Uploaded on Jan 31, 2023
PPT on Speech Recognition
What is Speech Recognition?
WHAT IS SPEECH
RECOGNITION?
INTRODUCTION
Speech recognition, or speech-to-
text, is the ability of a machine or
program to identify words spoken
aloud and convert them into
readable text.
Source: www.techtarget.com
SPEECH RECOGNITION
Rudimentary speech recognition
software has a limited vocabulary
and may only identify words and
phrases when spoken clearly. More
sophisticated software can handle
natural speech, different accents and
various languages.
Source: www.techtarget.com
FUNCTIONS
Speech recognition uses a broad
array of research in computer
science, linguistics and computer
engineering. Many modern devices
and text-focused programs have
speech recognition functions in them
to allow for easier or hands-free use
of a device
Source: www.techtarget.com
HOW DOES SPEECH
RECOGNITION WORK?
Speech recognition systems use
computer algorithms to process and
interpret spoken words and convert
them into text. A software program
turns the sound a microphone
records into written language that
computers and humans can
understand.
Source: www.techtarget.com
STEPS OF WORKING
1. analyze the audio
2. break it into parts
3. digitize it into a computer-
readable format
4. use an algorithm to match it to
the most suitable text
representation
Source: www.techtarget.com
MODELS USED
1. Acoustic models. These represent the
relationship between linguistic units of
speech and audio signals.
2. Language models. Here, sounds are
matched with word sequences to
distinguish between words that sound
similar.
Source: www.techtarget.com
MOBILE DEVICES
1. Smartphones use voice commands for
call routing, speech-to-text processing,
voice dialing and voice search. Users can
respond to a text without looking at their
devices.
Source: www.techtarget.com
EDUCATION
1. Speech recognition software is used in
language instruction. The software hears
the user's speech and offers help with
pronunciation.
Source: www.techtarget.com
CUSTOMER SERVICE
1. Automated voice assistants listen to
customer queries and provides helpful
resources.
Source: www.techtarget.com
DISABILITY ASSISTANCE
1. Speech recognition software can
translate spoken words into text using
closed captions to enable a person with
hearing loss to understand what others
are saying.
Source: www.techtarget.com
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