Download PDF by Raghunath S. Holambe,Mangesh S. Deshpande: Advances in Non-Linear Modeling for Speech Processing

By Raghunath S. Holambe,Mangesh S. Deshpande

ISBN-10: 1461415047

ISBN-13: 9781461415046

Advances in Non-Linear Modeling for Speech Processing contains complicated issues in non-linear estimation and modeling recommendations in addition to their functions to speaker popularity.

Non-linear aeroacoustic modeling process is used to estimate the real fine-structure speech occasions, which aren't printed by way of the fast time Fourier rework (STFT). This aeroacostic modeling technique offers the impetus for the excessive answer Teager power operator (TEO). This operator is characterised by way of a time solution which could tune swift sign strength adjustments inside of a glottal cycle.

The cepstral good points like linear prediction cepstral coefficients (LPCC) and mel frequency cepstral coefficients (MFCC) are computed from the importance spectrum of the speech body and the part spectra is missed. to beat the matter of neglecting the part spectra, the speech creation approach may be represented as an amplitude modulation-frequency modulation (AM-FM) version. To demodulate the speech sign, to estimation the amplitude envelope and on the spot frequency elements, the power separation set of rules (ESA) and the Hilbert remodel demodulation (HTD) set of rules are mentioned.

Different positive factors derived utilizing above non-linear modeling recommendations are used to advance a speaker id method. ultimately, it's proven that, the fusion of speech construction and speech conception mechanisms may end up in a strong characteristic set.

Show description

Read or Download Advances in Non-Linear Modeling for Speech Processing (SpringerBriefs in Electrical and Computer Engineering) PDF

Similar ai & semantics books

Download e-book for kindle: Communication from an Artificial Intelligence Perspective: by Andrew Ortony,Jon Slack,Oliviero Stock

Castel Ivano, initially in-built 1375, is one of the attractive and bold castles strategically positioned atop hills in Trentino's Valsugana in Northern Italy. It was once during this citadel on a chain of outstanding sunny crisp November days in 1990 that a global workforce of computing device scientists and cognitive scientists met at a workshop to debate theoretical and utilized matters pertaining to communi­ cation from a man-made Intelligence and Cognitive technological know-how viewpoint.

Social Multimedia Signals: A Signal Processing Approach to by Suman Deb Roy,Wenjun Zeng PDF

This e-book presents a finished insurance of the state of the art in knowing media acceptance and tendencies in on-line social networks via social multimedia indications. With insights from the learn of recognition and sharing styles of on-line media, pattern unfold in social media, social community research for multimedia and visualizing diffusion of media in on-line social networks.

Read e-book online New Advances in Information Systems and Technologies: Volume PDF

This e-book incorporates a number of articles from The 2016 international convention on info platforms and applied sciences (WorldCIST'16), held among the twenty second and twenty fourth of March at Recife, Pernambuco, Brazil. WorldCIST is a world discussion board for researchers and practitioners to offer and talk about contemporary effects and options, present tendencies, specialist reports and demanding situations of contemporary info platforms and applied sciences learn, including their technological improvement and purposes.

Deep Learning with Keras by Antonio Gulli,Sujit Pal PDF

Key FeaturesImplement a number of deep-learning algorithms in Keras and notice how deep-learning can be utilized in gamesSee how quite a few deep-learning types and sensible use-cases will be carried out utilizing KerasA functional, hands-on advisor with real-world examples to offer you a powerful origin in KerasBook DescriptionThis publication starts off through introducing you to supervised studying algorithms resembling uncomplicated linear regression, the classical multilayer perceptron and extra refined deep convolutional networks.

Extra resources for Advances in Non-Linear Modeling for Speech Processing (SpringerBriefs in Electrical and Computer Engineering)

Sample text

Download PDF sample

Advances in Non-Linear Modeling for Speech Processing (SpringerBriefs in Electrical and Computer Engineering) by Raghunath S. Holambe,Mangesh S. Deshpande


by Mark
4.4

Rated 4.55 of 5 – based on 40 votes