AUDIO CLASSIFICATION BY COMBINATION OF PERCEPTUAL AND CEPSTRAL REPRESENTATION USING NEURAL NETWORKS

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Moradmand m.ali; Saed Salehi ali; Almasganj farshad

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Seminar Paper

Paper Information

Seminar: IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING
Year:2004 | Issue:11

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Information Seminar Paper

Title

AUDIO CLASSIFICATION BY COMBINATION OF PERCEPTUAL AND CEPSTRAL REPRESENTATION USING NEURAL NETWORKS

Author(s)

Moradmand m.ali | Saed Salehi ali | Almasganj farshad

Keywords

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Abstract

BY IMPROVING OF AUDIO SIGNAL PROCESSING RECENTLY, THERE IS TOO IMPORTANT TO CLASSIFY THESE SIGNALS BEFORE ADVANCE PROCESSING, AFTER CLASSIFYING AN AUDIO STREAM TO A CLASS WE CAN MAKE DECISION THAT WHAT KIND OF PROCESS SHOULD BE DONE FOR THIS SIGNAL. IN THIS ARTICLE WE PRESENT A ROBUST AUDIO CLASSIFIER WHICH CAN CLASSIFY AUDIO SIGNALS INTO SPEECH OR NON-SPEECH CLASSES, FOR THIS REASON FIRST WE SHOULD EXTRACT COMBINATION OF PERCEPTUAL AND CEPSTRAL FEATURES FROM EACH FRAME AND THEN BY USING FEED FORWARD NEURAL NETWORKS FOR EACH SIGNAL INTERVAL WE EXAMINE OUR TEST DATA IN THIS TWO CLASS.

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APA: Copy

Moradmand, m.ali, Saed Salehi, ali, & Almasganj, farshad. (2004). AUDIO CLASSIFICATION BY COMBINATION OF PERCEPTUAL AND CEPSTRAL REPRESENTATION USING NEURAL NETWORKS. IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. SID. https://sid.ir/paper/905559/en

Vancouver: Copy

Moradmand m.ali, Saed Salehi ali, Almasganj farshad. AUDIO CLASSIFICATION BY COMBINATION OF PERCEPTUAL AND CEPSTRAL REPRESENTATION USING NEURAL NETWORKS. 2004. Available from: https://sid.ir/paper/905559/en

IEEE: Copy

m.ali Moradmand, ali Saed Salehi, and farshad Almasganj, “AUDIO CLASSIFICATION BY COMBINATION OF PERCEPTUAL AND CEPSTRAL REPRESENTATION USING NEURAL NETWORKS,” presented at the IRANIAN CONFERENCE ON BIOMEDICAL ENGINEERING. 2004, [Online]. Available: https://sid.ir/paper/905559/en

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