Re: [Flac-dev] Support for CAF in flac command-line?

2011-03-07 Thread Erik de Castro Lopo
Brian Willoughby wrote:

> 
> On Mar 6, 2011, at 01:22, Erik de Castro Lopo wrote:
> > Brian Willoughby wrote:
> >> Hopefully, libsndfile no longer uses the incorrect 0x7FFF (32767)
> >> factor for float to 16-bit integer conversions, because that would
> >> make it unacceptable for lossless file conversions.
> >
> > That is a statement of opinion rather than fact but I won't go into
> > that here.
> 
> 
> It is a statement of mathematical fact, not opinion.

There are at least three different suboptimal solutions to this
problem. The FAQ here:

http://www.mega-nerd.com/libsndfile/FAQ.html#Q010

explains my choice of sub-optimal solutin.

That FAQ question also provides two ways of using libsndfile that 
avoid all suboptimal solutions.

Erik
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Re: [Flac-dev] Support for CAF in flac command-line?

2011-03-07 Thread Brian Willoughby

On Mar 7, 2011, at 08:46, Paul Davis wrote:
> On Mon, Mar 7, 2011 at 11:25 AM, Brian Willoughby  
>  wrote:
>> All professional tools use conversion factors such as 0x8000 for
>> float-to-int and int-to-float because it has a single significant
>> bit, and thus this factor does not increase the bit depth of the
>> samples passing through.
>
> i'm not sure what "all" means, but i don't think its remotely as clear
> cut as you insist:
>
>http://blog.bjornroche.com/2009/12/int-float-int-its-jungle-out- 
> there.html
>
> moreover, its critically important to note that this issue arises
> primarily for float<=>16 bit int conversions, where generally
> dithering should be done anyway. the noise introduced by dithering
> will be at least on the same order of magnitude as the 0.005% error
> caused by different choices in the conversion factor. conversions to
> other bit depths don't face (precisely) the same issue.
>
> its great that you're absolutely convinced that your view of this is
> right. i generally have a lot of respect for your opinions. the
> problem is that there are 4 other people whose opinions i respect
> equally, and when i've discussed it with them, my only conclusion in
> aggregate has to be "it depends".

Thanks.

I should qualify my statements by explaining that I'm talking about  
real music that comes from an A/D, with the understanding that 24-bit  
integers in twos-complement format are the standard.  I should also  
point out that my goal is to preserve the original bits unless an  
operation other than format conversion is specifically enabled.  In  
the context of FLAC - a lossless audio codec - this is entirely  
compatible.

My statements would not be appropriate for synthesized waveforms that  
did not originate in the real world by way of A/D converters.  In  
that world, there is freedom to deviate from the specific limitations  
of A/D converters, and thus there might be some hesitance to apply a  
default conversion that might clip certain synthesized waveforms that  
were created without concern for the realities of analog conversion.   
In that case, I would suggest that those who create such entirely  
synthetic waveforms should take the extra steps necessary to  
condition their signals for actual D/A converters, and then a  
transparent float-to-int conversion would not cause any additional  
problems.  It's only when the synthetic algorithms rely on side  
effects of a lossy conversion that things get hairy.

Brian

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Re: [Flac-dev] Support for CAF in flac command-line?

2011-03-07 Thread Paul Davis
On Mon, Mar 7, 2011 at 11:25 AM, Brian Willoughby  wrote:
> All professional tools use conversion factors such as 0x8000 for
> float-to-int and int-to-float because it has a single significant
> bit, and thus this factor does not increase the bit depth of the
> samples passing through.

i'm not sure what "all" means, but i don't think its remotely as clear
cut as you insist:

   http://blog.bjornroche.com/2009/12/int-float-int-its-jungle-out-there.html

moreover, its critically important to note that this issue arises
primarily for float<=>16 bit int conversions, where generally
dithering should be done anyway. the noise introduced by dithering
will be at least on the same order of magnitude as the 0.005% error
caused by different choices in the conversion factor. conversions to
other bit depths don't face (precisely) the same issue.

its great that you're absolutely convinced that your view of this is
right. i generally have a lot of respect for your opinions. the
problem is that there are 4 other people whose opinions i respect
equally, and when i've discussed it with them, my only conclusion in
aggregate has to be "it depends".

--p
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Re: [Flac-dev] Support for CAF in flac command-line?

2011-03-07 Thread Brian Willoughby

On Mar 6, 2011, at 01:22, Erik de Castro Lopo wrote:
> Brian Willoughby wrote:
>> Hopefully, libsndfile no longer uses the incorrect 0x7FFF (32767)
>> factor for float to 16-bit integer conversions, because that would
>> make it unacceptable for lossless file conversions.
>
> That is a statement of opinion rather than fact but I won't go into
> that here.


It is a statement of mathematical fact, not opinion.

Any conversion factor with more than exactly one significant bit is  
lossy by definition.  The coincidental fact that certain rounding and  
truncation processes happen to recover the correct result under some  
conditions does not disprove the basic mathematics.

All professional tools use conversion factors such as 0x8000 for  
float-to-int and int-to-float because it has a single significant  
bit, and thus this factor does not increase the bit depth of the  
samples passing through.

There are a number of erroneous software tools out there in the wild  
based on mistaken assumptions.  One common misconception is that +1.0  
is a valid value for two complement representations, which leads  
people to synthesize test signals using the standard sin() and cos()  
functions, but those are also flawed techniques.

Brian Willoughby
Sound Consulting

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Re: [Flac-dev] Support for CAF in flac command-line?

2011-03-06 Thread Erik de Castro Lopo
Brian Willoughby wrote:
 
> Hopefully, libsndfile no longer uses the incorrect 0x7FFF (32767)  
> factor for float to 16-bit integer conversions, because that would  
> make it unacceptable for lossless file conversions.

That is a statement of opinion rather than fact but I won't go into
that here.

However, there is a way avoid that feature of libsndfile by avoiding
the use of floats during the conversion. For instance, when convering
from one format to another, sndfile-convert does this:

if ((outfileminor == SF_FORMAT_DOUBLE) || (outfileminor == 
SF_FORMAT_FLOAT)
|| (infileminor == SF_FORMAT_DOUBLE) || (infileminor == 
SF_FORMAT_FLOAT)
|| (infileminor == SF_FORMAT_VORBIS) || (outfileminor 
== SF_FORMAT_VORBIS))
sfe_copy_data_fp (outfile, infile, sfinfo.channels) ;
else
sfe_copy_data_int (outfile, infile, sfinfo.channels) ;

That is the second path (sfe_copy_data_int) would be used for FLAC
-> CAF and CAF -> FLAC conversions.

Erik
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Re: [Flac-dev] Support for CAF in flac command-line?

2011-03-06 Thread Brian Willoughby

On Oct 12, 2008, at 22:32, Paul Davis wrote:
> On Sun, 2008-10-12 at 19:26 -0700, Brian Willoughby wrote:
>> Is anyone here potentially up to the task of adding support for CAF
>> (the CoreAudio Format) into the flac command-line?  This would
>> present minimal difficulty under OSX, due to the presence of the
>> CoreAudio API, but the real challenge would be to support CAF on Unix
>> and Windows - everywhere that flac is now available.
>>
>> Although the format is rather unknown, there are some very specific
>> advantages to adding CAF support.
>
> I am a little suprised that you don't know that CAF is already  
> supported
> by libsndfile, on every platform where libsndfile works (which  
> includes
> just about every unix and windows platforms i know of).

I realize that I'm a couple of years late in saying so, but you're  
right.

I finally took the time to download libsndfile and compile it (for  
Leopard), and sndfile-convert easily handled converting a 1.8 GB FLAC  
recording (from a Sound Devices 702) to a 2.9 GB CAF file.  I haven't  
done extensive testing for conversion errors, but a quick scan of the  
file seems to indicate that it plays fine.  The true test will be the  
next time I master a recording of a long performance.

I still support enhancements to the flac command line to support  
direct conversion to one or more formats that do not have a 2 GB  
limit, but for most audio formats libsndfile might be acceptable.   
Hopefully, libsndfile no longer uses the incorrect 0x7FFF (32767)  
factor for float to 16-bit integer conversions, because that would  
make it unacceptable for lossless file conversions.

Brian Willoughby
Sound Consulting

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Re: [Flac-dev] Support for CAF in flac command-line?

2009-01-06 Thread Josh Coalson
new tracker item here:
https://sourceforge.net/tracker2/?func=detail&aid=2491177&group_id=13478&atid=363478



  
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-11-29 Thread Erik de Castro Lopo
Martin Leese wrote:

> Core Audio Format (CAF) is from Apple, visit:
> http://developer.apple.com/documentation/MusicAudio/CoreAudio-date.html
> 
> I have never tried to code CAF, but my guess
> is that it will be a lot more work than the
> successors to WAVE.

I have coded CAF (as part of libsndfile) and IMO, CAf is no harder
than WAV.

Erik
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-11-29 Thread Martin Leese
On Sat, Nov 29, 2008 at 2:20 PM, Josh Coalson <[EMAIL PROTECTED]> wrote:

> --- Martin Leese <[EMAIL PROTECTED]> wrote:

>> Erik de Castro Lopo <[EMAIL PROTECTED]> wrote:
>> ...
>> > Whats more, the sndfile-convert program can also convert
>> > from FLAC to the following file formats that support 63 bit
>> > file offsets:
>> >
>> >Au, Caf, rf64, w64
>>
>> I am glad somebody mentioned RF64.
>> Supporting RF64 instead of CAF would solve
>> Brian's problem equally well, and would be the
>> natural extension to supporting WAVE.
>
> BTW current flac in CVS supports RF64 and wave64; they will be
> in the next release.  I'll have to look into CAF.

Core Audio Format (CAF) is from Apple, visit:
http://developer.apple.com/documentation/MusicAudio/CoreAudio-date.html

I have never tried to code CAF, but my guess
is that it will be a lot more work than the
successors to WAVE.

Regards,
Martin
-- 
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E-mail: martin.leese  stanfordalumni.org
Web: http://members.tripod.com/martin_leese/
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-11-29 Thread Josh Coalson
--- Martin Leese <[EMAIL PROTECTED]> wrote:

> Brian Willoughby <[EMAIL PROTECTED]> wrote:
> > Hello all,
> >
> > Is anyone here potentially up to the task of adding support for CAF
> > (the CoreAudio Format) into the flac command-line?
> ...
> > I've already made some recordings
> > that are so long that they cannot be uncompressed from FLAC to WAV
> or
> > AIFF because they would exceed 4 GB - the maximum file size for
> those
> > formats.  CAF does not have the same 4 GB limitations.
> 
> Erik de Castro Lopo <[EMAIL PROTECTED]> wrote:
> ...
> > Whats more, the sndfile-convert program can also convert
> > from FLAC to the following file formats that support 63 bit
> > file offsets:
> >
> >Au, Caf, rf64, w64
> 
> I am glad somebody mentioned RF64.
> Supporting RF64 instead of CAF would solve
> Brian's problem equally well, and would be the
> natural extension to supporting WAVE.

BTW current flac in CVS supports RF64 and wave64; they will be
in the next release.  I'll have to look into CAF.



  
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-14 Thread Erik de Castro Lopo
Brian Willoughby wrote:

> RF64 support sure would be nice, but it wouldn't really help to do  
> this "instead of" CAF.

This pre-release of libsndfile supports both:

http://www.mega-nerd.com/tmp/libsndfile-1.0.18pre24e.tar.gz

Erik
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-13 Thread Brian Willoughby
RF64 support sure would be nice, but it wouldn't really help to do  
this "instead of" CAF.  For one thing, Logic Studio Pro does not seem  
to support RF64, because the manual states that WAVE and BWF are  
limited to 4 GB.  CAF may be a format which lacks universal support,  
but RF64 is also very limited in usefulness.  Treating either one as  
a substitute for the other is not going to help.

Personally, I'd welcome support for either or both.  With an open- 
source project like this, I'm not going to complain about any added  
features, so long as we all understand that there is no substitute  
for CAF.

Brian Willoughby
Sound Consulting


On Oct 13, 2008, at 08:59, Martin Leese wrote:

Brian Willoughby <[EMAIL PROTECTED]> wrote:
> Hello all,
>
> Is anyone here potentially up to the task of adding support for CAF
> (the CoreAudio Format) into the flac command-line?
...
> I've already made some recordings
> that are so long that they cannot be uncompressed from FLAC to WAV or
> AIFF because they would exceed 4 GB - the maximum file size for those
> formats.  CAF does not have the same 4 GB limitations.

Erik de Castro Lopo <[EMAIL PROTECTED]> wrote:
...
> Whats more, the sndfile-convert program can also convert
> from FLAC to the following file formats that support 63 bit
> file offsets:
>
>Au, Caf, rf64, w64

I am glad somebody mentioned RF64.
Supporting RF64 instead of CAF would solve
Brian's problem equally well, and would be the
natural extension to supporting WAVE.

Regards,
Martin

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[Flac-dev] Support for CAF in flac command-line?

2008-10-13 Thread Martin Leese
Brian Willoughby <[EMAIL PROTECTED]> wrote:
> Hello all,
>
> Is anyone here potentially up to the task of adding support for CAF
> (the CoreAudio Format) into the flac command-line?
...
> I've already made some recordings
> that are so long that they cannot be uncompressed from FLAC to WAV or
> AIFF because they would exceed 4 GB - the maximum file size for those
> formats.  CAF does not have the same 4 GB limitations.

Erik de Castro Lopo <[EMAIL PROTECTED]> wrote:
...
> Whats more, the sndfile-convert program can also convert
> from FLAC to the following file formats that support 63 bit
> file offsets:
>
>Au, Caf, rf64, w64

I am glad somebody mentioned RF64.
Supporting RF64 instead of CAF would solve
Brian's problem equally well, and would be the
natural extension to supporting WAVE.

Regards,
Martin
-- 
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E-mail: martin.leese  stanfordalumni.org
Web: http://members.tripod.com/martin_leese/
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-13 Thread Erik de Castro Lopo
Michael Crawford wrote:

> However, there are many Open Source players

Yep, I believe that the distributors of those MP3 players owe
the MP3 patent holders money.

> - is there a license exception for them, just for decoding?

Not that I know of.

>  Or can they only be
> distributed from countries that don't recognize software patents?

I believe that these players are on shaky legal ground in
the US and in many other contries.

Erik
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But there are two important limits to religious tolerance. First, I have no
right to legal protection against your scepticism, criticism or ridicule.
Religion is too powerful a force, and is too often a cause of injustice or
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-13 Thread Michael Crawford
On Sun, Oct 12, 2008 at 11:56 PM, Erik de Castro Lopo
<[EMAIL PROTECTED]> wrote:
> Even distributing an MP3 software player requires the payment
> of license fees:
>
> http://www.mp3licensing.com/royalty/software.html

Thanks for pointing that out - you might have just saved me a world of hurt.

However, there are many Open Source players - is there a license
exception for them, just for decoding?  Or can they only be
distributed from countries that don't recognize software patents?
That's the case with VLC, for example, it's from France.

Ogg Frog is GPL.

Mike
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Erik de Castro Lopo
Michael Crawford wrote:

> Unlike MP3, one
> cannot even distribute the binary of an Open Source player.

Even distributing an MP3 software player requires the payment
of license fees:

 http://www.mp3licensing.com/royalty/software.html

Erik
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Erik de Castro Lopo
Paul Davis wrote:

> I am a little suprised that you don't know that CAF is already supported
> by libsndfile, on every platform where libsndfile works (which includes
> just about every unix and windows platforms i know of).

Thanks Paul.

Yep, Caf support was added in July 2005.

Whats more, the sndfile-convert program can also convert
from FLAC to the following file formats that support 63 bit
file offsets:

Au, Caf, rf64, w64

Cheers,
Erik
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Brian Willoughby
I will quote from the CAF spec:

"This document is intended for anyone who needs to understand the  
structure of CAF files. You can use the information in this document,  
for example, to write a CAF parser or to extend the types of data  
stored in CAF files. Because CAF files offer many advantages over  
other audio file formats, anyone writing an application for Mac OS X  
that reads or writes audio files should read at least the overview  
chapter to gain an understanding of the features of CAF files. In  
addition, you need the information in this document if you want to use  
CAF files on other platforms.
End users of professional audio software may be interested in this  
document in order to learn more about the capabilities of software  
that supports CAF."

IANAL, but I sure hope Apple wouldn't sue someone who "write[s] a CAF  
parser" or "want[s] to use CAF files on other platforms."  Hopefully,  
the existence of libsndfile support for CAF shows that the format is  
open.

Brian Willoughby
Sound Consulting


On Oct 12, 2008, at 22:27, Michael Crawford wrote:
> My hunch is that Apple does not want to encumber
> the format, but I'll let their public documents speak for them.  In
> any event, it's a very good issue to be aware of from the start.

I'm afraid AAC (MPEG-4 audio) has many, many patents. Unlike MP3, one
cannot even distribute the binary of an Open Source player.  AAC
stands for Apple Audio Codec - it's their lossy codec.

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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Paul Davis
On Sun, 2008-10-12 at 19:26 -0700, Brian Willoughby wrote:
> Hello all,
> 
> Is anyone here potentially up to the task of adding support for CAF  
> (the CoreAudio Format) into the flac command-line?  This would  
> present minimal difficulty under OSX, due to the presence of the  
> CoreAudio API, but the real challenge would be to support CAF on Unix  
> and Windows - everywhere that flac is now available.
> 
> Although the format is rather unknown, there are some very specific  
> advantages to adding CAF support. 

I am a little suprised that you don't know that CAF is already supported
by libsndfile, on every platform where libsndfile works (which includes
just about every unix and windows platforms i know of).


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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Michael Crawford
> Thanks for the interest, Michael.

I hope I really can be of help.

> I don't use Ogg, so I'm a little wary that standard FLAC would be
> left out of any Ogg Frog implementation.

Ogg Frog already supports native FLAC as a player.  Version 1.0 will
only support playing and decoding, but version 1.1 will support
encoding, and I'll be sure to support FLAC with and without Ogg.

I must hasten to point out that I don't offer any downloads yet - the
UI is in a very primitive state.

>  My hunch is that Apple does not want to encumber
> the format, but I'll let their public documents speak for them.  In
> any event, it's a very good issue to be aware of from the start.

I'm afraid AAC (MPEG-4 audio) has many, many patents. Unlike MP3, one
cannot even distribute the binary of an Open Source player.  AAC
stands for Apple Audio Codec - it's their lossy codec.

> Thanks again for the comments, and be sure to keep us informed if you
> do anything.

Of course.

Mike
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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Brian Willoughby
Thanks for the interest, Michael.

I don't use Ogg, so I'm a little wary that standard FLAC would be  
left out of any Ogg Frog implementation.  But I say that mostly out  
of ignorance.  I have noticed that there seem to be two worlds for  
FLAC, inside Ogg and outside.  It's important to be aware of the fact  
that many hardware devices support the FLAC format directly, without  
the Ogg container/wrapper.  I would want the ability to convert FLAC  
to CAF directly, hopefully without an intermediate Ogg file (since  
I'm talking about file sizes where each is over 4 GB).

QuickTime is a very good suggestion, and gets two platforms supported  
rather than one, as the AudioFile API in CoreAudio would do.   
However, QuickTime tends to be rather limited, and when developers  
run into those limitations, Apple engineers tend to recommend that  
folks turn to CoreAudio for full support.  Also, I really would like  
to support Unix, assuming that there are as many Unix folks using  
FLAC as there are Windows users taking advantage of this underground  
format.

As for the patent question, it's a very smart question, but I think  
as soon as any interested developer looks at the CAF specification  
from Apple, it should be readily apparent what the legal  
ramifications are.  My hunch is that Apple does not want to encumber  
the format, but I'll let their public documents speak for them.  In  
any event, it's a very good issue to be aware of from the start.

Thanks again for the comments, and be sure to keep us informed if you  
do anything.

Brian Willoughby
Sound Consulting


On Oct 12, 2008, at 21:25, Michael Crawford wrote:

On Sun, Oct 12, 2008 at 7:26 PM, Brian Willoughby  
<[EMAIL PROTECTED]> wrote:
> Is anyone here potentially up to the task of adding support for CAF
> (the CoreAudio Format) into the flac command-line?  This would
> present minimal difficulty under OSX, due to the presence of the
> CoreAudio API, but the real challenge would be to support CAF on Unix
> and Windows - everywhere that flac is now available.

I expect I could do it as part of my work on Ogg Frog:

http://www.oggfrog.com/free-music-software

In the short term, I would do it by accessing the QuickTime APIs -
which *are* available on Windows, if you install either iTunes or
QuickTime for Windows.  (The iTunes install includes QuickTime.)

In the long term, I could write a codec for it that would be
straightforward to integrate into the flac command-line tool.  That
would allow its use on UNIX.

HOWEVER!

Is the CoreAudio file format or its associated algorithms patented?
QuickTime in general has many patents.

A patent wouldn't stop me from writing the source code, but a binary
couldn't be provided by anyone in a country that recognizes software
patents.

Mike

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Re: [Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Michael Crawford
On Sun, Oct 12, 2008 at 7:26 PM, Brian Willoughby <[EMAIL PROTECTED]> wrote:
> Is anyone here potentially up to the task of adding support for CAF
> (the CoreAudio Format) into the flac command-line?  This would
> present minimal difficulty under OSX, due to the presence of the
> CoreAudio API, but the real challenge would be to support CAF on Unix
> and Windows - everywhere that flac is now available.

I expect I could do it as part of my work on Ogg Frog:

http://www.oggfrog.com/free-music-software

In the short term, I would do it by accessing the QuickTime APIs -
which *are* available on Windows, if you install either iTunes or
QuickTime for Windows.  (The iTunes install includes QuickTime.)

In the long term, I could write a codec for it that would be
straightforward to integrate into the flac command-line tool.  That
would allow its use on UNIX.

HOWEVER!

Is the CoreAudio file format or its associated algorithms patented?
QuickTime in general has many patents.

A patent wouldn't stop me from writing the source code, but a binary
couldn't be provided by anyone in a country that recognizes software
patents.

Mike
-- 
Michael David Crawford
mdcrawford at gmail dot com

   Enjoy my art, photography, music and writing at
http://www.geometricvisions.com/
--- Free Compact Disc ---
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[Flac-dev] Support for CAF in flac command-line?

2008-10-12 Thread Brian Willoughby
Hello all,

Is anyone here potentially up to the task of adding support for CAF  
(the CoreAudio Format) into the flac command-line?  This would  
present minimal difficulty under OSX, due to the presence of the  
CoreAudio API, but the real challenge would be to support CAF on Unix  
and Windows - everywhere that flac is now available.

Although the format is rather unknown, there are some very specific  
advantages to adding CAF support.  I have the Sound Devices 702  
recorder, which supports FLAC.  I've already made some recordings  
that are so long that they cannot be uncompressed from FLAC to WAV or  
AIFF because they would exceed 4 GB - the maximum file size for those  
formats.  CAF does not have the same 4 GB limitations.

Of course, in instances where there is a natural break in a  
recording, the flac command-line allows decompression ending at a  
specific time and/or starting at a specific time - meaning that you  
can create a 4 GB or smaller WAV/AIFF by only extracting a subset.   
However, there are inevitably situations where unbroken recordings  
can be made in FLAC format which are too big to fit into legacy formats.

I believe that Apple has documented the CAF details sufficiently for  
a developer to support the format without direct use of Apple Mac OS  
X API.  I scanned the document once, and it seems reasonably straight- 
forward.  I'd just on this myself, but I don't have time at the  
moment.  While I might eventually be able to get around to it, I  
though it prudent to suggest the feature to the FLAC Developer  
community at least in case someone else has time to implement this on  
a shorter time frame.

I'm sure it's something that would be appreciated by the unique  
community of people who use FLAC and still need the ability to  
convert to other formats for processing.  I guess this would still  
limit the usability to Logic Studio Pro, at least until more  
companies begin supporting CAF in their audio software.

Brian Willoughby
Sound Consulting

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