DocumentCode
3659655
Title
Multi-band sum of spectrogram based audio fingerprinting of Indian film songs for multi-lingual song retrieval
Author
S. Sri Ranjani;K. Karthik;P. K. Bora;V. Abdulkareem
Author_Institution
Dept. of Electronics and Electrical Engg., Indian Institute of Technology Guwahati, Assam, 781039, India
fYear
2015
Firstpage
1414
Lastpage
1420
Abstract
Film music compositions are highly diversified, exhibiting not just changes in background scores and singer´s voices, but even the lyrical embellishments are morphed into different languages to suit regional audiences. Given this diversified prevalence amongst recorded film music, retrieval becomes extremely challenging. In this paper we propose an approach based on a multi-band sum of spectrogram, executing a delicate tradeoff between sensitivity to pitch jitters incurred by lyrical and singer voice changes while keeping the melodic signature intact. The top-3 retrieval accuracy for the multi-band sum of spectrogram has been found to be around 91% for an STFT window size of 128ms.
Keywords
"Spectrogram","Feature extraction","Robustness","Databases","Jitter","Timing","Time-frequency analysis"
Publisher
ieee
Conference_Titel
Advances in Computing, Communications and Informatics (ICACCI), 2015 International Conference on
Print_ISBN
978-1-4799-8790-0
Type
conf
DOI
10.1109/ICACCI.2015.7275811
Filename
7275811
Link To Document