Implementation and Performance Analysis of PSTTD system

Name: Implementation and Performance Analysis of PSTTD system
Brand: LAP Lambert Academic Publishing
SKU: 9783659939877
Price: 238.87 RON
Availability: InStock

Punjabi Speech to Text Detection(PSTTD) system under different scenarios

Autor: Virender Kadyan, Ashish Chopra

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Editura: LAP Lambert Academic Publishing

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In modern speech recognition systems, there are a set of Feature Extraction Techniques (FET) like Me...

Informații despre carte

Autor

Virender Kadyan, Ashish Chopra

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2017

Pagini

112

EAN

9783659939877

ISBN

3659939870

Enbook ID

15839424

Editura

LAP Lambert Academic Publishing

Greutate

183

Dimensiuni

150 x 220 x 7

Descriere completă

In modern speech recognition systems, there are a set of Feature Extraction Techniques (FET) like Mel-frequency cepstral coefficients (MFCC) or perceptual linear prediction coefficients (PLP) are mainly used. As compared to the conventional FET like LPCC etc, these approaches are provide a better speech signal that contains the relevant information of the speech signal uttered by the speaker during training and testing of the Speech To Text Detection System (STTDS) for different Indian languages. In this dissertation, variation in the parameters values of FET's like MFCC, PLP are varied at the front end along with dynamic HMM topology at the back end and then the speech signals produce by these techniques are analyzed using HTK toolkit. The cornerstone of all the current state-of-the-art STTDS is the use of HMM acoustic models. In our work the effectiveness of proposed FET(MFCC, PLP features) are tested and the comparison is done among the FET like MFCC and PLP acoustic features to extract the relevant information about what is being spoken from the audio signal and experimental results are computed with varying HMM topology at the back end.

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Implementation and Performance Analysis of PSTTD system

Punjabi Speech to Text Detection(PSTTD) system under different scenarios

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Descriere completă

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