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Title: :  IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION
PaperId: :  1301
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 4 2015
DUI:    16.0415/IJARIIE-1301
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
TEJASHRI PATHAKMATOSHRI COLLEGE OF ENGINEERING AND RESEARCH CENTRE NASHIK
DEVIDAS DIGHEMATOSHRI COLLEGE OF ENGINEERING AND RESEARCH CENTRE NASHIK

Abstract

DIGITAL SIGNAL PROCESSING
Reverberation, Background noise, Spectral Subtraction, Particle Filter, MFCC, SVM.
There are many artifact and different distortions present in the recording. The reverberation depends on the volume properties of the room and it causes the calumniation of the recording. The background noise depends on the unnecessary audio source activities present in the evident recording. For audio to be considered as proof in a court, its authenticity must be verified. A blind deconvolution method based on FIR filtering and overlap add method is used to estimate reverberation time. Particle filtering is used to estimate the background noise. Feature extraction is done by using MFCC approach. The 128 Dimensional feature vector is the addition of features from acoustic reverberation and background noise and the higher order statistics. SVM classifier is used for classification of the environments. The performance of the system is checked using audio recordings dataset. The SVM classifier provides best results for the trained dataset and moderate results for untrained dataset.

Citations

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IJARIIE TEJASHRI PATHAK, and DEVIDAS DIGHE. "IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 4 2015 Page 207-214
MLA TEJASHRI PATHAK, and DEVIDAS DIGHE. "IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION." International Journal Of Advance Research And Innovative Ideas In Education 1.4(2015) : 207-214.
APA TEJASHRI PATHAK, & DEVIDAS DIGHE. (2015). IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION. International Journal Of Advance Research And Innovative Ideas In Education, 1(4), 207-214.
Chicago TEJASHRI PATHAK, and DEVIDAS DIGHE. "IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 4 (2015) : 207-214.
Oxford TEJASHRI PATHAK, and DEVIDAS DIGHE. 'IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, 2015, p. 207-214. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_RECORDED_AUDIO_LOCATION_USING_ACOUSTIC_ENVIRONMENT_CLASSIFICATION_ijariie1301_volume_1_14_page_207_214.pdf (Accessed : 18 July 2022).
Harvard TEJASHRI PATHAK, and DEVIDAS DIGHE. (2015) 'IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION', International Journal Of Advance Research And Innovative Ideas In Education, 1(4), pp. 207-214IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_RECORDED_AUDIO_LOCATION_USING_ACOUSTIC_ENVIRONMENT_CLASSIFICATION_ijariie1301_volume_1_14_page_207_214.pdf (Accessed : 18 July 2022)
IEEE TEJASHRI PATHAK, and DEVIDAS DIGHE, "IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 4, pp. 207-214, Sep-Oct 2015. [Online]. Available: https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_RECORDED_AUDIO_LOCATION_USING_ACOUSTIC_ENVIRONMENT_CLASSIFICATION_ijariie1301_volume_1_14_page_207_214.pdf [Accessed : 18 July 2022].
Turabian TEJASHRI PATHAK, and DEVIDAS DIGHE. "IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 4 (18 July 2022).
Vancouver TEJASHRI PATHAK, and DEVIDAS DIGHE. IDENTIFICATION OF RECORDED AUDIO LOCATION USING ACOUSTIC ENVIRONMENT CLASSIFICATION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : 18 July 2022]; 1(4) : 207-214. Available from: https://ijariie.com/AdminUploadPdf/IDENTIFICATION_OF_RECORDED_AUDIO_LOCATION_USING_ACOUSTIC_ENVIRONMENT_CLASSIFICATION_ijariie1301_volume_1_14_page_207_214.pdf
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