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Audio signal analysis and classification have arisen as an important research topic that has been developed by many authors in different areas over the time. A main development context has been speech recognition Holmes & Huckvale (1994); Juang & Rabiner (2005); Kimura (1999). This specific topic is, in fact, an important source of references to applications of artificial intelligence techniques Juang & Rabiner (2005); Prasad & Prasanna (2008). Many classical problems encountered in this research field have been addressed from this perspective by many authors Farahani & Ahadi (2005); Minematsu et al. (2006).

Unsupervised and Neural Hybrid Techniques for Audio Signal Classification