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Presentation of Speech to Text Conversion
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“A Smart Texting System”
Presented byMr. Sachin Deshmukh
Guided ByProf.S.K.Sonkar
A Seminar on
Presentation Flow
Introduction Literature SurveyChallengesAlgorithmsInternal Working Performance Parameters Of The System Advantages and DisadvantagesConclusionReferences
Introduction Introduction and Motivation
History
Traditional Method
What is Smart Texting System?
What is Need of Smart Texting System?
Overview Of A Smart Texting System
Literature Survey
1. A Smart Texting System For Android Mobile Users
Literature Survey
International Journal of Engineering Research and Applications (IJERA)Mar-Apr 2012.[1]
2. Android Speech To Text Converter For SMS Application
Literature Survey
IOSR Journal of Engineering Mar. 2012.[2]
3. Real Time Speech To Text Converter For Mobile Users
National Conference on Innovative Paradigms in Engineering & Technology (NCIPET-2012).International Journal of Computer Applications (IJCA).[3]
Literature Survey
Association for International Journal in Computer Science & Electronics Volume I Reference ID: aijcse2005.
Literature Survey
4. SMS Application Using Speech To Text Converter In Android Mobiles
5. A Speech-To-Text System
CSI Communications May 2012. Article by Nishant Allawadi And Parteek Kumar.[5]
Literature Survey
Challenges
1.Text Normalization Challenges
Challenges
2. Text-To-Phoneme Challenges
Challenges
3. Evaluation challenges
Challenges
AlgorithmConcatenative SynthesisUnit selection Synthesis Diaphone SynthesisDomain-Specific SynthesisFormant SynthesisArticulatory SynthesisHMM-Based SynthesisSine Wave Synthesis
Speech Acquisition
Working
Speech Processing
HMM Training
HMM Based Recognition
Hidden Markov Model Text Storage
Speech To Text Conversion System
Performance Parameters Of The System
Accuracy of RecognitionSpeed of Recognition
Applications
1. Healthcare
Applications
2. Hands-Free Computing
Applications
3. Home automation
Applications
4. Speech To Text Convertor
Applications
AdvantagesSpeech is a very natural way to interact, and
it is not necessary to sit at a keyboard or work with a remote control.
No training required for users! Assist persons with disabilities who may be
vision impaired by reading text
DisadvantagesEven the best speech recognition systems sometimes make
errors. If there is noise or some other sound in the room (e.g. the television or a kettle boiling), the number of errors will increase.
Speech Recognition works best if the microphone is close to the user (e.g. in a phone, or if the user is wearing a microphone). More distant microphones (e.g. on a table or wall) will tend to increase the number of errors.
But speech recognition but the recognition fails because it requires preprocessing after acquiring of speech. The system requires training of voice because of the purpose of it should recognize the correct voice of that user. Suppose user A having this system in his mobile his voice should be train so as to get correct recognition of text.
Future Scope
Conclusion
Reference [1] A paper on “Smart Texting System For Android Mobile Users”
International Journal of Engineering Research and Applications (IJERA)Mar-Apr 2012.
[2] A paper on “Android Speech To Text Converter For Sms
Application” IOSR Journal of Engineering Mar. 2012. [3] A paper on “Real Time Speech To Text Converter For Mobile Users”
National Conference on Innovative Paradigms in Engineering & Technology (NCIPET-2012). International Journal of Computer Applications (IJCA).
[4] A paper on “Sms Application Using Speech To Text Converter In
Android Mobiles” Association for International Journal in Computer Science & Electronics Volume I Reference ID: aijcse2005.
[5] A paper on “A Speech-To-Text System” CSI Communications May 2012.
Article by Nishant Allawadi And Parteek Kumar.
Questions???
Thank You.