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DATE 2015-12-01

HANGOUT

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Key: Value:

Key: Value:

MESSAGE
DATE 2015-12-30
FROM Ruben Safir
SUBJECT Subject: [Hangout-NYLXS] Linux and voice recognition software
http://www.speech.cs.cmu.edu/sphinx/doc/Sphinx.html

Speech at CMU | Language Modelling Tool
Docs | Models | SphinxTrain | download | FAQ
CMU Sphinx
CMU Sphinx is a set of speech recognition development libraries and
tools that can be linked in to speech-enable applications. The libraries
and sample code can be used for both research and commercial purposes;
for instance, Sphinx2 can be used as a telephone-based recognizer, which
can be used in a dialog system. Sphinx3 is a slower, more accurate decoder.
Try a System
If you'd like to have a chance to try out an application that uses CMU
Sphinx, try the Communicator, an experimental system that helps you plan
air travel. You can reach it at the toll-free number 1-877-CMU-PLAN
(1-877-268-7526) or at +1 412 268 1084.

The system will provide real flight information. More complete
information about the Communicator can be found here. The system may be
sensitive to loud background noises, especially over cell phones.

Note that your call will be recorded for development purposes and may be
shared with other researchers. We don't have a policy set up yet for
placing such recordings into a publicly availably database, and so there
is no guarantee that this data will become publicly available -- though
we're motivated to set that up in the future.
The Sphinx Group
The Sphinx Group at Carnegie Mellon University is committed to releasing
the long-time, DARPA-funded Sphinx projects widely, in order to
stimulate the creation of speech-using tools and applications, and to
advance the state of the art both directly in speech recognition, as
well as in related areas including dialog systems and speech synthesis.

The licensing terms for the Sphinx engines and tools are derived from
BSD, and based, in particular, upon the license for the Apache web
server. There is no restriction against commercial use or
redistribution. (License terms for CMU Sphinx)

Automatic Speech Recognition
The task of an Automatic Speech Recognition (ASR) engine is to take
audio input and turn it into a written representation. This is sometimes
called "decoding," because you can think of the audio as an input
channel and the written form, whether it is a sequence of words or
speech sounds, as the output channel, with the decoder working between
them. Once the the speech has been converted into some text
representation, it can be used to send events to an application.

The ability to speak, and the ability to listen, co-evolved in humans;
the ear and the mouth are tuned to each other. A talker uses speech
sounds in order to be understood, and a listener draws on expectations
about speech when they listen.

Linguistic theory breaks speech down into a set of levels at which
language can be described: phonetics, phonology, morphonology, syntax,
semantics, pragmatics. It the first four of these that drive most speech
recognition systems, though the division between phonetics and phonology
is often ignored, and the speech sounds are referred to as "phones."

Speech recognition systems draw on these sources of knowledge, and find
the best combined result that finds the best sequence of sounds and
words that harmonize the phonetic models, the word models from a
pronunciation dictionary), and a "language model" or grammar that
predicts what word relationships are likely (or possible at all).

Most modern ASR systems use statistical methods to train models for each
of these levels, with linguistically informed choices. Hidden Markov
Models (HMMs), decision trees, and other statistical and machine
learning techniques are used throughout the system, and in speech
science as a whole.

Many systems do not explicitly use semantic information in the
recognizer, but leave that to a parser. Syntax may also be weakly
modeled, with a word sequence model (N-gram model) in the engine that
does not capture long distance relationships, or effects such as
subject-verb agreement directly.

A recognizer can often send the N-best decodes -- as an ordered list of
the best output text strings -- to the parser, and it can then find
which ones are syntactically or semantically consistent.

ASR is one component technology needed to build a speech-interactive
application. It may be used under the control of a VoiceXML interpreter,
or into a more general speech-interactive system. After the text comes
in, it may be passed to a parser, that would turn the input text strings
into a representation of the semantics of the message. A dialog manager
could then take that meaning input and perform some action in response,
sending its output intentions to a language generation component, which
would in turn pass this on to a speech synthesizer.
From Starting Out to Standing Up!
Sphinx is a large, complex codebase that was originally created using
"middle-out" development for research purposes. While it has grown into
the basis of many commercial systems, and the free release has led to a
lot of advances, it still can be intimidating to take the first steps.

The example code given is a good place to start, but it will take the
experience of building a real task using the toolkit, perhaps linking
the libraries in to your own applications and going beyond the simple
example apps (such as sphinx2-continuous) and doing new and interesting
things with speech technology.
Sphinx2
Sphinx2 is a fast, large vocabulary speaker independent recognition
system for continuous speech developed at Carnegie Mellon University. It
was released under a BSD-style License, which makes it free for both
commercial and non-commercial use. The license satisfies the Open Source
definition.
Download
You can download sphinx2 from SourceForge. The CVS tree and the releases
are available there.

Note: The tarball releases lag behind the CVS tree. Developers, please
check the latest version out of CVS. The following commands will check
it out. Just press the Enter key when the login asks for your password.

cvs
-d:pserver:anonymous-at-cvs.cmusphinx.sourceforge.net:/cvsroot/cmusphinx login
cvs -z3
-d:pserver:anonymous-at-cvs.cmusphinx.sourceforge.net:/cvsroot/cmusphinx co
sphinx2

Updates from within the module's directory do not need the -d parameter.
Bug Tracking and Discussion Groups
There are fora for bug tracking and discussions on the SourceForge site,
also. Please go there for help, questions, to report bugs, and to see
the latest work. The work is currently pre-version 1.0, so there is a
lot yet to be done.
Building Sphinx2
under construction. This section will contain build instructions for
Linux, Windows, Solaris, and Alpha platforms, and more as available.
Using Sphinx2
Running the examples
under construction. Here will be descriptions of the example code.
Build a Language Model
You can build your own language models for use with Sphinx using the
Language Modelling Tool web page. Just make a simple text file
containing sentences and words that you would like to have recognized,
and upload the file with your browser. You will see the progress as it
builds your files, and then it will present you with the final products.

Note: The LM Tool still builds for the OLD phoneset right now, with the
deletable stops and the TS phone. This will be updated shortly. If you
want to use it with the current Sphinx2 CVS version, just edit the
resulting .dic file to remove the D from PD TD KD BD DD GD (to make them
P T K B D G), and split the phone TS into T and S.

You may also want to use the CMU-Cambridge Statistical Language Modeling
Toolkit to build models, and get word pronunciations from the CMU
Dictionary.

Note: By default, Sphinx2 uses a slightly different phone set for
American English than is in the CMU Dictionary. Internally, Sphinx2 does
not use lexical stress; you need to run the CMU Dictionary through the
stress2sphinx utility included in the Sphinx2 release to convert it to
the default phone set.
Acoustic Models
There is a set of models for American English that comes with Sphinx2,
and there are also some other example acoustic models available.

You can use SphinxTrain to build acoustic models for any language and
any channel conditions.
How Sphinx works
needs to be fleshed out

Sphinx uses Hidden Markov Models to find the best path through the
combined constraints of the acoustic, lexical, and language model, given
the input audio.

Internally, Sphinx2 uses a fixed topology of 5-state phone models with
skips. Historically, these subphonetic states have been called senones
at CMU.

[ picture needed ]

Each of these 5-state models makes up a phone model. At run-time, the
system compares a frame of audio input to the distributions in each
senone, and finds the best path using viterbi decoding. Since the
realization of a phone is influenced by its neighbors (often called
coarticulation), one phone to the left and one to the right are used to
describe this context. A triphone is a phone with the left and right
context named. It is not three phones -- it is one context-dependent phone.

A pronunciation dictionary is used to find the relevant sequences of
phones, and the language model is used to find the probabilities of
sequences of words.
History
Lots of prior history needs to be filled in here

The Sphinx Group has been supported for many years by funding from the
Defense Advanced Research Projects Agency, and the recognition engines
to be released are those that the group used for the various DARPA
projects and their respective evaluations.

In early 2000, the Sphinx Group released Sphinx2, a real-time, large
vocabulary, speaker independent speech recognition system as free
software under the Apache-style license. Sphinx2 is the engine used in
the Sphinx Group's dialog systems that require real-time speech
interaction, such as the implementation of the DARPA Communicator
project, a many-turn dialog for travel planning. The pre-made acoustic
models include American English and French in full bandwidth, and
telephone-bandwidth Communicator models; Sphinx2 is a decent candidate
for handheld, portable, and embedded devices, and telephone and desktop
systems that require short response times.

Resources
Language Modeling

LMtool

You can build your own language models for use with Sphinx using the
Language Modelling Tool web page. Just make a simple text file
containing sentences and words that you would like to have recognized,
and upload the file with your browser. You will see the progress as it
builds your files, and then it will present you with the final products.
CMU/Cambridge SLM Toolkit

The CMU/Cambridge Statistical Language Modeling Toolkit is a
powerful suite of tools for building language models from text corpora.

Acoustic Modeling
SphinxTrain is a suite of training scripts and tools for training
acoustic models for CMU Sphinx. It was first publically released on June
7th, 2001. With this contribution, people should be able to build models
for any language and condition for which there is enough acoustic data.
Kevin Lenzo

--
So many immigrant groups have swept through our town
that Brooklyn, like Atlantis, reaches mythological
proportions in the mind of the world - RI Safir 1998
http://www.mrbrklyn.com

DRM is THEFT - We are the STAKEHOLDERS - RI Safir 2002
http://www.nylxs.com - Leadership Development in Free Software
http://www2.mrbrklyn.com/resources - Unpublished Archive
http://www.coinhangout.com - coins!
http://www.brooklyn-living.com

Being so tracked is for FARM ANIMALS and and extermination camps,
but incompatible with living as a free human being. -RI Safir 2013
_______________________________________________
hangout mailing list
hangout-at-nylxs.com
http://www.nylxs.com/

  1. 2015-12-01 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] flip the calender
  2. 2015-12-01 Rick Moen <rick-at-linuxmafia.com> Subject: [Hangout-NYLXS] Happy Mailman Day!
  3. 2015-12-01 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Happy Mailman Day!
  4. 2015-12-01 Ruben Safir <ruben.safir-at-my.liu.edu> Subject: [Hangout-NYLXS] All the Clips discussions with the writer of CLIPS
  5. 2015-12-02 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] The New Linux Journal in an app happy world:
  6. 2015-12-02 Elfen Magix <elfen_magix-at-yahoo.com> Re: [Hangout-NYLXS] Domination
  7. 2015-12-03 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] It was some other guys in Jerusalem at that time...
  8. 2015-12-03 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Finally, truly a world class filesystem
  9. 2015-12-05 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Paging Ruth
  10. 2015-12-05 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Paging Ruth
  11. 2015-12-05 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] Paging Ruth
  12. 2015-12-05 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Paging Ruth
  13. 2015-12-05 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] the FAQ for the 21st Century
  14. 2015-12-05 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] Movie of the Week
  15. 2015-12-06 From: <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Paging Ruth
  16. 2015-12-06 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [ruben-at-mrbrklyn.com: Re: The New Linux Journal in
  17. 2015-12-06 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] advanced project based education
  18. 2015-12-07 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] anyone want to write a letter to the editor?
  19. 2015-12-07 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] remembering Aaron Schwartz
  20. 2015-12-08 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Hold onto your fannies
  21. 2015-12-08 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] aarons law and oracle
  22. 2015-12-08 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Happy Chanukah!
  23. 2015-12-08 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Happy Chanukah!
  24. 2015-12-08 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] New Journal
  25. 2015-12-09 prmarino1-at-gmail.com Re: [Hangout-NYLXS] New Journal
  26. 2015-12-09 Elfen Magix <elfen_magix-at-yahoo.com> Re: [Hangout-NYLXS] Happy Chanukah!
  27. 2015-12-09 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Happy Chanukah!
  28. 2015-12-10 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] New Journal
  29. 2015-12-10 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Yahoo is dead?
  30. 2015-12-10 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Rather all the Swedes be dead then a single Jew
  31. 2015-12-10 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Rather all the Swedes be dead then a single Jew
  32. 2015-12-10 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Making Presentation - Invitation to attend
  33. 2015-12-10 Ruben Safir <ruben.safir-at-my.liu.edu> Subject: [Hangout-NYLXS] CLIPS Fwd: Why are my triggers not predictable?
  34. 2015-12-10 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Fwd: Why are my triggers not predictable?
  35. 2015-12-10 prmarino1-at-gmail.com Re: [Hangout-NYLXS] Yahoo is dead?
  36. 2015-12-10 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Yahoo is dead?
  37. 2015-12-11 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Yahoo is dead?: secure ( does not track you ) :
  38. 2015-12-14 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Meeting, at LIU
  39. 2015-12-14 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] permissions in Debian packages?
  40. 2015-12-15 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] Meeting, at LIU
  41. 2015-12-15 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Free Software for Education
  42. 2015-12-16 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] AI Project Comments welcome
  43. 2015-12-16 Paul Robert Marino <prmarino1-at-gmail.com> Subject: [Hangout-NYLXS] Best comment in a bug report ever
  44. 2015-12-16 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Best comment in a bug report ever
  45. 2015-12-16 Paul Robert Marino <prmarino1-at-gmail.com> Re: [Hangout-NYLXS] Best comment in a bug report ever
  46. 2015-12-16 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Ink Cartridges
  47. 2015-12-17 Chris Knadle <Chris.Knadle-at-coredump.us> Re: [Hangout-NYLXS] Best comment in a bug report ever
  48. 2015-12-18 Ruben Safir <ruben.safir-at-my.liu.edu> Subject: [Hangout-NYLXS] Fwd: A message to LIU Brooklyn
  49. 2015-12-19 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] good play for an old fashion demonstration
  50. 2015-12-19 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] copyright wars
  51. 2015-12-19 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] We are all the same
  52. 2015-12-19 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] FW: Please advise on your availability to meet
  53. 2015-12-19 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] FW: Please advise on your availability to meet
  54. 2015-12-20 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] [hangout] Roadrunner Service
  55. 2015-12-20 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] [hangout] Re: [fairuse-discuss] [nyc-geeks]
  56. 2015-12-20 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Brooklyn Theater
  57. 2015-12-20 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] Quick Bucks from Microsoft
  58. 2015-12-20 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] [hangout] Re: [fairuse-discuss] [nyc-geeks]
  59. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] MYSQL Licensing
  60. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  61. 2015-12-22 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] MYSQL Licensing
  62. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  63. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] MYSQL Licensing
  64. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Fwd: Jewish Agency Connections December 2015
  65. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  66. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  67. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] MYSQL Licensing
  68. 2015-12-22 prmarino1-at-gmail.com Re: [Hangout-NYLXS] MYSQL Licensing
  69. 2015-12-22 Ruben Safir <ruben.safir-at-my.liu.edu> Subject: [Hangout-NYLXS] Fwd: [Learn - LIU Comp Sci] Fwd: Re: the position
  70. 2015-12-22 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] UX et al
  71. 2015-12-22 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] MYSQL Licensing
  72. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  73. 2015-12-22 einker <eminker-at-gmail.com> Re: [Hangout-NYLXS] MYSQL Licensing
  74. 2015-12-22 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] MYSQL Licensing
  75. 2015-12-22 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] MYSQL Licensing
  76. 2015-12-22 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] MYSQL Licensing
  77. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Structured Data Design
  78. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  79. 2015-12-22 einker <eminker-at-gmail.com> Re: [Hangout-NYLXS] MYSQL Licensing
  80. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  81. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  82. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  83. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] MYSQL Licensing
  84. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] MYSQL Licensing
  85. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] MYSQL Licensing
  86. 2015-12-22 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  87. 2015-12-22 eminker-at-gmail.com Re: [Hangout-NYLXS] MYSQL Licensing
  88. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] chicks dig the Linux
  89. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Linux Viruses PROVEN by this guy
  90. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Holiday Shopping
  91. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] MYSQL Licensing
  92. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] MYSQL Licensing
  93. 2015-12-22 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Movie of the week
  94. 2015-12-23 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] MYSQL Licensing
  95. 2015-12-23 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Linux Viruses PROVEN by this guy
  96. 2015-12-23 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Linux Viruses PROVEN by this guy
  97. 2015-12-23 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Surveillance state in NYC
  98. 2015-12-23 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Big Bros
  99. 2015-12-23 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Linux . com is advising to change search engine
  100. 2015-12-23 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [randolf-at-modperl.pl: FYI: ModPerl and APR with
  101. 2015-12-23 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Linux . com is advising to change search engine
  102. 2015-12-23 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] Fwd: [Frum Jewish Jobs] Telecommunications
  103. 2015-12-23 Ruben Safir <ruben.safir-at-my.liu.edu> Subject: [Hangout-NYLXS] Fwd: LIU University Update
  104. 2015-12-23 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Dangers of living in NYC
  105. 2015-12-23 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] This is why Bloomberg HAD to go
  106. 2015-12-23 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Linux . com is advising to change search engine
  107. 2015-12-24 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] Linux . com is advising to change search engine
  108. 2015-12-24 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] anybody see this libreoffice APIs?
  109. 2015-12-24 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Journal Update
  110. 2015-12-25 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Fwd: Re: Wayland support?
  111. 2015-12-25 Rick Moen <rick-at-linuxmafia.com> Subject: [Hangout-NYLXS] Report on dns for nylxs.com and mrbrklyn.com
  112. 2015-12-25 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Report on dns for nylxs.com and mrbrklyn.com
  113. 2015-12-25 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Christmas Movie
  114. 2015-12-25 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  115. 2015-12-25 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [list-at-xenhideout.nl: Re: [opensuse] Moderation on
  116. 2015-12-25 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [RBrownCCB-at-opensuse.org: Re: [opensuse] Re:
  117. 2015-12-25 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  118. 2015-12-25 Elfen Magix <elfen_magix-at-yahoo.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  119. 2015-12-26 Chris Knadle <Chris.Knadle-at-coredump.us> Re: [Hangout-NYLXS] GRUB Vulnerability
  120. 2015-12-26 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  121. 2015-12-26 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Fwd: Fwd: Re: [opensuse] The Post that got Carlos
  122. 2015-12-26 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  123. 2015-12-26 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [opensuse-security-at-opensuse.org:
  124. 2015-12-26 Chris Knadle <Chris.Knadle-at-coredump.us> Re: [Hangout-NYLXS] GRUB Vulnerability
  125. 2015-12-26 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  126. 2015-12-26 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  127. 2015-12-26 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  128. 2015-12-27 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  129. 2015-12-27 Ruben Safir <ruben.safir-at-my.liu.edu> Re: [Hangout-NYLXS] GRUB Vulnerability
  130. 2015-12-27 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Brooklyn
  131. 2015-12-27 Chris Knadle <Chris.Knadle-at-coredump.us> Re: [Hangout-NYLXS] GRUB Vulnerability
  132. 2015-12-26 Ruben Safir <ruben.safir-at-my.liu.edu> Subject: [Hangout-NYLXS] The community demands for Richard Brown to resign
  133. 2015-12-26 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] [opensuse] The Post that got Carlos ER Banded !!
  134. 2015-12-27 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Grand Jury
  135. 2015-12-27 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Federal Grand Jury - cont
  136. 2015-12-28 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Never Forgetting a Face
  137. 2015-12-28 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Perl6 released
  138. 2015-12-28 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Brooklyn: Take the beautiful ferryboat ride to
  139. 2015-12-28 Elfen Magix <elfen_magix-at-yahoo.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  140. 2015-12-28 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Brooklyn: Take the beautiful ferryboat ride to
  141. 2015-12-28 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Brooklyn: Take the beautiful ferryboat ride to
  142. 2015-12-28 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  143. 2015-12-28 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Brooklyn: Take the beautiful ferryboat ride to
  144. 2015-12-28 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Brooklyn: Take the beautiful ferryboat ride to
  145. 2015-12-28 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Brooklyn: Take the beautiful ferryboat ride to
  146. 2015-12-28 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Brooklyn: Take the beautiful ferryboat ride to
  147. 2015-12-29 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [magross-at-its.brooklyn.cuny.edu: Re: research]
  148. 2015-12-29 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [IEEEservice-at-ieee.org: What's New for Students:
  149. 2015-12-29 Chris Knadle <Chris.Knadle-at-coredump.us> Re: [Hangout-NYLXS] GRUB Vulnerability
  150. 2015-12-29 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] =?utf-8?q?Fwd=3A_=22The_Danger_of_Partial_No-go_Z?=
  151. 2015-12-29 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Brooklyn: Dear Invitor,
  152. 2015-12-29 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Brooklyn: Dear Invitor,
  153. 2015-12-29 Elfen Magix <elfen_magix-at-yahoo.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  154. 2015-12-29 Elfen Magix <elfen_magix-at-yahoo.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  155. 2015-12-29 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] California sounding increasingly peachy
  156. 2015-12-29 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  157. 2015-12-29 From: <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  158. 2015-12-30 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  159. 2015-12-30 Chris Knadle <Chris.Knadle-at-coredump.us> Re: [Hangout-NYLXS] GRUB Vulnerability
  160. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  161. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] amazon echo
  162. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] =?utf-8?q?=5BVonage=40harmony=2Evonage=2Ecom=3A_Y?=
  163. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Linux and voice recognition software
  164. 2015-12-30 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  165. 2015-12-30 Ruben Safir <mrbrklyn-at-panix.com> Subject: [Hangout-NYLXS] Observation Deck at the WTC
  166. 2015-12-30 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  167. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Perlbox
  168. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] GRUB Vulnerability
  169. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] [cymbros-at-assembly.state.ny.us: NYS Launches New
  170. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  171. 2015-12-30 einker <eminker-at-gmail.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  172. 2015-12-30 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  173. 2015-12-30 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Ian Murdock dead
  174. 2015-12-30 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  175. 2015-12-30 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  176. 2015-12-30 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  177. 2015-12-30 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] California sounding increasingly peachy
  178. 2015-12-31 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Ian Murdock suicide
  179. 2015-12-31 Ruben Safir <mrbrklyn-at-panix.com> Re: [Hangout-NYLXS] Ian Murdock suicide
  180. 2015-12-31 From: "Mancini, Sabin (DFS)" <Sabin.Mancini-at-dfs.ny.gov> Re: [Hangout-NYLXS] Ian Murdock suicide: Where did this take place ?
  181. 2015-12-31 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Star Wars IMAX
  182. 2015-12-31 Kevin Mark <kevin.mark-at-verizon.net> Re: [Hangout-NYLXS] Star Wars IMAX
  183. 2015-12-31 Rick Moen <rick-at-linuxmafia.com> Re: [Hangout-NYLXS] Star Wars IMAX
  184. 2015-12-31 Ruben Safir <ruben-at-mrbrklyn.com> Re: [Hangout-NYLXS] Star Wars IMAX
  185. 2015-12-31 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Chase Grants and Loans for start ups and Non-Profits
  186. 2015-12-31 Ruben Safir <ruben-at-mrbrklyn.com> Subject: [Hangout-NYLXS] Trapper John is gone

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