Speech recognition is a gift to human being by nature.
We all speak, and understand what other says. Even other
animals do speak, in their own ways. When we speak,
our ear receives the sound waves and converts them into
signals that can be interpreted by the brain. You may
wonder, why I am speaking about Medical Sciences when
I am speaking about Windows Vista.
Voice Recognition or Speech Recognition in computers
works in the same line as said above. It is the Microphone,
which acts as ear and receives sound waves.
It is the CPU which acts as brain, receives the signals
converted from sound waves inside the ear and produces
proper word for sound wave. The process may look simple
to user but, is a complex & tedious for the developer.
Want to review voice recognition in Vista, Check out
the Vista voice recognition video. Important thing is,
it actually works very well after you configure it to
your voice. Check it out yourself.
There is no natural intelligence
for the computers. So, therefore a voice database is
created for each user and will be compared with the
incoming voice from the microphone and appropriate word
will be produced as a result.
The users need to maintain a level of clear speech
for every word to get recognized. But, many times, the
user may not get proper word for a spoken word, as there
may be slight variation in the incoming voice.
Types of Voice Recognition :
There are two types of voice recognition exists. In
isolated word speech recognition system, requires the
speaker, to pause between words. But, for a spontaneous
speech recognition system, the speaker can speak out
continuously.
However, some speech recognition systems require speaker
enrollment. In this type, a user must provide some samples
of his voice before making use of software for voice
recognition purposes.
This process of providing voice before making use of
software is usually termed as “Training”.
Such systems are called as speaker-dependent voice recognition
system. There are many speaker-independent systems exists,
which requires no voice recording for samples before
making use of the speech recognition software. It is
difficult to get correct recognition of words in both
the systems, as some external parameters gets added
to the speech, through the microphone, such as external
noise. So, as said above, it becomes difficult for an
average user to get adjusted to the voice recognition
software.
If adjusted properly, the user can dictate the computer
to perform the commands through voice and can get the
text typed through the dictation process. Most commercial
companies who work on building speech recognition software
claim that, 98% to 99% accuracy can be achieved in their
softwares. Speaker dependent softwares are capable of
capturing continuous speech at a normal speed.
Commercial availability of speech recognition software:
Commercial softwares for speech recognition were made
available, during early 1990’s. The softwares
became partially success as the users finding it difficult
to get used to the software. They were claiming that,
they can type, and finish their work faster, rather
than dictating through voice. This is because, human
voice is not constant. The other factors that are added
are external surrounding noise. Due to this reason,
in office environment, one cannot use the voice recognition
software more often.
With the advancement in speech recognition technology,
today, we see a series of software applications for
travel booking and travel information, in getting information
about financial status of accounts in banking sector,
directory assistance in telephone system etc. These
systems work basically with the concept of speaker-independent
systems. This is because, it needs the system to recognize
and interpret almost all types of voices.
In early days of computing, speech recognition did
not exist. As said above, from 1990’s, the development
started for good, highly intelligent, reliable speech
recognition software, with the introduction of sound
cards, microphones, speakers. The developers of such
systems were faced with the challenge of developing
highly intelligent Automatic Speech Recognition (ASR)
engines. Because of the complexity in algorithms and
language model, the development process is time consuming.
At present, Dragon NaturallySpeaking is the most popular
one among other voice recognition softwares. Microsoft
also started to integrate speech recognition system,
in their operating systems, from Windows XP on. Windows
XP has got Language Bar on the task bar.
Windows Vista voice recognition
The latest in MS Family of operating system, Windows
Vista which is under its beta, has got newer set of
features in speech recognition technology. It ensures
that, one need to mouse and keyboard less often and
give priority to more productivity. It not only ensures
the world class accuracy, but, also, ensures providing
the most usable end-to-end speech recognition experience.
It also tries to address key issues that were causing
problems in the earlier versions. With Windows Vista
speech recognition software, one can achieve efficient
way of instructing the computer to perform various tasks.
It comes with redesigned interfaces, which enable user
to dictate and edit text, and correct any mistakes.
One will enjoy the software when compared to older
versions more, in terms of accuracy. There is improvement
in clarity and interpretation. Suppose, if one gives
command that can be interpreted in multiple ways, the
system will prompts one to clarify what it meant to
do. It also includes, human-sounding speech synthesizer.
The speech synthesizer is a system which is used for
artificial production of human speech. Speech synthesis
systems are often called text-to-speech systems. It
is used to produce human voice equivalent to given text.
Example of such other program is Read Please 2000.
Users of voice recognition software:
The speech recognition software basically requires
clear and noiseless environment for achieving best results.
It can be used by the users who can speak fluently.
It can also be used other users too.
But, they may find it difficult to use as change in
voice, could produce some other words other than expected
ones. However, the advancement in technology led to
the development of an improved speech recognition engine.
This probably helps the reader to read the text in any
tone, pitch, etc. The regular users of this software
are who often work with text, which is not required
to be grammatical, users who need tight integrated screen
reader and speech recognition solutions.
Requirements:
The recognition software requires a computer system
with good quality sound card. Now days, the sound card
built in to the motherboard. They too offer good quality.
It is required that the sound card is compatible with
Windows Vista. This means that, the manufacturer should
provide drivers for the same to work in Windows Vista.
Other wise the sound setting may remain disabled in
Windows Vista, though it detects the device properly.
Additionally, one needs to have good quality microphone.
The environment must be sound proof as far as possible.
Dictation process involving a document:
This is a basic process which involves dictating a
document. The document gets interpreted text using the
sound waves that are generated when spoken using the
microphone. The spoken language must be clear to be
understood by the speech recognition software.
One can use the word processing software for collecting
the words that are dictated. The speech recognition
in Windows Vista supports multiple languages. he process
involves the following tasks,
Opening the word processor program,
Dictating the body or the contents of the document,
Save the document.
To start dictating, one must do the following,
Configure the microphone,
Launch the word processing program,
Begin dictation of text,
Save the document.
To configure the microphone in windows vista, click
start button, Navigate through All Programs, Accessories,
and Accessibility and then select the speech recognition
option which is found there. Just go through initial
startup screens to configure the microphone. The speech
tutorial will be launched after configuring the microphone,
correctly. After finishing the speech tutorial, one
will be able to dictate the computer to do certain operations.
To create, dictate and save the document, one need to
go through the following steps.
Say “Start Listening” then say “Open
WordPad”
Say "This is a test of speech recognition period”.
Remember to pronounce punctuation.
If the computer misinterpreted "speech"
as "peach," say "correct peach,"
and then choose the right word from the list, or say
the word "speech" again.
To save the document say “File” and
say “Save As” then say the name of the
document. Now, say “Save”.
Want to know what damage can be done by a computer
virus ?
Issues and Problems related speech recognition software:
As said above, the major problem with the speech recognition
is that the software, will not understand what one is
saying, if the speech is not clear, and noiseless. The
other problems related to this are,
1. Speech recognition software will work only on
a limited number of programs which support a technology
called as Text Services Framework. The supported applications
are,
Microsoft Word and Microsoft Out Look,
Virtually almost all programs that are a part
of Windows Vista.
The dictation process may not work in some of the
applications. They are,
MS-PowerPoint,
MS-Excel,
WordPerfect,
Eudora, and
Lotus Notes.
The next problem is that, one does not know what
commands will the speech recognition accepts. To know,
one must refer to Speech Reference Card to learn which
command is a valid command. To get information on
Speech Reference Card, right click the microphone
control bar.
The problem of misinterpretation of text, commands
through speech is solved to a great extent in Windows
Vista. Thus, one can enjoy the speech recognition in
a much better way in Windows Vista. Speech recognition
will help the user to get very large documents typed,
with less use of key board and mouse. Speech recognition
has been improved in Vista, will be improving in the
years to come. Microsoft has successfully demonstrated voice recognition capability in Windows Vista.
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