What is Speech Recognition?


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Uploaded on Jan 31, 2023

Category Education

PPT on Speech Recognition

Category Education

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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