Sound Waves and Voice Recognition

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SUMMARY

Voice recognition technology fundamentally relies on sound waves generated by human speech. The microphone captures these sound waves, converting them into voltage signals that a computer processes. The computer analyzes these signals in small segments, typically 1/100th of a second, extracting frequency information to match against a comprehensive database of frequency patterns corresponding to words. This process enables accurate transcription of spoken language into text.

PREREQUISITES
  • Understanding of sound wave properties and frequencies
  • Familiarity with microphone technology and signal processing
  • Knowledge of voice recognition algorithms and databases
  • Basic comprehension of digital audio processing
NEXT STEPS
  • Research the principles of sound wave propagation and its impact on voice recognition
  • Explore the workings of digital signal processing in voice recognition systems
  • Learn about machine learning techniques used in speech recognition
  • Investigate existing voice recognition software and their underlying technologies
USEFUL FOR

Audio engineers, software developers, researchers in artificial intelligence, and anyone interested in the mechanics of voice recognition technology.

Walker-J
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First of all does voice recognition rely on sound waves we create?

Second of all, is there any research that shows they relate and how voice recognition uses the sound waves?

Thanks
 
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Hi,

Im not too sure i understand your question but here goes:

yes, Voice recognition depends entirley on sound waves. If there weren't sound waves, how could the mic pick up our voices and transmit them to the computer?

It works like this: our voices vibrate the air varying pitches (or frequencies) depending on what we are saying. The mic converts these waves into voltage signals, which the computer can use. The computer breaks these signals int small pieces, usually about 1/100th of a second each.

It takes each of these tiny 1/100th signals and obtains the frequency content of it. It uses the frequency information form the sound and compares it to a huge database that maps different frequency patterns to words, and thus figures out what word you were saying.
 
Last edited:
Walker-J said:
First of all does voice recognition rely on sound waves we create?

Second of all, is there any research that shows they relate and how voice recognition uses the sound waves?

Thanks

Here's a tutorial that should help you understand the basics of speech recognition:

http://ifsc.ualr.edu/sxdagtas/MM/SpeechRecognitionTutorial.pdf

.
 
Last edited by a moderator:

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