int j;
+ int jmax;
+ int jmin;
+ int k;
+ double wlk;
+ int n = x.len();
+
+ k = i4_log_2 ( n );
+
+ x[0] = x[0] / pow ( 2.0, k );
+
+ if ( 1 <= k )
+ {
+ x[1] = x[1] / pow ( 2.0, k );
+ }
+
+ for ( ii = 2; ii <= k; ii++ )
+ {
+ i = ii - 1;
+ wlk = 1.0 / pow ( 2.0, k - i );
+ jmin = i4_power ( 2, i );
+ jmax = i4_power ( 2, ii ) - 1;
+ for ( j = jmin; j <= jmax; j++ )
+ {
+ x[j] = x[j] * wlk;
+ }
+ }
+ return;
+}
+//****************************************************************************80
+
+int i4_log_2 ( int i )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// I4_LOG_2 returns the integer part of the logarithm base 2 of an I4.
+//
+// Example:
+//
+// I I4_LOG_10
+// ----- --------
+// 0 0
+// 1 0
+// 2 1
+// 3 1
+// 4 2
+// 5 2
+// 7 2
+// 8 3
+// 9 3
+// 1000 9
+// 1024 10
+//
+// Discussion:
+//
+// I4_LOG_2 ( I ) + 1 is the number of binary digits in I.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 04 January 2004
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int I, the number whose logarithm base 2 is desired.
+//
+// Output, int I4_LOG_2, the integer part of the logarithm base 2 of
+// the absolute value of X.
+//
+{
+ int i_abs;
+ int two_pow;
+ int value;
+
+ if ( i == 0 )
+ {
+ value = 0;
+ }
+ else
+ {
+ value = 0;
+ two_pow = 2;
+
+ i_abs = abs ( i );
+
+ while ( two_pow <= i_abs )
+ {
+ value = value + 1;
+ two_pow = two_pow * 2;
+ }
+ }
+
+ return value;
+}
+//****************************************************************************80
+
+int i4_max ( int i1, int i2 )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// I4_MAX returns the maximum of two I4's.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 13 October 1998
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int I1, I2, are two integers to be compared.
+//
+// Output, int I4_MAX, the larger of I1 and I2.
+//
+{
+ int value;
+
+ if ( i2 < i1 )
+ {
+ value = i1;
+ }
+ else
+ {
+ value = i2;
+ }
+ return value;
+}
+//****************************************************************************80
+
+int i4_min ( int i1, int i2 )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// I4_MIN returns the minimum of two I4's.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 13 October 1998
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int I1, I2, two integers to be compared.
+//
+// Output, int I4_MIN, the smaller of I1 and I2.
+//
+{
+ int value;
+
+ if ( i1 < i2 )
+ {
+ value = i1;
+ }
+ else
+ {
+ value = i2;
+ }
+ return value;
+}
+//****************************************************************************80
+
+int i4_modp ( int i, int j )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// I4_MODP returns the nonnegative remainder of I4 division.
+//
+// Discussion:
+//
+// If
+// NREM = I4_MODP ( I, J )
+// NMULT = ( I - NREM ) / J
+// then
+// I = J * NMULT + NREM
+// where NREM is always nonnegative.
+//
+// The MOD function computes a result with the same sign as the
+// quantity being divided. Thus, suppose you had an angle A,
+// and you wanted to ensure that it was between 0 and 360.
+// Then mod(A,360) would do, if A was positive, but if A
+// was negative, your result would be between -360 and 0.
+//
+// On the other hand, I4_MODP(A,360) is between 0 and 360, always.
+//
+// I J MOD I4_MODP I4_MODP Factorization
+//
+// 107 50 7 7 107 = 2 * 50 + 7
+// 107 -50 7 7 107 = -2 * -50 + 7
+// -107 50 -7 43 -107 = -3 * 50 + 43
+// -107 -50 -7 43 -107 = 3 * -50 + 43
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 26 May 1999
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int I, the number to be divided.
+//
+// Input, int J, the number that divides I.
+//
+// Output, int I4_MODP, the nonnegative remainder when I is
+// divided by J.
+//
+{
+ int value;
+
+ if ( j == 0 )
+ {
+ cerr << "\n";
+ cerr << "I4_MODP - Fatal error!\n";
+ cerr << " I4_MODP ( I, J ) called with J = " << j << "\n";
+ exit ( 1 );
+ }
+
+ value = i % j;
+
+ if ( value < 0 )
+ {
+ value = value + abs ( j );
+ }
+
+ return value;
+}
+//****************************************************************************80
+
+int i4_power ( int i, int j )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// I4_POWER returns the value of I^J.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 01 April 2004
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int I, J, the base and the power. J should be nonnegative.
+//
+// Output, int I4_POWER, the value of I^J.
+//
+{
+ int k;
+ int value;
+
+ if ( j < 0 )
+ {
+ if ( i == 1 )
+ {
+ value = 1;
+ }
+ else if ( i == 0 )
+ {
+ cerr << "\n";
+ cerr << "I4_POWER - Fatal error!\n";
+ cerr << " I^J requested, with I = 0 and J negative.\n";
+ exit ( 1 );
+ }
+ else
+ {
+ value = 0;
+ }
+ }
+ else if ( j == 0 )
+ {
+ if ( i == 0 )
+ {
+ cerr << "\n";
+ cerr << "I4_POWER - Fatal error!\n";
+ cerr << " I^J requested, with I = 0 and J = 0.\n";
+ exit ( 1 );
+ }
+ else
+ {
+ value = 1;
+ }
+ }
+ else if ( j == 1 )
+ {
+ value = i;
+ }
+ else
+ {
+ value = 1;
+ for ( k = 1; k <= j; k++ )
+ {
+ value = value * i;
+ }
+ }
+ return value;
+}
+//****************************************************************************80
+
+int i4_wrap ( int ival, int ilo, int ihi )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// I4_WRAP forces an I4 to lie between given limits by wrapping.
+//
+// Example:
+//
+// ILO = 4, IHI = 8
+//
+// I Value
+//
+// -2 8
+// -1 4
+// 0 5
+// 1 6
+// 2 7
+// 3 8
+// 4 4
+// 5 5
+// 6 6
+// 7 7
+// 8 8
+// 9 4
+// 10 5
+// 11 6
+// 12 7
+// 13 8
+// 14 4
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 19 August 2003
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int IVAL, an integer value.
+//
+// Input, int ILO, IHI, the desired bounds for the integer value.
+//
+// Output, int I4_WRAP, a "wrapped" version of IVAL.
+//
+{
+ int jhi;
+ int jlo;
+ int value;
+ int wide;
+
+ jlo = i4_min ( ilo, ihi );
+ jhi = i4_max ( ilo, ihi );
+
+ wide = jhi + 1 - jlo;
+
+ if ( wide == 1 )
+ {
+ value = jlo;
+ }
+ else
+ {
+ value = jlo + i4_modp ( ival - jlo, wide );
+ }
+
+ return value;
+}
+//****************************************************************************80
+
+void r8vec_copy (int n, double a1[], csnd::Vector<MYFLT> a2)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// R8VEC_COPY copies an R8VEC.
+//
+// Discussion:
+//
+// An R8VEC is a vector of R8's.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 03 July 2005
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int N, the number of entries in the vectors.
+//
+// Input, double A1[N], the vector to be copied.
+//
+// Output, double A2[N], the copy of A1.
+//
+{
+ int i;
+
+ for ( i = 0; i < n; i++ )
+ {
+ a2[i] = a1[i];
+ }
+ return;
+}
+
+void r8vec_copy ( int n, csnd::Vector<MYFLT> a1, double a2[])
+{
+ int i;
+
+ for ( i = 0; i < n; i++ )
+ {
+ a2[i] = a1[i];
+ }
+ return;
+}
+
+//****************************************************************************80
+
+double *r8vec_copy_new (csnd::Csound* csound, int n, double a1[] )
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// R8VEC_COPY_NEW copies an R8VEC to a "new" R8VEC.
+//
+// Discussion:
+//
+// An R8VEC is a vector of R8's.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 03 July 2008
+//
+// Author:
+//
+// John Burkardt
+//
+// Parameters:
+//
+// Input, int N, the number of entries in the vectors.
+//
+// Input, double A1[N], the vector to be copied.
+//
+// Output, double R8VEC_COPY_NEW[N], the copy of A1.
+//
+{
+ double *a2;
+ int i;
+
+ a2 = (double*) csound->malloc(sizeof(double) * n); //new double[n];
+
+ for ( i = 0; i < n; i++ )
+ {
+ a2[i] = a1[i];
+ }
+ return a2;
+}
+//****************************************************************************80
+
+//****************************************************************************80
+
+void walsh (csnd::Csound* csound, csnd::Vector<MYFLT> x)
+
+//****************************************************************************80
+//
+// Purpose:
+//
+// WALSH performs a fast Walsh transform.
+//
+// Discussion:
+//
+// This routine performs a fast Wash transform on an input series X
+// leaving the transformed results in X. The array Y is working space.
+// X and Y are dimensioned N, which must be a power of 2.
+// The results of this Walsh transform are in sequency order.
+//
+// The output sequence could be normalized by dividing by N.
+//
+// Licensing:
+//
+// This code is distributed under the GNU LGPL license.
+//
+// Modified:
+//
+// 16 March 2011
+//
+// Author:
+//
+// Ken Beauchamp
+//
+// Reference:
+//
+// Ken Beauchamp,
+// Walsh functions and their applications,
+// Academic Press, 1975,
+// ISBN: 0-12-084050-2,
+// LC: QA404.5.B33.
+//
+// Parameters:
+//
+// Input, int N, the number of items in X.
+// N must be a power of 2.
+//
+// Input/output, double X[N], the data to be transformed.
+//
+{
+ double a;
+ int i;
+ int i1;
+ int is;
+ int j;
+ int j1;
+ int l;
+ int m;
+ int n1;
+ int n2;
+ double w;
+ double *y;
+ double z;
+ int n = x.len();
+
+ n2 = n / 2;
+ y = (double*) csound->malloc(sizeof(double) * n2); //new double[n2];
+ m = i4_log_2 ( n );
+ z = - 1.0;
+
+ for ( j = 1; j <= m; j++ )
+ {
+ n1 = i4_power ( 2, m - j + 1 );
+ j1 = i4_power ( 2, j - 1 );
+ for ( l = 1; l <= j1; l++ )
+ {
+ is = ( l - 1 ) * n1 + 1;
+ i1 = 0;
+ w = z;
+ for ( i = is; i <= is + n1 - 1; i = i + 2 )
+ {
+ a = x[i-1];
+ x[is+i1-1] = a + x[i];
+ i1 = i1 + 1;
+ y[i1-1] = ( x[i] - a ) * w;
+ w = w * z;
+ }
+ for ( i = 1; i <= n1 / 2; i++ )
+ {
+ x[n1/2+is+i-2] = y[i-1];
+ }
+ }
+ }
+
+ csound->free(y);
+
+ return;
+}
diff --git a/src/walsh2.cpp b/src/walsh2.cpp
new file mode 100644
index 0000000..3e15592
--- /dev/null
+++ b/src/walsh2.cpp
@@ -0,0 +1,58 @@
+/*
+ walsh2.cpp
+ Copyright (C) 2018 Mottakin Chowdhury
+ Copyright (C) 2019 Richard Knight
+
+
+ This program is free software; you can redistribute it and/or
+ modify it under the terms of the GNU Lesser General Public
+ License as published by the Free Software Foundation; either
+ version 3 of the License, or (at your option) any later version.
+
+ This program is distributed in the hope that it will be useful,
+ but WITHOUT ANY WARRANTY; without even the implied warranty of
+ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ Lesser General Public License for more details.
+
+ You should have received a copy of the GNU Lesser General Public License
+ along with this program; if not, write to the Free Software Foundation,
+ Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+
+ */
+#include <plugin.h>
+
+const int N = 1<<16;
+
+
+void fwtanal(csnd::Vector<MYFLT> io) {
+ int n = io.len();
+ for (int d = 1; d < n; d <<= 1) {
+ for (int i = 0, m = d<<1; i < n; i += m) {
+ for (int j = 0; j < d; j++) { /// Don't forget modulo if required
+ MYFLT x = io[i+j], y = io[i+j+d];
+ io[i+j] = (x+y), io[i+j+d] = (x-y); // xor
+ // io[i+j] = x+y; // and
+ // io[i+j+d] = x+y; // or
+ }
+ }
+ }
+}
+
+
+void fwtsynth(csnd::Vector<MYFLT> io) {
+ int n = io.len();
+ for (int d = 1; d < n; d <<= 1) {
+ for (int i = 0, m = d<<1; i < n; i += m) {
+ for (int j = 0; j < d; j++) { /// Don't forget modulo if required
+ MYFLT x = io[i+j];
+ MYFLT y = io[i+j+d];
+ /// Modular inverse if required here
+ ///////io[i+j] = (x+y)>>1, io[i+j+d] = (x-y)>>1; // xor
+ io[i+j] = (x+y)/2;
+ io[i+j+d] = (x-y)/2;
+ // io[i+j] = x-y; // and
+ // io[i+j+d] = y-x; // or
+ }
+ }
+ }
+} \ No newline at end of file
diff --git a/src/windowing.cpp b/src/windowing.cpp
new file mode 100644
index 0000000..bdc7fdf
--- /dev/null
+++ b/src/windowing.cpp
@@ -0,0 +1,208 @@
+#include <plugin.h>
+
+typedef struct _fft {
+ OPDS h;
+ ARRAYDAT *out;
+ ARRAYDAT *in, *in2;
+ MYFLT *f;
+ MYFLT b;
+ int32_t n;
+ void *setup;
+ AUXCH mem;
+} FFT;
+
+
+static inline void tabinit(CSOUND *csound, ARRAYDAT *p, int size)
+{
+ size_t ss;
+ if (p->dimensions==0) {
+ p->dimensions = 1;
+ p->sizes = (int32_t*)csound->Malloc(csound, sizeof(int32_t));
+ }
+ if (p->data == NULL) {
+ CS_VARIABLE* var = p->arrayType->createVariable(csound, NULL);
+ p->arrayMemberSize = var->memBlockSize;
+ ss = p->arrayMemberSize*size;
+ p->data = (MYFLT*)csound->Calloc(csound, ss);
+ p->allocated = ss;
+ } else if( (ss = p->arrayMemberSize*size) > p->allocated) {
+ p->data = (MYFLT*) csound->ReAlloc(csound, p->data, ss);
+ p->allocated = ss;
+ }
+ if (p->dimensions==1) p->sizes[0] = size;
+ //p->dimensions = 1;
+}
+
+int32_t shiftin_init(CSOUND *csound, FFT *p) {
+ int32_t sizs = CS_KSMPS;
+ if(p->out->sizes[0] < sizs)
+ tabinit(csound, p->out, sizs);
+ p->n = 0;
+ return OK;
+}
+
+int32_t shiftin_perf(CSOUND *csound, FFT *p) {
+ IGN(csound);
+ uint32_t siz = p->out->sizes[0], n = p->n;
+ MYFLT *in = ((MYFLT *) p->in);
+ if (n + CS_KSMPS < siz) {
+ memcpy(p->out->data+n,in,CS_KSMPS*sizeof(MYFLT));
+ }
+ else {
+ int32_t num = siz - n;
+ memcpy(p->out->data+n,in,num*sizeof(MYFLT));
+ memcpy(p->out->data,in+num,(CS_KSMPS-num)*sizeof(MYFLT));
+ }
+ p->n = (n + CS_KSMPS)%siz;
+ return OK;
+}
+
+
+int32_t shiftout_init(CSOUND *csound, FFT *p) {
+ int32_t siz = p->in->sizes[0];
+ p->n = ((int32_t)*((MYFLT *)p->in2) % siz);
+ if (UNLIKELY((uint32_t) siz < CS_KSMPS))
+ return csound->InitError(csound, "%s", Str("input array too small\n"));
+ return OK;
+}
+
+int32_t shiftout_perf(CSOUND *csound, FFT *p) {
+ IGN(csound);
+ uint32_t siz = p->in->sizes[0], n = p->n;
+ MYFLT *out = ((MYFLT *) p->out);
+
+ if (n + CS_KSMPS < siz) {
+ memcpy(out,p->in->data+n,CS_KSMPS*sizeof(MYFLT));
+ }
+ else {
+ int32_t num = siz - n;
+ memcpy(out,p->in->data+n,num*sizeof(MYFLT));
+ memcpy(out+num,p->in->data,(CS_KSMPS-num)*sizeof(MYFLT));
+ }
+ p->n = (n + CS_KSMPS)%siz;
+ return OK;
+}
+
+
+struct windowing : csnd::Plugin<1, 1> {
+ static constexpr char const *otypes = "k[]";
+ static constexpr char const *itypes = "k[]";
+ FWT<MYFLT> fwt;
+
+ int init() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ out.init(csound, in.len());
+ return OK;
+ }
+
+ int kperf() {
+ csnd::Vector<MYFLT> &out = outargs.vector_data<MYFLT>(0);
+ csnd::Vector<MYFLT> &in = inargs.vector_data<MYFLT>(0);
+ std::copy(in.begin(), in.end(), out.begin());
+ fwt.fwtanal(out);
+ return OK;
+ }
+};
+
+int32_t init_window(CSOUND *csound, FFT *p) {
+ int32_t N = p->in->sizes[0];
+ int32_t i,type = (int32_t) *p->f;
+ MYFLT *w;
+ tabinit(csound, p->out, N);
+ if (p->mem.auxp == 0 || p->mem.size < N*sizeof(MYFLT))
+ csound->AuxAlloc(csound, N*sizeof(MYFLT), &p->mem);
+ w = (MYFLT *) p->mem.auxp;
+ switch(type) {
+ case 0:
+ for (i=0; i<N; i++) w[i] = 0.54 - 0.46*cos(i*TWOPI/N);
+ break;
+ case 1:
+ default:
+ for (i=0; i<N; i++) w[i] = 0.5 - 0.5*cos(i*TWOPI/N);
+ }
+ return OK;
+}
+
+int32_t perf_window(CSOUND *csound, FFT *p) {
+ IGN(csound);
+ int32_t i,end = p->out->sizes[0], off = *((MYFLT *)p->in2);
+ MYFLT *in, *out, *w;
+ in = p->in->data;
+ out = p->out->data;
+ w = (MYFLT *) p->mem.auxp;
+ /*while (off < 0) off += end;
+ for (i=0;i<end;i++)
+ out[(i+off)%end] = in[i]*w[i];*/
+ if(off) off = end - off;
+ for(i=0;i<end;i++)
+ out[i] = in[i]*w[(i+off)%end];
+ return OK;
+
+}
+
+
+
+static inline void tabensure2D(CSOUND *csound, ARRAYDAT *p,
+ int32_t rows, int32_t columns)
+{
+ if (p->data==NULL || p->dimensions == 0 ||
+ (p->dimensions==2 && (p->sizes[0] < rows || p->sizes[1] < columns))) {
+ size_t ss;
+ if (p->data == NULL) {
+ CS_VARIABLE* var = p->arrayType->createVariable(csound, NULL);
+ p->arrayMemberSize = var->memBlockSize;
+ }
+ ss = p->arrayMemberSize*rows*columns;
+ if (p->data==NULL) {
+ p->data = (MYFLT*)csound->Calloc(csound, ss);
+ p->dimensions = 2;
+ p->sizes = (int32_t*)csound->Malloc(csound, sizeof(int32_t)*2);
+ }
+ else p->data = (MYFLT*) csound->ReAlloc(csound, p->data, ss);
+ p->sizes[0] = rows; p->sizes[1] = columns;
+ }
+}
+// setrow
+int32_t set_rows_init(CSOUND *csound, FFT *p) {
+ int32_t sizs = p->in->sizes[0];
+ int32_t row = *((MYFLT *)p->in2);
+ tabensure2D(csound, p->out, row+1, sizs);
+ return OK;
+}
+
+int32_t set_rows_perf(CSOUND *csound, FFT *p) {
+ int32_t start = *((MYFLT *)p->in2);
+ if (UNLIKELY(start < 0 || start >= p->out->sizes[0]))
+ return csound->PerfError(csound, &(p->h),
+ Str("Error: index out of range\n"));
+ int32_t bytes = p->in->sizes[0]*sizeof(MYFLT);
+ start *= p->out->sizes[1];
+ memcpy(p->out->data+start,p->in->data,bytes);
+ return OK;
+}
+
+
+// getrow
+int32_t rows_init(CSOUND *csound, FFT *p) {
+ if (p->in->dimensions == 2) {
+ int32_t siz = p->in->sizes[1];
+ tabinit(csound, p->out, siz);
+ return OK;
+ }
+ else
+ return csound->InitError(csound, "%s",
+ Str("in array not 2-dimensional\n"));
+}
+
+int32_t rows_perf(CSOUND *csound, FFT *p) {
+ int32_t start = *((MYFLT *)p->in2);
+ if (LIKELY(start < p->in->sizes[0])) {
+ int32_t bytes = p->in->sizes[1]*sizeof(MYFLT);
+ start *= p->in->sizes[1];
+ memcpy(p->out->data,p->in->data+start,bytes);
+ return OK;
+ }
+ else return csound->PerfError(csound, &(p->h),
+ Str("requested row is out of range\n"));
+} \ No newline at end of file