Isolated Word speech recognition technology
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prashant1986
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#1
02-03-2010, 10:02 PM


Hello sir,
i am giving seminar and presentation on the above IEEE Paper . I am sending u the abstract of my paper.


This research paper aims to develop an isolated-word automatic speech recognition (IWASR) system based on vector quantization (VQ). This system receives, analyzes, searches and matches an input speech signal with the trained set of speech signals which are stored in the database/codebook, and returns matching results to users. IWASR is meant to assist customers calling a universitypsilas telephone operator to respond to their enquiries in a convenient way using their natural speech. Callers are assisted to select language, faculty and the staff name they wish to contact. To extract features from speech signals, Mel-frequency cepstral coefficients (MFCC) algorithm was applied. Subsequently, vector quantization was used for all feature vectors generated from the MFCC. A codebook was resulted from training the VQ initial codebook and experimental results showed that the recognition rate has been improved with the increase of codebook size and showed that the codebook size of 81 feature vectors had a recognition rate exceeded 85%.



So kindly help me.
Thanks & Regards...


Prashant Lahane
prashantlahane@indiatimes.com
prashantforu2005@yahoo.co.in
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seminar surveyer
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#2
27-09-2010, 12:04 PM

please go through the following threads. there should be more information about 'Isolated Word speech recognition technology'.

topicideashow-to-isolated-word-speaker-independent-speech-recognition-project and implimentation
topicideashow-to-speech-recognition-full-report
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