Comparison of techniques for environmental sound recognition

Publication Type:Journal Article
Year of Publication:2003
Authors:Cowling, M
Journal:Pattern Recognition Letters
Volume:24
Pagination:2895–2907
Date Published:November
ISSN:01678655
Keywords:asr, environment, it, recognition, soundscapes
Abstract:

This paper presents a comprehensive comparative study of artificial neural networks, learning vector quantization and dynamic time warping classification techniques combined with stationary/non-stationary feature extraction for environmental sound recognition. Results show 70% recognition using mel frequency cepstral coefficients or continuous wavelet transform with dynamic time warping.

URL:http://dx.doi.org/10.1016/S0167-8655(03)00147-8
DOI:10.1016/S0167-8655(03)00147-8
Scratchpads developed and conceived by (alphabetical): Ed Baker, Katherine Bouton Alice Heaton Dimitris Koureas, Laurence Livermore, Dave Roberts, Simon Rycroft, Ben Scott, Vince Smith