Sphinx4
Stable release
Written in Java
Operating system Cross-platform
Type Image library
License BSD-style[1]
Website cmusphinx.github.io/wiki/
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Pocketsphinx
Stable release
5-prealpha / August 5, 2015; 5 years ago
Written in C
Operating system Cross-platform
Type Image library
License BSD-style
Website cmusphinx.github.io/wiki/

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CMU Sphinx, also called Sphinx in short, is the general term to describe a group of speech recognition systems developed at Carnegie Mellon University. These include a series of speech recognizers (Sphinx 2 – 4) and an acoustic model trainer (SphinxTrain).

In 2000, the Sphinx group at Carnegie Mellon committed to open source several speech recognizer components, including Sphinx 2 and later Sphinx 3 (in 2001). The speech decoders come with acoustic models and sample applications. The available resources include in addition software for acoustic model training, Language model compilation and a public domain pronunciation dictionary, cmudict.

After installation, type sphinx-build -version on the command prompt. If everything worked fine, you will see the version number for the Sphinx package you just installed. Installation from PyPI also allows you to install the latest development release. You will not generally need (or want) to do this, but it can be useful if you see a possible bug in the latest stable release. Download Ebook Pdf Arm Of Sphinx Books Of Babelpdf EBOOK DOWNLOAD FREE PDF PDF Free Download Self-Healing with Reiki: How to Create Wholeness Free Reading Magenta Gets Glasses Blue S Clues Prime Reading PDF. Arm of the Sphinx Senlin continues his ascent up the tower in the word-of-mouth phenomenon fantasy series about one man”s dangerous journey through a labyrinthine world. One of my favorite books of all time – Mark Lawrence on Senlin AscendsThe Tower of Babel is proving to be as difficult to reenter as it was to break out of.

Sphinx encompasses a number of software systems, described below.

Sphinx[edit]

Sphinx is a continuous-speech, speaker-independent recognition system making use of hidden Markov acoustic models (HMMs) and an n-gram statistical language model. It was developed by Kai-Fu Lee. Sphinx featured feasibility of continuous-speech, speaker-independent large-vocabulary recognition, the possibility of which was in dispute at the time (1986). Sphinx is of historical interest only; it has been superseded in performance by subsequent versions. An archival article[2] describes the system in detail.

Sphinx 2[edit]

A fast performance-oriented recognizer, originally developed by Xuedong Huang at Carnegie Mellon and released as Open-source with a BSD-style license on SourceForge by Kevin Lenzo at LinuxWorld in 2000. Sphinx 2 focuses on real-time recognition suitable for spoken language applications. As such it incorporates functionality such as end-pointing, partial hypothesis generation, dynamic language model switching and so on. It is used in dialog systems and language learning systems. It can be used in computer based PBX systems such as Asterisk. Sphinx 2 code has also been incorporated into a number of commercial products. It is no longer under active development (other than for routine maintenance). Current real-time decoder development is taking place in the Pocket Sphinx project. An archival article[3] describes the system.

Sphinx 3[edit]

Sphinx 2 used a semi-continuous representation for acoustic modeling (i.e., a single set of Gaussians is used for all models, with individual models represented as a weight vector over these Gaussians). Sphinx 3 adopted the prevalent continuous HMM representation and has been used primarily for high-accuracy, non-real-time recognition. Recent developments (in algorithms and in hardware) have made Sphinx 3 “near” real-time, although not yet suitable for critical interactive applications. Sphinx 3 is under active development and in conjunction with SphinxTrain provides access to a number of modern modeling techniques, such as LDA/MLLT, MLLR and VTLN, that improve recognition accuracy (see the article on Speech Recognition for descriptions of these techniques).

Sphinx 4[edit]

Sphinx 4 is a complete re-write of the Sphinx engine with the goal of providing a more flexible framework for research in speech recognition, written entirely in the Java programming language. Sun Microsystems supported the development of Sphinx 4 and contributed software engineering expertise to the project. Participants included individuals at MERL, MIT and CMU. (Currently supported languages are: C, C++, C#, Python, Ruby, Java, Javascript).

Current development goals include:

  • developing a new (acoustic model) trainer
  • implementing speaker adaptation (e.g. MLLR)
  • improving configuration management
  • creating a graph-based UI for graphical system design

PocketSphinx[edit]

A version of Sphinx that can be used in embedded systems (e.g., based on an ARM processor). PocketSphinx is under active development and incorporates features such as fixed-point arithmetic and efficient algorithms for GMM computation.

See also[edit]

References[edit]

  1. ^http://www.speech.cs.cmu.edu/sphinx
  2. ^lee_k_f_1990_1.pdf
  3. ^huang92sphinxii.pdf

External links[edit]

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  • Sphinx” repository on Github should be considered the definitive source for code
  • SourceForge hosts older releases and files
  • NeXT on Campus Fall 1990 (This document is postscript format compressed with gzip.) Carnegie Mellon University – Breakthroughs in speech recognition and document management, pgs. 12-13
Retrieved from “https://en.wikipedia.org/w/index.php?title=CMU_Sphinx&oldid=1035697817”

PyBluez can be installed on GNU/Linux, Windows and macOS systems and is compatiblewith Python 2.7 and 3.

Note

Before you install PyBluez please install the dependencies required foryour system as described in the sections below.

Installing PyBluez using pip

Open a terminal (command prompt on Windows) and enter

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For experimental Bluetooth Low Energy support (only for Linux platform -for additional dependencies please take look at:ble-dependencies)

Installing PyBluez from source

Download a stable release from https://github.com/pybluez/pybluez/releases

or download the latest version using the links below.

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master.zip master.tar.gz

Extract the zip or tar and cd to the extracted file directory, then:

for Bluetooth Low Energy support (GNU/Linux only):

1.1. GNU/Linux Dependencies¶

  • Python 2.7 or more recent version
  • Python distutils (standard in most Python distros, separate package python-dev in Debian)
  • BlueZ libraries and header files

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1.2. Windows Dependencies¶

  • Windows 7/8/8.1/10
  • Python 3.5 or more recent version

PyBluez requires a C++ compiler installed on your system to build CPython modules.

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For Python 3.5 or higher

  • Microsoft Visual C++ 14.0 standalone: Build Tools for Visual Studio 2017 (x86, x64, ARM, ARM64)
  • Microsoft Visual C++ 14.0 with Visual Studio 2017 (x86, x64, ARM, ARM64)
  • Microsoft Visual C++ 14.0 standalone: Visual C++ Build Tools 2015 (x86, x64, ARM)
  • Microsoft Visual C++ 14.0 with Visual Studio 2015 (x86, x64, ARM)

Note

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Windows 10 users need to download and install the Windows 10 SDK

Sphinx Make Pdf

  • Widcomm BTW development kit 5.0 or later (Optional)

1.3. macOS Dependencies¶

  • Xcode
  • PyObjc 3.1b or later (https://pythonhosted.org/pyobjc/install.html#manual-installation)
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